# 세이지 SAIGE, AI that works. > SAIGE AI 비전 솔루션, 산업 자동화를 실현합니다. ### Solutions #### SAIGE SAFETY Introduction From Ensuring Work Site Safety to Preventing Accidents Real-time Risk DetectionEffectively manage a site’s safety level with AI-powered video detection technology. Ensure Industrial SafetyEnsure adherence to industrial safety rules and practices with continuous site monitoring. Quick Awareness and ActionReceive real-time information on source and locationof safety-related events as they take place and take immediate action. Functions Intelligent Safety Monitoring of Industrial Sites Hazard Detection Detects real-time events from CCTV footage such as falls, fires, smoke, and unauthorized intrusions. Instant detection of various events including falls, fires, smoke, and intrusions Customizable hazard detection events tailored to site-specific conditions Integrated Monitoring Centralized control of multiple CCTVs, accident statistics analysis, event search and filtering. Supports centralized monitoring of multiple CCTV cameras Provides statistics by accident type, location, and date Offers event search and filtering capabilities Alert Notifications Sends alerts via SMS, email, mobile notifications, and IoT-integrated alarms upon hazard detection. Immediate notifications through SMS, email, and mobile alerts Integration with IoT devices (speakers, warning lights) for alarm activation Early Detection of Situations That Could Put Your Work Site at Risk Fire Smoke No Safety Helmet / Vest / Harness Hazardous Equipment Access Trespassing Worker Injury Unauthorized Site Access Heavy Equipment Pinch Point Fall Strength Algorithms Optimized for Industrial Site Safety.Customized Detection Settings for Different Sites. Precise Detection of Small Objects Accurately identifies distant workers and small objects. Reliable Performance Under Challenging Conditions Delivers high-confidence detection even in adverse environments such as night, snow, and rain. False Positive Filtering to minimize detectio errors Filters out transient objects to alert only on critical events, enhancing focus and productivity in the workplace. Continuous Tracking and Monitoring of the Same Worker Ensures stable object tracking even in occlusions and blind spots, minimizing duplicate alerts. Real-Time 3D Hazard Detection Performs precise hazard analysis and detection based on distance and location using 3D spatial analysis from regular camera footage. Applications SAIGE SAFETY Supports Various Industries Construction Port Logistics Manufacturing Construction Sites Instantly detects safety equipment violations, such as missing helmets or harnesses during high-elevation work, and alerts supervisors AI monitors real-time pinch point risks between heavy equipment (cranes, forklifts) and workers to prevent onsite accidents Learn More → Maritime & Port Sites Uses AI video analysis to detect and instantly alert unauthorized intrusions, loiterers, and unsafe zone access—even during natural disasters or at night Improves operational safety by recognizing heavy equipment collisions, fires, smoke, and other hazards in real time during container loading Learn More → Logistics Sites AI monitors forklift routes and worker movements to identifycollision risks and send alerts proactively Detects safety hazards such as falling objects or worker falls in real time, minimizing inventory loss and accident risks Learn More → Manufacturing Sites Detects and alerts on explosion and fire signals that may occur in semiconductor, display, and biotech manufacturing processes. Real-time detection of onsite hazards such as machinery entrapment, falls, and object collisions to prevent workplace accidents. Certification & Patent Proven quality and technology are the most reliable safeguards for your workplace. Certified by Korea Internet & Security Agency (KISA) (KISA-IC-2024-011) Awarded GS Certification Grade 1 (25-0033) Patent Filed for Core AI Safety Monitoring Technology (10-2024-0021512) Selected as an Industry Convergence Innovation Item (2024-867-품004호) #### SAIGE SAFETY Introduction SAIGE SAFETY可以实时检测工业现场风险，预防事故发生。 可轻松与现有基础设施集成，支持统一管制，并能实时检测和应对危险状况。 Functions SAIGE SAFETY不会遗漏任何风险。 风险检测 在监控影像中实时检测跌倒、火灾、烟雾、外部入侵等事件 立即检测跌倒、火灾、烟雾、外部入侵等多种事件 可根据现场特性设置风险检测事件 统一管制 多台监控相机的中央控制、事故统计分析、事件搜索及筛选 支持多台家监控相机统一监控 提供按事故类型/地区/日期的统计数据 提供事件搜索及筛选功能 提供通知 风险发生时发送SMS、邮件、移动设备通知、IoT联动警报 检测后立即提供SMS、邮件、移动设备通知 与IoT设备（扬声器、警示灯）联动发出警报 可检测事件 火灾检测 烟雾检测 未佩戴安全帽/安全背心/安全带 及危险设备接近 外部入侵 作业人员跌倒 现场徘徊 重型设备夹伤 坠落 Strength 体验SAIGE SAFETY独有的差异化技术实力。 小型物体精密检测 准确识别远距离作业人员及小物体 夜间、雪、雨等恶劣条件下也能稳定运行 提供无环境限制的高可靠性检测性能 用于最小化误报的误检测过滤 过滤一次性目标，仅对关键事件发出警报，提升工作环境专注度与生产效率。 同一作业人员连续跟踪及监控 即使在遮挡·盲区也能稳定跟踪物体，最小化重复通知 实时3D风险检测 通过普通摄像头影像的3D空间分析，基于距离·位置进行精密风险分析及检测 Applications SAIGE SAFETY与您在各种工业现场同行。 建设 港口 物流 制造 建设现场 高空作业时立即检测未佩戴安全帽、未佩戴安全带等安全设备不合规情况并向管理人员发出警报 AI实时捕捉起重机·叉车等重型设备与作业人员间的夹伤风险，预防现场事故 查看更多 → 海运·港口现场 即使在自然灾害、夜间环境下也能利用AI影像分析技术检测非法入侵、徘徊者、危险区域擅自进入并立即发出警告 实时识别集装箱装载过程中重型设备碰撞、火灾·烟雾等危险状况，提升运营安全性 查看更多 → 物流现场 AI监控叉车行驶路径和作业人员移动动线，提前识别碰撞风险并发送警报 实时检测物流仓库内坠落物、跌倒等安全威胁因素，最小化库存损失和人身事故风险 查看更多 → 制造现场 识别半导体、显示器、生物制造等制造工艺中可能发生的爆炸、火灾信号并发出警报 实时检测制造工厂机械夹伤、坠落、物体撞击等现场可能发生的威胁，预防人身事故 Certification & Patent 经过验证的品质和技术是守护现场最安全的装置。 韩国互联网振兴院(KISA)认证完成 (KISA-IC-2024-011) 获得GS认证1等级 (25-0033) 安全监控AI核心技术专利申请 (10-2024-0021512) 产业融合创新品目入选 (2024-867-품004호) #### SAIGE VIMS Introduction Real-Time Detection of Process Errors and Anomalies (VIMS: Video Intelligent Monitoring Solution) Detects process errors and anomalies in real-time from streaming IP camera video footage. Requires only normal video footage (no errors) for training. Functions Process Monitoring and Video-Based Defect Inspection Inspection of Anomalies via Key Frame Image Analysis Automatic extraction of key frames for video-based inspection Utilized for equipment status checks and simple product inspections Continuous Object Monitoring through Video Analysis Real-time analysis of streaming video Ongoing monitoring of specific areas (equipment, products) Anomaly detection and equipment control based on defined criteria Manufacturing Process Cycle Analysis Real-time Video Stream Analysis Monitoring of Equipment Operations and Speed in Video Process Optimization Recommendations Key Features Monitoring and Control Provides real-time monitoring and control of dozens of cameras within the manufacturing process. Real-Time Anomaly Detection Detects process anomalies as they occur and automatically saves the footage for later analysis. Statistical Analysis A complete statistical analysis of errors and anomalies together with trend information. Types of detectable process anomalies Collapsed Transfer error & drop Surface defects Process Repeatability Jammed Equipment anomaly Routing error Product contamination Applications SAIGE VIMS can be applied across various industries. Rechargeable Battery F&B Biopharmaceuticals Automotive Parts Rechargeable Battery Production: Precise Quality Control On high-speed battery production lines, early detection of cell tilting, jamming, drops, and surface defects reduces defects, minimizes downtime, and identifies process or equipment issues—maximizing overall efficiency. Inspections for cell tiltingJammingDroppingEquipment anomaliesProcess repeatability Food Manufacturing Process Requiring High-Speed Production Line Inspection From raw materials to filling and packaging, AI detects foreign contaminants, packaging errors, and product drops early—ensuring food safety and minimizing defects and production losses. Foreign object detectionFilling and packaging defects or missing componentsProduct drop detection Biopharmaceutical Manufacturing: Raw Drug Processing From raw ingredient processing to filling and packaging, AI solutions detect foreign contaminants and packaging omissions in real time—maintaining aseptic conditions while boosting quality and efficiency. Foreign object detectionPackaging omission detectionLabel error inspection Automotive Parts Manufacturing: Ensuring Performance, Safety, and Efficiency Detects key process anomalies in real time, including part transfer errors, equipment malfunctions, and jamming. Monitoring process repeatability also minimizes quality variations and ensures stable production. Part transfer error detectionEquipment anomaly monitoringPart jamming inspectionProcess repeatability verification Strength Technologies Optimized for Process Monitoring Specialized for High-Speed Manufacturing Processes AI inspection of up to 60 images per second Stable continuous inspection even at variable line speeds Continuous tracking and analysis of processes and defects from video Automatic capture of optimal inspection timing via key frame extraction Detects fleeting changes or tiny defects difficult to spot in a single frame Easy Installation and Operation Directly connect to existing CCTV for instant AI vision inspection—no complex hardware needed Automatically identifies inspection targets without trigger setup Integrates seamlessly with existing equipment without stopping production Real-Time Anomaly Detection with Unsupervised Learning Cuts operating costs by removing the need for manual labeling Detects all abnormal behaviors, including unforeseen ones Supports real-time process analysis and monitoring using live data Detection Algorithms Tailored for Industrial Sites Ensures stable monitoring despite lighting or environmental changes Automatic ROI adjustment allows continuous monitoring without model retraining, even if camera angles shift #### SAIGE VIMS Introduction 以AI技术革新制造流程的质量与生产力。 (VIMS: Video Intelligent Monitoring Solution) 与制造现场的监控相机联动，无需复杂的硬件配置，即可实时检测与分析外观缺陷、工艺异常动作及工序偏离等问题。 Functions 可进行工艺监控和基于影像的产品缺陷检测的SAIGE VIMS核心功能 通过关键帧图像分析进行产品与设备异常检测 自动提取用于检测的关键帧图像 基于关键帧图像分析，识别产品与设备异常 可用于设备状态检测及简单产品检测 通过连续视频流分析实现特定区域监控 实时分析监控相机的视频流 持续监控特定区域（如设备、产品） 根据预设规则识别异常并联动设备控制 制造工艺周期分析 视频流实时分析 视频中设备动作及速度监测 工艺优化建议 解决方案主要功能 监控及管制 提供制造工艺中数十台摄像头的实时监控及管制功能 实时异常动作检测 实时检测工艺异常动作，并为事后分析自动保存异常影像 异常动作数据统计分析 分析收集的异常动作数据，提供用于工艺改善的统计及趋势资料 工艺异常检出案例 倾倒 输送错误掉落 外观缺陷 工艺重复精度 卡住 设备异常 路径偏离 产品混入 Applications SAIGE VIMS可在多种产业领域中应用。 二次电池 食品 生物医药 汽车零部件 需要精密品质管理的二次电池工艺 在二次电池高速生产线上，通过早期检测电芯倾倒、卡住、掉落、外观缺陷等问题，可以降低不良率、最大限度减少停机时间，并通过提前识别工艺和设备异常来最大化整体生产效率。 产品倾倒检测卡住检测掉落检测设备异常检测工艺重复精度检测等 需要高速生产线检测的食品制造工艺 从食品原料投入到充填、包装等工艺过程中，AI可以早期检测可能发生的异物混入、包装错误、产品掉落等问题，确保食品安全，最大限度降低不良率和生产损失。 异物混入检测充填及包装不良或部件缺失检测产品掉落检测等 加工原料药品的生物医药制造工艺 从原料药品加工到充填、包装，通过AI解决方案实时检测异物混入和包装缺失等问题，保持无菌状态，同时提高生产品质和效率。 异物混入检测包装缺失检测标签错误检测等 决定车辆性能、安全、效率的汽车零部件制造工艺 实时检测汽车零部件输送错误、生产设备异常、部件卡住等主要工艺异常征象。同时通过监控工艺重复精度，可以最大限度减少品质变动，保持稳定的生产环境。 零部件输送错误检测设备异常监控部件卡住检测工艺重复精度确认等 Strength 请体验SAIGE VIMS独有的差异化技术实力。 专为高速制造工艺优化设计 支持每秒60张图像AI检测 即使在变速产线环境下，也能实现稳定的连续检测。 基于影像连续追踪和分析工艺及缺陷 从连续影像中提取特定帧，自动捕捉最佳检测时机 检测单帧难以感知的瞬间变化或微小缺陷 简便的安装及运营 无需复杂硬件配置，直接连接监控相机即可立即执行AI视觉检测 无需单独触发设置，自动提取检测对象 无需停止工艺，可轻松应用于现有设备 基于无监督学习的实时异常检测 无需单独标注作业，降低运营成本 可检测所有未预先定义的异常动作 基于实时数据支持工艺分析及监控 针对工业现场特化的检测算法 即使在照明变化等外部因素、环境变化下也可进行稳定监控 通过自动检测区域(ROI)校正算法，即使摄像头角度发生变化也可在无需模型重新训练的情况下持续监控 #### SAIGE VISION Introduction Superior Performance, Easy Operation, Minimal Maintenance Superior Defect Detection Performance Deep learning algorithms specialized for manufacturing inspection minimize both false positives and false negatives Labeling Assistance Functions A suite of features to make labeling convenient and error-free. MLOps for Efficient Model Operation and Maintenance Advanced features ranging from model performance monitoring to automatic deployment and retraining are provided. Workflow All-in-one Solution for Automated Machine Vision Inspection Data Management Data Labeling Model Training Model Deployment Data Management Manage your data more easily and efficiently Manage vast amounts of data more efficiently with our advanced dataset and meta-information management functions. Data Labeling Advanced data labeling tools for training Reduce image data preparation times with our advanced user tools and features Model Training Optimize your deep learning model Optimize your deep learning model for accuracy and speed with our proven domain-customized algorithms. Model Deployment Deploy trained models immediately Immediately and conveniently field-deploy trained models with the SAIGE VISION SDK. Impact AI Vision Inspection achieves more than perfect detection. Maximizing Productivity and Efficiency Significantly increase production speed and throughput by automating repetitive and precise tasks. Detect issues early and resolve them swiftly with real-time monitoring systems. Advanced Quality Control and Defect Rate Minimization Quickly and accurately detect minute defects and flaws to improve product quality. Optimize over-inspection and under-inspection rates by applying consistent quality standards Labor Cost Reduction and Workforce Efficiency Automate repetitive visual inspection tasks to substantially reduce labor costs. Reallocate skilled workers to high-value tasks, boosting overall productivity. Data-Driven Process Optimization and Predictive Maintenance Analyze large volumes of images and inspection data to improve processes and understand quality trends. Enable early detection of equipment anomalies to realize predictive maintenance, reducing downtime and maintenance costs. Applications SAIGE VISION can be applied across various industries. Rechargeable Battery PCB F&B Display Printing Biopharmaceuticals Automotive Rechargeable Battery Industry Where Precise Quality Control Is Essential From electrode production to module and pack assembly, AI-powered quality inspections ensure top-level quality at every stage of the complex, multi-component battery manufacturing process. Electrode visual inspection Electrode plate stacking inspection Can welding inspection Jelly roll/welding inspection Learn More → PCB Industry That Demands High Precision Defects can be detected both in the PCB’s structural elements during manufacturing and in the assembly and connection of electronic components on the board. Circuit patterns Interlayer alignment Drill holes Solder paste application Component placement Soldering inspection Learn More → Food Manufacturing Processes Requiring High-Speed Line Inspection Monitor and inspect every stage—from raw materials to production and packaging—to ensure both hygiene and product quality. Foreign substance detection in ingredients Process quality inspection Finished product inspection Learn More → Display Quality inspections can detect even tiny, pixel-level defects on display surfaces. Mura (speckle) inspection Display surface inspection Substrate glass inspection Printing Detect issues like smudges, distortions, and blanks to ensure accurate, high-quality print results. Label quality checks Character recognition Printout error checking Biopharmaceutical With products that can directly affect human health, it's important to systematically inspect for defects at every stage of production. Medical kit inspection Drug quality control Vial contamination inspection Automotive AI-driven quality inspections at every stage of the complex, multi-component assembly process help improve yield. Component surface inspection Assembly verification Glass and scratch inspection Functions Explore the Core Features of SAIGE VISION Key Features Classification Classifying images based on user-defined types. Detection Detecting defects in images. (bounding box) Segmentation Detecting defects in images at pixel level. OCR Detecting text and character location in images. Image Anomaly Detection Detecting defects using only normal training images. Special Features Defect Generation Generating realistic defect images. Image Enhancement Enhancing low-quality images for increased resolution and quality. Strength Discover What Makes SAIGE VISION Different Over 1.25x Higher Defect Detection Accuracy Compared to Competitors Solving Diverse Vision Challenges with Defect Generation and Image Enhancement Provides a Range of Labeling Tools, Such as Auto Label, Quick Label, and Label Tag Providing MLOps function including AI Model Monitoring, Data Collection & Management, and Model Deployment & Versioning #### SAIGE VISION Introduction AI完美检测连不规则缺陷在内的所有问题。 依托针对制造业数据深度优化的AI技术，实现行业领先的检测精度，全面助力制造品质提升。 Workflow 提供检测自动化所需的全部功能 — 一体化解决方案 数据管理 数据标注 深度学习模型训练 深度学习模型部署 数据管理 轻松管理您的数据。 通过数据集与元信息管理功能，有效处理大规模数据资源。 数据标注 使用数据标注工具，为模型训练做好准备。 借助更高效、易用的标注功能，大幅缩短图像数据准备时间。 深度学习模型训练 打造高质量的深度学习模型。 采用专为制造业优化的算法，构建高精度的检测模型。 深度学习模型部署 将训练好的模型即时部署至现场。 通过 SAIGE VISION SDK 快速落地部署，加速实际应用。 Impact AI视觉检测，带来完美检出之外的更多价值。 最大化生产力与效率 通过重复性精密作业自动化，大幅提升生产速度和处理量 通过实时监控系统及早发现问题并快速解决 品质管理升级与不良率最小化 快速精准检测微小缺陷和不良品，提升产品品质 应用一致的品质标准，优化过检和漏检比例 降低人工成本并提高人力运营效率 自动化重复性视觉检测作业，大幅降低人工成本 将熟练人员重新分配到高附加值工作，提升生产效率 基于数据的工艺优化和预测性维护系统 通过大量图像和检测数据分析实现工艺改进和品质趋势把握 及早检测设备异常，实现预测性维护，减少停机时间和维护成本 Applications SAIGE VISION 可应用于多种产业领域。 二次电池 PCB 食品 显示器 印刷装订 生物制药 汽车 精密品质管理至关重要的二次电池产业 从电极制造到模组/电池包组装，在由众多工艺和零部件构成的精密二次电池制造过程的各个阶段，通过AI品质检测可确保最高水平的品质。 电极外观检测 极片叠片检测 外壳焊接检测 卷绕/焊接检测 查看更多 → 要求高度精确性的PCB产业 可检测电路板制造过程中可能出现的基板结构要素缺陷，以及在基板上安装和连接电子元器件过程中的缺陷。 电路图案 层间对位 钻孔 焊膏涂布 元件贴装 焊接检测 查看更多 → 需要高速生产线检测的食品制造工艺 从原材料管理到生产和包装的所有生产过程进行监控和检测，可同时管理产品卫生和品质。 原料异物检测 工艺品质检测 成品检测 查看更多 → 显示器制造工艺 可对显示器表面出现的微小缺陷等进行精细到像素单位的品质检测。 Mura(斑点)检测 显示器表面检测 基板玻璃检测 印刷装订工艺 检测污点、变形、空白等错误问题，有助于制作承载准确信息的印刷成品。 标签品质检测 文字识别 输出物错误检测 生物制药制造工艺 由于是可能直接影响人体健康的产品，在所有制造阶段系统性地进行不良品检测至关重要。 医用试剂盒检测 药品品质管理 西林瓶污染检测 汽车制造工艺 在由众多零部件复杂组装的生产过程的每个阶段引入人工智能品质检测，可以改善良品率。 零部件外观检测 组装检测 玻璃/划痕检测 Functions 确认SAIGE VISION提供的主要功能。 缺陷检测功能 Classification 根据用户定义进行分类别图像分类 Detection 以方框形式检测图像内缺陷 Segmentation 以像素为单位精密检测图像内缺陷 OCR 图像内文字位置及文本识别 Anomaly Detection 仅学习正常图像进行异常和缺陷检测 特殊功能 Defect Generation 生成与实际缺陷相似的虚拟缺陷图像 Image Enhancement 低质量图像高清化 MLOps功能 AI模型的高效运营与集成管理 Strength 体验SAIGE VISION独有的差异化竞争力。 相比竞争对手1.25倍以上的高缺陷检测性能 通过缺陷生成与图像增强，解决多种视觉难题 提供Auto Label、Quick Label、Label Tag等多种标注支持功能 提供包括AI模型监控、数据采集与管理、模型部署与版本管理在内的MLOps功能 #### 세이지 비전 Introduction AI로 비정형 결함까지 완벽하게 검출합니다. 제조업 데이터에 최적화된 AI 기술로 업계 최고 수준의 검출 정확도를 자랑하며, 제조업 품질 향상에 기여합니다. Workflow 검사 자동화에 필요한 모든 기능을 제공하는 올인원 솔루션 데이터 관리 데이터 라벨링 딥러닝 모델 학습 딥러닝 모델 배포 데이터 관리 데이터를 편하게 관리하세요. 데이터 세트와 메타 정보 관리 기능으로 많은 양의 데이터를 효율적으로 관리할 수 있습니다. 데이터 라벨링 데이터 라벨링 도구로 학습 준비를 시작하세요. 사용자 편의성이 향상된 기능을 이용해 이미지 데이터 준비 시간을 줄입니다. 딥러닝 모델 학습 고품질 딥러닝 모델을 생성하세요. 제조업 분야에 최적화된 알고리즘으로 정확도가 높은 모델을 만듭니다. 딥러닝 모델 배포 학습된 모델을 즉시 배포하세요. 완성된 모델을 SAIGE VISION SDK를 통해 빠르게 현장에 적용할 수 있습니다. Impact AI 비전 검사, 완벽한 검출 그 이상의 효과가 함께합니다. 생산성 및 효율성 극대화 반복적이고 정밀한 작업의 자동화를 통해 생산 속도, 처리량 대폭 증가 실시간 모니터링 시스템으로 문제를 조기에 발견하고 신속하게 해결 품질 관리 고도화와 불량률 최소화 미세한 결함과 불량을 빠르고 정확하게 검출하여 제품 품질 향상 일관된 품질 기준을 적용하여 과검·미검 비율을 최적화 노동 비용 절감 및 인력 운영 효율화 반복적인 시각 검사 작업을 자동화하여 인건비 대폭 절감 숙련된 인력을 고부가가치 업무에 재배치하여 생산성 향상 데이터 기반 공정 최적화 및 예지보전 시스템 대량의 이미지 및 검사 데이터 분석을 통한 공정 개선과 품질 트렌드 파악 설비 이상을 조기에 감지하여 예지보전을 실현하고 다운타임과 유지보수 비용 절감 Applications SAIGE VISION은 다양한 산업 분야에서 활용할 수 있습니다. 이차전지 PCB 식품 디스플레이 인쇄제본 바이오의약품 자동차 정밀한 품질 관리가 필수적인 이차전지 산업 전극 제조부터 모듈/팩 조립까지, 수많은 공정과 부품으로 구성된 정밀한 이차전지 제조 과정의 다양한 단계에서 AI 품질 검사로 최고 수준의 품질을 보장할 수 있습니다. 전극 외관 검사 극판 스태킹 검사 캔 용접 검사 젤리롤/용접 검사 더 보기 → 고도의 정확성을 요구하는 PCB 산업 회로 기판 자체의 제조 과정에서 발생할 수 있는 기판 구조적 요소의 결함 검사와 기판 위에 전자 부품을 장착하고 연결하는 과정에서의 결함 검사가 가능합니다. 회로 패턴 층간 정렬 드릴 홀 솔더 페이스트 적용 부품 배치 솔더링 검사 더 보기 → 고속 생산 라인 검사가 필요한 식품 제조 공정 원재료 관리부터 생산과 포장까지 모든 생산 과정을 모니터링하고 검사함으로써 제품 위생과 품질을 동시에 관리할 수 있습니다. 재료 이물 검사 공정 품질 검사 생산 제품 검사 더 보기 → 디스플레이 제조 공정 디스플레이 표면에 발생한 미세한 결함 등 작은 픽셀 단위까지 품질 검사가 가능합니다. 무라(얼룩)검사 디스플레이 표면 검사 기판 유리 검사 인쇄 제본 공정 얼룩, 왜곡, 공백 등 오류 사항을 검출해 정확한 정보를 담은 인쇄 결과물을 만드는 데 기여합니다. 라벨 품질 검사 문자 인식 출력물 오류 검사 바이오의약품 제조 공정 사람의 건강에 직접적으로 영향을 줄 수 있는 제품이기에 모든 제작 단계에서 불량 검사를 체계적으로 진행하는 것이 중요합니다. 의료용 키트 검사 약품 품질 관리 바이알 오염 검사 자동차 제조 공정 수많은 부품으로 복잡하게 조립되는 생산 과정의 모든 단계마다 인공지능 품질 검사를 도입해 수율을 개선할 수 있습니다. 부품 외관 검사 조립 검사 유리/스크래치 검사 Functions SAIGE VISION이 제공하는 주요 기능을 확인하세요. 결함 검출 기능 Classification 사용자 정의에 따라 유형별 이미지 분류 Detection 이미지 내 결함을 박스 형태로 검출 Segmentation 이미지 내 결함을 픽셀 단위로 정밀 검출 OCR 이미지 내 문자 위치 및 텍스트 인식 Anomaly Detection 정상 이미지만 학습해 비정상 및 결함 검출 특수 기능 Defect Generation 실제 결함과 유사한 가상 결함 이미지 생성 Image Enhancement 저품질 이미지를 고품질로 향상 MLOps 기능 AI 모델의 효율적인 운영과 통합 관리 Strength SAIGE VISION만의 차별화된 경쟁력을 경험해 보세요. 경쟁사 대비 1.25배 이상의 높은 결함 검출 성능 Defect Generation과 Image Enhancement로 다양한 비전 문제 해결 Auto Label, Quick Label, Label Tag 등 다양한 라벨링 지원 기능 제공 수작업 라벨링의 비효율, AI라벨링과 Auto Labeling으로 어떻게 해결할까? AI 모델 모니터링, 데이터 수집 및 관리, 모델 배포 및 버전 관리와 같은 MLOps 기능 제공 제조업에 특화된 MLOps의 필요성 #### 세이지 빔스 Introduction AI로 보이지 않던 생산 손실을 가시화하고, 제조 현장의 생산성을 혁신합니다. (VIMS: Video Intelligent Monitoring Solution) 복잡한 하드웨어 추가 없이, 기존 CCTV만으로 미세 공정 지연·이상 동작·병목 구간을 실시간으로 포착하고 데이터 기반 생산 최적화를 지원합니다. Functions 실시간 이상 감지부터 데이터 기반 생산 최적화까지, SAIGE VIMS의 핵심 기능 사이클 속도 측정 한 사이클을 구간별로 분해하여 각 구간별 택타임 자동 측정 공정 속도 변화, 대기 시간 증가, 순서·단계 오류 자동 감지 미세 정지 반복 발생 등 육안으로 확인 불가능한 오류 포착 이상 동작 감지 경로 이탈, 동작 누락 등 미세 이상 모션 실시간 포착 및 즉시 알림 영상 데이터 기반 설비 병목 구간·고장 원인 직관적 시각화 정상 사이클과 이상 사이클 비교 분석으로 근본 원인 진단 생산 KPI 대시보드 설비 실 가동률, 구간별 택타임 준수율 등 핵심 KPI 실시간 제공 이상 이벤트 영상 자동 저장 및 통계 분석 데이터 기반 공정 최적화 의사결정 지원 솔루션 도입 효과 생산 손실 사전 차단 미세한 설비 이상 징후를 실시간으로 포착해 문제가 커지기 전에 대응합니다. 예측하지 못한 가동 중단 없이 안정적인 생산 흐름을 유지할 수 있습니다. 병목 구간 및 원인 정밀 진단 영상 데이터로 설비 동작의 전 구간을 추적해 수율 저하의 실제 원인을 찾아냅니다. '왜 생산량이 부족한지' 더 이상 추측에 의존하지 않아도 됩니다. 데이터 기반 생산관리 의사결정 설비 실 가동률, 택타임 준수율 등 현장의 핵심 지표를 한눈에 파악하고, 경험이 아닌 데이터로 공정을 개선합니다. Applications SAIGE VIMS는 다양한 산업 분야에서 활용할 수 있습니다. 이차전지 자동차부품 정밀한 생산 효율 관리가 필수적인 이차전지 산업 배터리 셀 적층 공정에서 발생하는 로봇 동작의 0.1~0.5초 단위 미세 지연과 셀 누락·셀 이동 경로 이탈 등 이상 동작을 실시간으로 포착합니다. PLC 신호상 정상으로 기록되어 놓쳤던 공정 손실 원인을 영상 데이터로 시각화해 병목 구간을 정밀하게 식별하고 데이터 기반 공정 최적화를 지원합니다. 제품 쓰러짐 검사끼임 검사낙하 검사장비 이상 검사공정 반복 정밀도 검사 차량의 성능, 안전, 효율을 결정하는 자동차 부품 제조 공정 로봇 작업 중 발생하는 0.1~0.5초 단위의 미세 동작 지연과 부품 누락·경로 이탈 등 이상 동작을 실시간으로 감지합니다. PLC 상 정상 신호로 기록되어 놓쳤던 공정 손실 원인을 영상 데이터로 시각화해 선제적 유지보수와 안정적인 생산 운영을 지원합니다. 부품 이송 오류 감지장비 이상 모니터링부품 끼임 검사공정 반복 정밀도 확인 Strength SAIGE VIMS만의 차별화된 경쟁력을 경험해 보세요. 고속 제조 공정 특화 1초에 최대 60개 이미지까지 AI 기반 검사 가능 가변 라인 속도 환경에서도 안정적인 연속 검사 가능 영상을 기반으로 공정 및 결함을 연속적으로 추적 및 분석 연속된 영상에서 특정 프레임을 추출하여 최적의 검사 타이밍을 자동으로 포착 단일 프레임으로 감지하기 어려운 순간적인 변화나 미세 결함도 감지 간편한 설치 및 운영 복잡한 하드웨어 구성 없이 CCTV와 바로 연결하여 AI 비전 검사 즉시 수행 별도의 트리거 세팅 없이 자동으로 검사 대상 추출 공정을 멈추지 않고 기존 설비에 쉽게 적용 가능 비지도 학습 기반 실시간 이상 감지 별도의 라벨링 작업 없이 운영 비용 절감 사전에 정의되지 않은 모든 이상 동작 감지 가능 실시간 데이터 기반으로 공정 분석 및 모니터링 지원 산업 현장 특화된 감지 알고리즘 조명 변화와 같은 외부 요인, 환경 변화에도 안정적인 모니터링 가능 자동 검사 영역(ROI) 보정 알고리즘을 통해, 카메라 앵글 변화에도 모델 재학습 없이 모니터링을 지속 #### 세이지 세이프티 Introduction AI로 산업 현장의 위험을 실시간으로 감지하고 사고를 미연에 방지합니다. 기존 인프라와 쉽게 통합되고, 통합 관제가 가능하며, 실시간으로 위험 상황을 감지하고 대응할 수 있습니다. Functions SAIGE SAFETY는 어떠한 위험도 놓치지 않습니다. 위험 감지 CCTV 영상에서 쓰러짐, 화재, 연기, 외부 침입 등 이벤트를 실시간 탐지 쓰러짐, 화재, 연기, 외부 침입 등 다양한 이벤트 즉시 탐지 현장 특성에 따른 위험 감지 이벤트 설정 가능 통합 관제 다수 CCTV의 중앙 통제, 사고 통계 분석, 이벤트 검색 및 필터링 다수 CCTV 통합 모니터링 지원 사고 유형/지역/일자별 통계 제공 이벤트 검색 및 필터링 기능 제공 알림 제공 위험 발생 시 SMS, 이메일, 모바일 알림, IoT 연동 경보 감지 즉시 SMS, 이메일, 모바일 알림 제공 IoT 기기(스피커, 경광등)와 연동하여 경보 발생 감지 가능 이벤트 화재 감지 연기 감지 안전모/안전조끼/안전대 미착용 위험 설비 접근 외부 침입 작업자 쓰러짐 현장 배회 중장비 협착 Strength SAIGE SAFETY만의 차별화된 경쟁력을 경험해 보세요. 소형 객체 정밀 감지 멀리 있는 작업자 및 작은 물체 정확하게 식별 야간, 눈, 비 등 악조건에서도 안정적인 성능 환경 제약 없이 높은 신뢰도의 감지 성능 제공 오탐 최소화를 위한 오검출 필터링 단발성 객체를 걸러내어 중요 이벤트만 경고하여 작업 환경 집중도 및 생산성 향상 동일 작업자 연속 추적 및 모니터링 가려짐·사각지대에서도 안정적인 객체 추적으로 중복 알림 최소화 실시간 3D 위험 감지 일반 카메라 영상의 3D 공간 분석으로 거리·위치 기반 정밀 위험 분석 및 감지 Applications 다양한 산업 현장에서 SAIGE SAFETY가 함께합니다. 건설 항만 물류 제조 건설 현장 고소작업 시 안전모 미착용, 안전대 미착용 등 안전 장비 미준수 상황을 즉시 감지하고 관리자에게 경보 크레인·지게차 등 중장비와 작업자 간의 협착 위험을 AI가 실시간으로 포착해 현장 사고 예방 더 보기 → 해운·항만 현장 천재지변, 야간에도 AI 영상 분석 기술을 활용해 불법 침입, 배회자, 위험 구역 무단 접근을 감지하고 즉시 경고 컨테이너 적재 과정에서 중장비 충돌, 화재·연기 등 위험 상황을 실시간으로 인지해 운영 안전성 향상 더 보기 → 물류 현장 AI가 지게차 운행 경로와 작업자의 이동 동선을 모니터링하여 충돌 위험을 사전에 파악하고 경보 전송 물류창고 내 낙하물, 쓰러짐 등 안전 위협 요소를 실시간으로 감지해 재고 손실과 인적 사고 위험 최소화 더 보기 → 제조 현장 반도체, 디스플레이, 바이오 등의 제조 공정에서 발생할 수 있는 폭발, 화재 신호를 파악해 경보 제조 공장 기계 끼임, 떨어짐, 물체 맞음 등 현장에서 발생할 수 있는 위협을 실시간으로 감지해 인사 사고 예방 Certification & Patent 검증된 품질과 기술은 현장을 지키는 가장 안전한 장치입니다. 한국인터넷진흥원(KISA) 인증 완료 - 쓰러짐, 배회, 침입, 방화 (KISA-IC-2024-011) GS 인증 1등급 획득 (25-0033) 안전 모니터링 AI 원천 기술 특허 출원 (10-2024-0021512) 산업융합 혁신 품목 선정 (2024-867-품004호) ### Media #### [SAFETY]laptop_devices_mockup_2 URL: https://saige.ai/safetylaptop_devices_mockup_2/ #### [SAIGE]a4_brochure_mockup_2026-Q1_safety URL: https://saige.ai/saigea4_brochure_mockup_2026-q1_safety/ #### [SAIGE]a4_brochure_mockup_2026-Q1_safety-2 URL: https://saige.ai/saigea4_brochure_mockup_2026-q1_safety-2/ #### [SAIGE]blog_image_10-04 URL: https://saige.ai/blog/logistics-warehouse-fire/saigeblog_image_10-04/ #### [SAIGE]blog_image_14-03 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/saigeblog_image_14-03/ #### [SAIGE]blog_image_14-04 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/saigeblog_image_14-04/ #### [SAIGE]blog_image_15-05 URL: https://saige.ai/blog/pharma-ai-quality-inspection/saigeblog_image_15-05/ #### [SAIGE]blog_image_22-01 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/saigeblog_image_22-01/ #### [SAIGE]blog_image_22-04 copy URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/saigeblog_image_22-04-copy/ #### [SAIGE]blog_image_26-01 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/saigeblog_image_26-01/ #### [SAIGE]blog_image_4-02 URL: https://saige.ai/blog/accident-act-response-manual/saigeblog_image_4-02/ #### [SAIGE]blog_image_4-05 URL: https://saige.ai/blog/accident-act-response-manual/saigeblog_image_4-05/ #### [SAIGE]blog_image_AI 기반 모니터링 URL: https://saige.ai/blog/cctv-fire-detection-system-guide-2/saigeblog_image_ai-%ea%b8%b0%eb%b0%98-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81/ #### [SAIGE]blog_image_IAD-04 URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/saigeblog_image_iad-04/ #### [SAIGE]blog_image_IAD-06 URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/saigeblog_image_iad-06/ #### [SAIGE]blog_image_labeling-02 URL: https://saige.ai/blog/ai-labeling-manufacturing/saigeblog_image_labeling-02/ #### [SAIGE]blog_image_labeling-03 URL: https://saige.ai/blog/ai-labeling-manufacturing/saigeblog_image_labeling-03/ #### [SAIGE]blog_image_SPC-02 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/saigeblog_image_spc-02-3/ #### [SAIGE]blog_image_SPC-02 URL: https://saige.ai/?attachment_id=2002 #### [SAIGE]blog_image_SPC-02 URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/saigeblog_image_spc-02-2/ #### [SAIGE]blog_image_SPC-03 URL: https://saige.ai/blog/manufacturing-entrapment-accident-prevention-solution/saigeblog_image_spc-03/ #### [SAIGE]blog_image_SPC-04 URL: https://saige.ai/?attachment_id=2003 #### [SAIGE]blog_image_SPC-05 URL: https://saige.ai/?attachment_id=2004 #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/blog/manufacturing-entrapment-accident-prevention-solution/saigeblog_image_spc-06-4/ #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/saigeblog_image_spc-06-5/ #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/blog/%ec%bb%a8%eb%b2%a0%ec%9d%b4%ec%96%b4-%eb%b2%a8%ed%8a%b8-%ec%82%ac%ea%b3%a0-%eb%b0%98%eb%b3%b5%eb%90%98%eb%8a%94-%ea%b5%ad%eb%82%b4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a1%9c-%ec%98%88%eb%b0%a9%ed%95%98/saigeblog_image_spc-06-6/ #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/?attachment_id=2005 #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/saigeblog_image_spc-06-2/ #### [SAIGE]blog_image_SPC-06 URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/saigeblog_image_spc-06-3/ #### [SAIGE]blog_image_weld-01 URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/saigeblog_image_weld-01/ #### [SAIGE]blog_image_건설공사-02 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/saigeblog_image_%ea%b1%b4%ec%84%a4%ea%b3%b5%ec%82%ac-02/ #### [SAIGE]blog_image_스마트안전관리시스템-02 URL: https://saige.ai/blog/smart-safety-management-system-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-02/ #### [SAIGE]blog_image_스마트안전관리시스템-02 URL: https://saige.ai/blog/cctv-intelligent-fire-detection-system/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-02-2/ #### [SAIGE]blog_image_스마트안전관리시스템-03 URL: https://saige.ai/blog/smart-safety-management-system-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-03/ #### [SAIGE]blog_image_스마트안전관리시스템-04 URL: https://saige.ai/blog/smart-safety-management-system-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-04/ #### [SAIGE]blog_image_스마트안전관리시스템-04 URL: https://saige.ai/blog/safety-government-subsidy-clean-workplace-guide-2026/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-04-2/ #### [SAIGE]blog_image_스마트안전관리시스템-05 URL: https://saige.ai/blog/smart-safety-management-system-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-05/ #### [SAIGE]blog_image_스마트안전관리시스템-06 URL: https://saige.ai/blog/ai-cctv-control-system-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%8b%9c%ec%8a%a4%ed%85%9c-06/ #### [SAIGE]blog_image_스마트안전기술-02 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ea%b8%b0%ec%88%a0-02/ #### [SAIGE]blog_image_스마트안전장비-01 URL: https://saige.ai/blog/smart-safety-equipment-support-program-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-01/ #### [SAIGE]blog_image_스마트안전장비-02-2 URL: https://saige.ai/blog/smart-safety-equipment-support-program-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-02-2/ #### [SAIGE]blog_image_스마트안전장비-02-2 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/saigeblog_image_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-02-2-2/ #### [SAIGE]blog_image_안전관리계획서-01 URL: https://saige.ai/blog/safety-management-plan-manual-guide/saigeblog_image_%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ea%b3%84%ed%9a%8d%ec%84%9c-01/ #### [SAIGE]blog_image_안전관리계획서수립대상-01 URL: https://saige.ai/blog/safety-management-plan-target-construction/saigeblog_image_%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ea%b3%84%ed%9a%8d%ec%84%9c%ec%88%98%eb%a6%bd%eb%8c%80%ec%83%81-01/ #### [SAIGE]blog_image_안전관리계획서수립대상-02 URL: https://saige.ai/blog/safety-management-plan-target-construction/saigeblog_image_%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ea%b3%84%ed%9a%8d%ec%84%9c%ec%88%98%eb%a6%bd%eb%8c%80%ec%83%81-02/ #### [SAIGE]blog_image_중대재해-06-CTA URL: https://saige.ai/blog/industrial-safety-health-standards/saigeblog_image_%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-06-cta/ #### [SAIGE]blog_image_지능형cctv-05 URL: https://saige.ai/blog/cctv-intelligent-fire-detection-system/saigeblog_image_%ec%a7%80%eb%8a%a5%ed%98%95cctv-05/ #### [SAIGE]blog_image_지능형cctv-05 URL: 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https://saige.ai/blog/harbor-safety-act-ai-safety-management/saigeblog_image_%ed%95%ad%eb%a7%8c%ec%95%88%ec%a0%84%ed%8a%b9%eb%b3%84%eb%b2%95-cta/ #### [SAIGE]blog_tech_thumbnail_anomalydetection URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/saigeblog_tech_thumbnail_anomalydetection/ #### [SAIGE]blog_thumbnail_00_스마트 제조업을 위한 URL: https://saige.ai/blog/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a0%9c%ec%a1%b0%ec%97%85%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ea%b2%80%ec%82%ac-%eb%8f%84%ec%9e%85%ec%9d%98-%ec%9e%a5%ec%95%a0%eb%ac%bc%ea%b3%bc-%ed%95%b4%ea%b2%b0%ec%b1%85/saigeblog_thumbnail_00_%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a0%9c%ec%a1%b0%ec%97%85%ec%9d%84-%ec%9c%84%ed%95%9c/ #### [SAIGE]blog_thumbnail_06 URL: https://saige.ai/blog/manufacturing-accidents/saigeblog_thumbnail_06/ #### [SAIGE]blog_thumbnail_07 제약 공정관리 실무자라면 반드시 알아야 할 5가지 실수 유형을 살펴봅니다. 또한 AI 솔루션으로 반복되는 실수를 사전에 감지하고 대응하는 방법을 알려드립니다. #### [SAIGE]blog_thumbnail_07 URL: https://saige.ai/blog/pcb-quality-ai-inspection/saigeblog_thumbnail_07-2/ #### [SAIGE]blog_thumbnail_07 URL: https://saige.ai/blog/pharma-process-ai/saigeblog_thumbnail_07-3/ #### [SAIGE]blog_thumbnail_07 URL: https://saige.ai/blog/pharma-process-ai/saigeblog_thumbnail_07-5/ #### [SAIGE]blog_thumbnail_07 URL: https://saige.ai/blog/pharma-process-ai/saigeblog_thumbnail_07-4/ #### [SAIGE]blog_thumbnail_08 URL: https://saige.ai/blog/pcb-quality-ai-inspection/saigeblog_thumbnail_08/ #### [SAIGE]blog_thumbnail_09 URL: https://saige.ai/blog/2nd-battery-monitoring/saigeblog_thumbnail_09/ #### [SAIGE]blog_thumbnail_10 대형 화재로 이어지는 물류창고 화재. 이 글에서는 물류창고 화재가 왜 유독 치명적인지, 주요 원인과 구조적 취약점을 짚어보고, 어떻게 화재를 사전에 감지하고 대응하는지 사례와 함께 소개합니다. #### [SAIGE]blog_thumbnail_11 URL: https://saige.ai/blog/advanced-biopharmaceuticals-quality-guide/saigeblog_thumbnail_11/ #### [SAIGE]blog_thumbnail_13 URL: https://saige.ai/blog/haccp-foreign-substance-inspection/saigeblog_thumbnail_13-2/ #### [SAIGE]blog_thumbnail_13 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/saigeblog_thumbnail_13/ #### [SAIGE]blog_thumbnail_14 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/saigeblog_thumbnail_14/ #### [SAIGE]blog_thumbnail_15 URL: https://saige.ai/blog/pharma-ai-quality-inspection/saigeblog_thumbnail_15/ #### [SAIGE]blog_thumbnail_16 URL: https://saige.ai/blog/smart-construction-ai-safety/saigeblog_thumbnail_16/ #### [SAIGE]blog_thumbnail_17 스마트팩토리로 건설현장 개선하기, AI가 한 끗 다른 안전관리를 도와주는 방법 #### [SAIGE]blog_thumbnail_18 URL: https://saige.ai/blog/ai-port-leadtime-management/saigeblog_thumbnail_18/ #### [SAIGE]blog_thumbnail_19 URL: https://saige.ai/blog/aeo-certification-guide/saigeblog_thumbnail_19/ #### [SAIGE]blog_thumbnail_20 URL: https://saige.ai/blog/automotive-ai-quality-saige/saigeblog_thumbnail_20/ #### [SAIGE]blog_thumbnail_21 장마철 제조업 안전사고, 우리 현장은 어떻게 준비해야 할까? #### [SAIGE]blog_thumbnail_21 URL: https://saige.ai/blog/quality-engineer-2026-skills/saigeblog_thumbnail_21-2/ #### 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[SAIGE]blog_thumbnail_김승현본부장 URL: https://saige.ai/blog/cief-product-owner-interview-1-2/saigeblog_thumbnail_%ea%b9%80%ec%8a%b9%ed%98%84%eb%b3%b8%eb%b6%80%ec%9e%a5/ #### [SAIGE]blog_thumbnail_문제의확장 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/saigeblog_thumbnail_%eb%ac%b8%ec%a0%9c%ec%9d%98%ed%99%95%ec%9e%a5/ #### [SAIGE]blog_thumbnail_문제의확장 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/saigeblog_thumbnail_%eb%ac%b8%ec%a0%9c%ec%9d%98%ed%99%95%ec%9e%a5-2/ #### [SAIGE]blog_thumbnail_문제의확장 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/saigeblog_thumbnail_%eb%ac%b8%ec%a0%9c%ec%9d%98%ed%99%95%ec%9e%a5-3/ #### [SAIGE]blog_thumbnail_세이프티도입사례 URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/saigeblog_thumbnail_%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%eb%8f%84%ec%9e%85%ec%82%ac%eb%a1%80/ #### [SAIGE]blog_thumbnail_세이프티도입사례 URL: 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[SAIGE]blog_thumbnail_용접검사한계 용접검사에서 놓치기 쉬운 결함, AI로 어떻게 잡을 수 있을까? #### [SAIGE]blog_thumbnail_윤석호소장 세이지(SAIGE) 윤석호 연구소장 (사진: 세이지) #### [SAIGE]blog_thumbnail_조선소 URL: https://saige.ai/blog/shipyard-safety-government-support-2026/saigeblog_thumbnail_%ec%a1%b0%ec%84%a0%ec%86%8c/ #### [SAIGE]blog_thumbnail_중대재해처벌법 시대 URL: https://saige.ai/blog/serious-accident-punishment-law-industrial-safety/saigeblog_thumbnail_%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%ec%8b%9c%eb%8c%80/ #### [SAIGE]blog_thumbnail_지능형CCTV기술확산 URL: https://saige.ai/blog/cctv-intelligent-fire-detection-system/saigeblog_thumbnail_%ec%a7%80%eb%8a%a5%ed%98%95cctv%ea%b8%b0%ec%88%a0%ed%99%95%ec%82%b0/ #### [SAIGE]blog_thumbnail_클린사업장조성지원 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/saigeblog_thumbnail_%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90/ #### [SAIGE]blog_thumbnail_설비생산성 URL: https://saige.ai/blog/takt-time-oee-management-guide/saigeblog_thumbnail_%ec%84%a4%eb%b9%84%ec%83%9d%ec%82%b0%ec%84%b1/ #### [SAIGE]blog_thumbnail_이동식CCTV URL: https://saige.ai/blog/mobile-cctv-edge-ai-safety/saigeblog_thumbnail_%ec%9d%b4%eb%8f%99%ec%8b%9dcctv/ #### [SAIGE]blog_윤석호소장_01 URL: https://saige.ai/saigeblog_%ec%9c%a4%ec%84%9d%ed%98%b8%ec%86%8c%ec%9e%a5_01/ #### [SAIGE]blog_윤석호소장_01 URL: https://saige.ai/saigeblog_%ec%9c%a4%ec%84%9d%ed%98%b8%ec%86%8c%ec%9e%a5_01-2/ #### [SAIGE]blog_윤석호소장_01 URL: https://saige.ai/blog/director-of-research-center-interview-1/saigeblog_%ec%9c%a4%ec%84%9d%ed%98%b8%ec%86%8c%ec%9e%a5_01-3/ #### [SAIGE]blog_윤석호소장_02 URL: https://saige.ai/blog/director-of-research-center-interview-1/saigeblog_%ec%9c%a4%ec%84%9d%ed%98%b8%ec%86%8c%ec%9e%a5_02/ #### [SAIGE]blog_윤석호소장_03 URL: https://saige.ai/blog/director-of-research-center-interview-1/saigeblog_%ec%9c%a4%ec%84%9d%ed%98%b8%ec%86%8c%ec%9e%a5_03/ #### [SAIGE]blog_윤석호소장_04 URL: 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https://saige.ai/blog/industrial-safety-health-standards/2024%eb%85%84%eb%b6%80%ed%84%b0-%ed%99%95%eb%8c%80-%ec%a0%81%ec%9a%a9%eb%90%9c-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%82%b4%ec%9a%a9-%ec%b6%9c%ec%b2%98-%ea%b3%a0-3/ #### 2024년부터 확대 적용된 중대재해 처벌법 내용 (출처 고용노동부, 서울특별시) URL: https://saige.ai/blog/construction-safety-training-ai/2024%eb%85%84%eb%b6%80%ed%84%b0-%ed%99%95%eb%8c%80-%ec%a0%81%ec%9a%a9%eb%90%9c-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%82%b4%ec%9a%a9-%ec%b6%9c%ec%b2%98-%ea%b3%a0-4/ #### 2025_Kconsafetyexpo-02 URL: https://saige.ai/newsroom/2025-%ed%95%9c%ea%b5%ad%ea%b1%b4%ec%84%a4%c2%b7%ec%95%88%ec%a0%84%eb%b0%95%eb%9e%8c%ed%9a%8c%ec%97%90%ec%84%9c-saige%eb%a5%bc-%eb%a7%8c%eb%82%98%eb%b3%b4%ec%84%b8%ec%9a%94/2025_kconsafetyexpo-02/ #### 2025_KPCA-01 URL: https://saige.ai/newsroom/kpcashow-2025%ec%97%90%ec%84%9c-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a5%bc-%eb%a7%8c%eb%82%98%eb%b3%b4%ec%84%b8%ec%9a%94/2025_kpca-01/ #### 2025-08-01 14 02 18 URL: https://saige.ai/newsroom/saige-ceo-park-jongwoo-ais-greatest-impact-will-come-from-manufacturing/2025-08-01-14-02-18/ #### 20250702_세이지-레노버, 'Intel AI Summit Seoul 2025' 공동 참가_사진자료1 URL: https://saige.ai/newsroom/saige-and-lenovo-demonstrate-integrated-ai-machine-vision-solutions-through-strategic-partnership/20250702_%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%a0%88%eb%85%b8%eb%b2%84-intel-ai-summit-seoul-2025-%ea%b3%b5%eb%8f%99-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c1/ #### 20251104_세이지, SMATEC 2025서 AI 머신비전 혁신 기술 선보인다_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-ai-%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84-%ed%98%81%ec%8b%a0-%ea%b8%b0%ec%88%a0-%ec%84%a0%eb%b3%b4%ec%9d%b8%eb%8b%a4-smatec-2025-%ec%b0%b8%ea%b0%80/20251104_%ec%84%b8%ec%9d%b4%ec%a7%80-smatec-2025%ec%84%9c-ai-%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84-%ed%98%81%ec%8b%a0-%ea%b8%b0%ec%88%a0-%ec%84%a0%eb%b3%b4%ec%9d%b8%eb%8b%a4_%ec%82%ac%ec%a7%84/ #### 20251105_세이지, 사우디 정부 사절단 초청 AI 기술 시연 및 협력 방안 논의_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%82%ac%ec%9a%b0%eb%94%94-%ec%a0%95%eb%b6%80-%ec%82%ac%ec%a0%88%eb%8b%a8-%ec%b4%88%ec%b2%ad-ai-%ea%b8%b0%ec%88%a0-%ec%8b%9c%ec%97%b0-%eb%b0%8f-%ed%98%91%eb%a0%a5/20251105_%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%82%ac%ec%9a%b0%eb%94%94-%ec%a0%95%eb%b6%80-%ec%82%ac%ec%a0%88%eb%8b%a8-%ec%b4%88%ec%b2%ad-ai-%ea%b8%b0%ec%88%a0-%ec%8b%9c%ec%97%b0-%eb%b0%8f-%ed%98%91/ #### 20251109_세이지 홍영석 대표, 포브스코리아 Y30s RISING AI LEADERS 선정_사진자료2 URL: https://saige.ai/newsroom/%ed%99%8d%ec%98%81%ec%84%9d-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%8c%80%ed%91%9c-%ed%8f%ac%eb%b8%8c%ec%8a%a4%ec%bd%94%eb%a6%ac%ec%95%84-y30s-rising-ai-leaders-%ec%84%a0%ec%a0%95/20251109_%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c-%ed%8f%ac%eb%b8%8c%ec%8a%a4%ec%bd%94%eb%a6%ac%ec%95%84-y30s-rising-ai-leaders-%ec%84%a0%ec%a0%95_%ec%82%ac%ec%a7%84/ #### 20251202_세이지, 정부 지원 사업 통해 중소사업장 ‘지능형 CCTV’ 보급 지원_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%95%eb%b6%80-%ec%a7%80%ec%9b%90-%ec%82%ac%ec%97%85-%ed%86%b5%ed%95%b4-%ec%a4%91%ec%86%8c%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%eb%b3%b4/20251202_%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%95%eb%b6%80-%ec%a7%80%ec%9b%90-%ec%82%ac%ec%97%85-%ed%86%b5%ed%95%b4-%ec%a4%91%ec%86%8c%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a7%80%eb%8a%a5%ed%98%95-cct/ #### 20251211_세이지, 중소기업 AI 전환 우수사례 대상 수상_사진자료1 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%98%a4%ec%84%b1%ec%b2%a0%ea%b0%95-%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-ai-%ec%a0%84%ed%99%98-%ec%9a%b0%ec%88%98%ec%82%ac%eb%a1%80-%eb%8c%80%ec%83%81-%ec%88%98%ec%83%81/20251211_%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-ai-%ec%a0%84%ed%99%98-%ec%9a%b0%ec%88%98%ec%82%ac%eb%a1%80-%eb%8c%80%ec%83%81-%ec%88%98%ec%83%81_%ec%82%ac%ec%a7%84%ec%9e%90/ #### 20251218_세이지, 알에스오토메이션과 ‘Physical AI 기반 차세대 로봇·자동화 플랫폼’ 공동 개발 MOU 체결_사진자료1 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%95%8c%ec%97%90%ec%8a%a4%ec%98%a4%ed%86%a0%eb%a9%94%ec%9d%b4%ec%85%98-%ed%94%bc%ec%a7%80%ec%bb%ac-ai-%ea%b8%b0%eb%b0%98-%eb%a1%9c%eb%b4%87%c2%b7%ec%9e%90%eb%8f%99/20251218_%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%95%8c%ec%97%90%ec%8a%a4%ec%98%a4%ed%86%a0%eb%a9%94%ec%9d%b4%ec%85%98%ea%b3%bc-physical-ai-%ea%b8%b0%eb%b0%98-%ec%b0%a8%ec%84%b8%eb%8c%80-%eb%a1%9c/ #### 2025년 3분기 산업재해 현황 (잠정) URL: https://saige.ai/blog/serious-accident-law-small-business-safety/2025%eb%85%84-3%eb%b6%84%ea%b8%b0-%ec%82%b0%ec%97%85%ec%9e%ac%ed%95%b4-%ed%98%84%ed%99%a9-%ec%9e%a0%ec%a0%95/ #### 2025년 제조업 주요 AI 뉴스 5가지 URL: https://saige.ai/blog/ai-news-manufacturing-2025/2025%eb%85%84-%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%a3%bc%ec%9a%94-ai-%eb%89%b4%ec%8a%a4-5%ea%b0%80%ec%a7%80/ #### 2025년 지능형 cctv 사건처리 통계 URL: https://saige.ai/blog/cctv-intelligent-fire-detection-system/2025%eb%85%84-%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%ec%82%ac%ea%b1%b4%ec%b2%98%eb%a6%ac-%ed%86%b5%ea%b3%84/ #### 2025년 지능형 cctv 사건처리 통계 URL: https://saige.ai/blog/ai-fire-monitoring-accuracy-improvement/2025%eb%85%84-%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%ec%82%ac%ea%b1%b4%ec%b2%98%eb%a6%ac-%ed%86%b5%ea%b3%84-2/ #### 2026 vs 2026 재해조사 대상 사망사고 발생현황(출처 고용노동부) URL: https://saige.ai/blog/sme-safety-management-solution-comparison/2026-vs-2026-%ec%9e%ac%ed%95%b4%ec%a1%b0%ec%82%ac-%eb%8c%80%ec%83%81-%ec%82%ac%eb%a7%9d%ec%82%ac%ea%b3%a0-%eb%b0%9c%ec%83%9d%ed%98%84%ed%99%a9%ec%b6%9c%ec%b2%98-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99/ #### 2026 경주 산불로 본 AI 화재 예방 방법, 20시간의 기록이 남긴 교훈 URL: https://saige.ai/blog/gyeongju-wildfire-ai-fire-prevention/2026-%ea%b2%bd%ec%a3%bc-%ec%82%b0%eb%b6%88%eb%a1%9c-%eb%b3%b8-ai-%ed%99%94%ec%9e%ac-%ec%98%88%eb%b0%a9-%eb%b0%a9%eb%b2%95-20%ec%8b%9c%ea%b0%84%ec%9d%98-%ea%b8%b0%eb%a1%9d%ec%9d%b4-%eb%82%a8%ea%b8%b4/ #### 2026_mockup_VIMS-03 URL: https://saige.ai/2026_mockup_vims-03/ #### 2026_safety_vims URL: https://saige.ai/2026_safety_vims/ #### 2026_스마트안전장비지원사업_가로형_251208 URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/2026_%ec%8a%a4%eb%a7%88%ed%8a%b8%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85_%ea%b0%80%eb%a1%9c%ed%98%95_251208/ #### 20260311_세이지, ‘SECON 2026’ 참가_사진자료2 URL: https://saige.ai/newsroom/industry-ax-enterprise-saige-secon-2026-participant/20260311_%ec%84%b8%ec%9d%b4%ec%a7%80-secon-2026-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2/ #### 2026년 중소조선연구원 안전환경구축 지원사업 공고 및 신청 절차 안내 URL: https://saige.ai/blog/shipyard-safety-government-support-2026/2026%eb%85%84-%ec%a4%91%ec%86%8c%ec%a1%b0%ec%84%a0%ec%97%b0%ea%b5%ac%ec%9b%90-%ec%95%88%ec%a0%84%ed%99%98%ea%b2%bd%ea%b5%ac%ec%b6%95-%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ea%b3%b5%ea%b3%a0-%eb%b0%8f/ #### 2026중대재해처벌법-1 URL: https://saige.ai/blog/2026-serious-accident-punishment-act-summary/2026%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-1/ #### 2026중대재해처벌법-2 URL: 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#### Advantages-of-Intelligent-CCTV-Certification.jpg URL: https://saige.ai/advantages-of-intelligent-cctv-certification-jpg/ #### Advantages-of-Introducing-a-Machine-Vision-Company.png URL: https://saige.ai/advantages-of-introducing-a-machine-vision-company-png/ #### Advantages-of-IoT-Fire-Detection-System.png URL: https://saige.ai/advantages-of-iot-fire-detection-system-png/ #### Advantages-of-Machine-Vision-Inspection.png URL: https://saige.ai/advantages-of-machine-vision-inspection-png/ #### Advantages-of-PCB-AOI-Inspection.png URL: https://saige.ai/advantages-of-pcb-aoi-inspection-png/ #### Advantages-of-Robot-Automation.png URL: https://saige.ai/advantages-of-robot-automation-png/ #### Advantages-of-Smart-Factory-Equipment-Maintenance.png URL: https://saige.ai/advantages-of-smart-factory-equipment-maintenance-png/ #### Advantages-of-Smart-Factory-Machine-Vision-Systems.jpg URL: https://saige.ai/advantages-of-smart-factory-machine-vision-systems-jpg/ #### Advantages-of-Smart-Logistics-and-Management-Efficiency.jpg URL: https://saige.ai/advantages-of-smart-logistics-and-management-efficiency-jpg/ #### Advantages-of-Vision-Images.jpg URL: https://saige.ai/advantages-of-vision-images-jpg/ #### Advantages-of-Visual-Inspection.jpg URL: https://saige.ai/advantages-of-visual-inspection-jpg/ #### AEO 인증 평가 항목별 세이지 세이프티 대응 기능 URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d-%ed%8f%89%ea%b0%80-%ed%95%ad%eb%aa%a9%eb%b3%84-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%8c%80%ec%9d%91-%ea%b8%b0%eb%8a%a5/ #### AEO 인증-보호구 착용 여부 실시간 자동인식 URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d-%eb%b3%b4%ed%98%b8%ea%b5%ac-%ec%b0%a9%ec%9a%a9-%ec%97%ac%eb%b6%80-%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9e%90%eb%8f%99%ec%9d%b8%ec%8b%9d/ #### AEO 인증-보호구 착용 여부 실시간 자동인식 URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d-%eb%b3%b4%ed%98%b8%ea%b5%ac-%ec%b0%a9%ec%9a%a9-%ec%97%ac%eb%b6%80-%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9e%90%eb%8f%99%ec%9d%b8%ec%8b%9d-2/ #### AEO 인증-위험 자동 감지부터 보고서생성까지 URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d-%ec%9c%84%ed%97%98-%ec%9e%90%eb%8f%99-%ea%b0%90%ec%a7%80%eb%b6%80%ed%84%b0-%eb%b3%b4%ea%b3%a0%ec%84%9c%ec%83%9d%ec%84%b1%ea%b9%8c%ec%a7%80/ #### AEO 인증-편리한 출입통제 URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d-%ed%8e%b8%eb%a6%ac%ed%95%9c-%ec%b6%9c%ec%9e%85%ed%86%b5%ec%a0%9c/ #### AEO 인증에서 반드시 챙겨하는 위험관리와 내부통제 (이미지 출처 freepik) URL: https://saige.ai/blog/aeo-certification-guide/aeo-%ec%9d%b8%ec%a6%9d%ec%97%90%ec%84%9c-%eb%b0%98%eb%93%9c%ec%8b%9c-%ec%b1%99%ea%b2%a8%ed%95%98%eb%8a%94-%ec%9c%84%ed%97%98%ea%b4%80%eb%a6%ac%ec%99%80-%eb%82%b4%eb%b6%80%ed%86%b5%ec%a0%9c-%ec%9d%b4/ #### AEO(Authorized Economic Operator) 인증이란 URL: https://saige.ai/blog/aeo-certification-guide/aeoauthorized-economic-operator-%ec%9d%b8%ec%a6%9d%ec%9d%b4%eb%9e%80-2/ #### AEO(Authorized Economic Operator) 인증이란 URL: https://saige.ai/blog/aeo-certification-guide/aeoauthorized-economic-operator-%ec%9d%b8%ec%a6%9d%ec%9d%b4%eb%9e%80/ #### aerial view container in port URL: https://saige.ai/blog/smart-port/aerial-view-container-in-port/ #### Aerial View of Container Port with Drones Flying Overhead and Person Using Tablet to Monitor Shipping Operations in Industrial Environment URL: https://saige.ai/blog/cctv-fire-detection-system-guide/aerial-view-of-container-port-with-drones-flying-overhead-and-person-using-tablet-to-monitor-shipping-operations-in-industrial-environment/ #### Aerial view oil and gas refinery plant at night, Oil and gas ind URL: https://saige.ai/case-study/refinery-mobile-ai-safety-case/aerial-view-oil-and-gas-refinery-plant-at-night-oil-and-gas-ind-3/ #### Aerial view oil and gas refinery plant at night, Oil and gas ind URL: https://saige.ai/aerial-view-oil-and-gas-refinery-plant-at-night-oil-and-gas-ind/ #### Aerial view oil and gas refinery plant at night, Oil and gas ind URL: https://saige.ai/aerial-view-oil-and-gas-refinery-plant-at-night-oil-and-gas-ind-2/ #### AI CCTV 도입 전 오탐률·현장 적응 속도·인프라 연동 확인 체크리스트 URL: https://saige.ai/blog/ai-cctv-recommendation-industrial-safety-guide/ai-cctv-%eb%8f%84%ec%9e%85-%ec%a0%84-%ec%98%a4%ed%83%90%eb%a5%a0%c2%b7%ed%98%84%ec%9e%a5-%ec%a0%81%ec%9d%91-%ec%86%8d%eb%8f%84%c2%b7%ec%9d%b8%ed%94%84%eb%9d%bc-%ec%97%b0%eb%8f%99-%ed%99%95%ec%9d%b8/ #### AI CCTV 제조공장 도입 비율 항목별 구성 비율 URL: https://saige.ai/blog/ai-cctv-manufacturing-cost-guide/ai-cctv-%ec%a0%9c%ec%a1%b0%ea%b3%b5%ec%9e%a5-%eb%8f%84%ec%9e%85-%eb%b9%84%ec%9c%a8-%ed%95%ad%eb%aa%a9%eb%b3%84-%ea%b5%ac%ec%84%b1-%eb%b9%84%ec%9c%a8/ #### AI CCTV-2 URL: https://saige.ai/blog/ai-cctv-manufacturing-cost-guide/ai-cctv-2/ #### Ai integration in manufacturing humanoid robot collaborates with URL: https://saige.ai/blog/ai-news-manufacturing-2025/ai-integration-in-manufacturing-humanoid-robot-collaborates-with/ #### AI 기반 CCTV가 작업자 위험 상황을 실시간으로 감지하고 알림을 보내는 화면 URL: https://saige.ai/blog/smart-construction-challenge/ai-%ea%b8%b0%eb%b0%98-cctv%ea%b0%80-%ec%9e%91%ec%97%85%ec%9e%90-%ec%9c%84%ed%97%98-%ec%83%81%ed%99%a9%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%ea%b3%a0-2/ #### AI 기반 CCTV가 작업자 위험 상황을 실시간으로 감지하고 알림을 보내는 화면 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/ai-%ea%b8%b0%eb%b0%98-cctv%ea%b0%80-%ec%9e%91%ec%97%85%ec%9e%90-%ec%9c%84%ed%97%98-%ec%83%81%ed%99%a9%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%ea%b3%a0/ #### AI 기반 CCTV가 작업자 위험 상황을 실시간으로 감지하고 알림을 보내는 화면 URL: https://saige.ai/blog/smart-port/ai-%ea%b8%b0%eb%b0%98-cctv%ea%b0%80-%ec%9e%91%ec%97%85%ec%9e%90-%ec%9c%84%ed%97%98-%ec%83%81%ed%99%a9%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%ea%b3%a0-3/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-5/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-6/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/gyeongnam-drilling-machine-accident/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-2/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/industrial-accident-case-prevention/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-3/ #### AI 기반 건설 현장 사고 예방 솔루션 - 세이지 세이프티 URL: https://saige.ai/blog/safety-accident-case-prevention/ai-%ea%b8%b0%eb%b0%98-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%86%94%eb%a3%a8%ec%85%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-4/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/safety-management-plan-manual-guide/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-4/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-7/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/smart-construction-challenge/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-8/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/industrial-safety-health-standards/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/smart-construction-challenge/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-9/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/construction-safety-training-ai/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-2/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/industrial-safety-health-law-article-17-ai/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-3/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/safe-workplace-support-application-mistakes/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-10/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/safety-management-plan-target-construction/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-5/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-11/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/csi-approval/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-6/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/safety-government-subsidy-clean-workplace-guide-2026/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-12/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/ai-human-detection-system-serious-accident-prevention/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-13/ #### AI 기반 안전관리 시스템 세이지 세이프티 URL: https://saige.ai/blog/manufacturing-near-miss-accident-ai-prevention/ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-14/ #### AI 기반 택트 타임 모니터링 시스템이 감지하는 4가지 공정 이탈 원인 분류 인포그래픽 URL: https://saige.ai/blog/takt-time-management-saige-vims-analysis/ai-%ea%b8%b0%eb%b0%98-%ed%83%9d%ed%8a%b8-%ed%83%80%ec%9e%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-4%ea%b0%80%ec%a7%80-%ea%b3%b5/ #### AI 기반 통합 관제 시스템의 핵심 기능 4가지 이미지화 URL: https://saige.ai/blog/ai-integrated-control-system-guide/ai-%ea%b8%b0%eb%b0%98-%ed%86%b5%ed%95%a9-%ea%b4%80%ec%a0%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%98-%ed%95%b5%ec%8b%ac-%ea%b8%b0%eb%8a%a5-4%ea%b0%80%ec%a7%80-%ec%9d%b4%eb%af%b8%ec%a7%80%ed%99%94/ #### AI 기술이 제시하는 3가지 핵심 기능 URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/ai-%ea%b8%b0%ec%88%a0%ec%9d%b4-%ec%a0%9c%ec%8b%9c%ed%95%98%eb%8a%94-3%ea%b0%80%ec%a7%80-%ed%95%b5%ec%8b%ac-%ea%b8%b0%eb%8a%a5-2/ #### AI 기술이 제시하는 3가지 핵심 기능 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/ai-%ea%b8%b0%ec%88%a0%ec%9d%b4-%ec%a0%9c%ec%8b%9c%ed%95%98%eb%8a%94-3%ea%b0%80%ec%a7%80-%ed%95%b5%ec%8b%ac-%ea%b8%b0%eb%8a%a5/ #### AI 모니터링 시스템이 건설 현장 여러 작업자의 안전모 착용 여부를 동시에 실시간 감지하는 화면 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%97%ac%eb%9f%ac-%ec%9e%91%ec%97%85%ec%9e%90%ec%9d%98-%ec%95%88%ec%a0%84%eb%aa%a8/ #### AI 모니터링 시스템이 건설 현장 여러 작업자의 안전모 착용 여부를 동시에 실시간 감지하는 화면 URL: https://saige.ai/blog/ai-korea-technology-industry-application/ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%97%ac%eb%9f%ac-%ec%9e%91%ec%97%85%ec%9e%90%ec%9d%98-%ec%95%88%ec%a0%84%eb%aa%a8-2/ #### AI 안전관리로 스마트팩토리 현장 구축 URL: https://saige.ai/blog/smart-construction-ai-safety-2/ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%eb%a1%9c-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac-%ed%98%84%ec%9e%a5-%ea%b5%ac%ec%b6%95/ #### AI 안전관리로 스마트팩토리 현장 구축 URL: https://saige.ai/blog/smart-construction-ai-safety-2/ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%eb%a1%9c-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac-%ed%98%84%ec%9e%a5-%ea%b5%ac%ec%b6%95-2/ #### AI 안전관리로 스마트팩토리 현장 구축 URL: https://saige.ai/blog/smart-construction-ai-safety-2/ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%eb%a1%9c-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac-%ed%98%84%ec%9e%a5-%ea%b5%ac%ec%b6%95-3/ #### AI 영상 관제 솔루션 도입 체크리스트 URL: https://saige.ai/ai-%ec%98%81%ec%83%81-%ea%b4%80%ec%a0%9c-%ec%86%94%eb%a3%a8%ec%85%98-%eb%8f%84%ec%9e%85-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8/ #### AI 영상 관제 솔루션 도입 체크리스트 URL: https://saige.ai/blog/ai-video-surveillance-prevention-2/ai-%ec%98%81%ec%83%81-%ea%b4%80%ec%a0%9c-%ec%86%94%eb%a3%a8%ec%85%98-%eb%8f%84%ec%9e%85-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8-2/ #### AI 영상관제 오탐이 만드는 숨은 비용 4가지 URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/ai-%ec%98%81%ec%83%81%ea%b4%80%ec%a0%9c-%ec%98%a4%ed%83%90%ec%9d%b4-%eb%a7%8c%eb%93%9c%eb%8a%94-%ec%88%a8%ec%9d%80-%eb%b9%84%ec%9a%a9-4%ea%b0%80%ec%a7%80/ #### AI 영상관제 하루 오탐 200건이 월 73시간, 인력 약 0.4명분으로 환산되는 비용 흐름을 보여주는 인포그래픽 URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/ai-%ec%98%81%ec%83%81%ea%b4%80%ec%a0%9c-%ed%95%98%eb%a3%a8-%ec%98%a4%ed%83%90-200%ea%b1%b4%ec%9d%b4-%ec%9b%94-73%ec%8b%9c%ea%b0%84-%ec%9d%b8%eb%a0%a5-%ec%95%bd-0-4%eb%aa%85%eb%b6%84%ec%9c%bc%eb%a1%9c/ #### AI 영상관제, 감지에서 예방으로 패러다임이 바뀌고 있다 URL: https://saige.ai/ai-%ec%98%81%ec%83%81%ea%b4%80%ec%a0%9c-%ea%b0%90%ec%a7%80%ec%97%90%ec%84%9c-%ec%98%88%eb%b0%a9%ec%9c%bc%eb%a1%9c-%ed%8c%a8%eb%9f%ac%eb%8b%a4%ec%9e%84%ec%9d%b4-%eb%b0%94%eb%80%8c%ea%b3%a0-%ec%9e%88/ #### AI 영상관제, 감지에서 예방으로 패러다임이 바뀌고 있다 URL: https://saige.ai/blog/ai-video-surveillance-prevention-2/ai-%ec%98%81%ec%83%81%ea%b4%80%ec%a0%9c-%ea%b0%90%ec%a7%80%ec%97%90%ec%84%9c-%ec%98%88%eb%b0%a9%ec%9c%bc%eb%a1%9c-%ed%8c%a8%eb%9f%ac%eb%8b%a4%ec%9e%84%ec%9d%b4-%eb%b0%94%eb%80%8c%ea%b3%a0-%ec%9e%88-2/ #### AI 인체 감지 시스템이 지게차와 작업자 간 거악하고 위험 거리 진입 시 경고 URL: https://saige.ai/blog/ai-human-detection-system-serious-accident-prevention/ai-%ec%9d%b8%ec%b2%b4-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ec%a7%80%ea%b2%8c%ec%b0%a8%ec%99%80-%ec%9e%91%ec%97%85%ec%9e%90-%ea%b0%84-%ea%b1%b0%ec%95%85%ed%95%98%ea%b3%a0-%ec%9c%84/ #### AI-and-Technological-Advancements-in-Labeling-Work.png URL: https://saige.ai/ai-and-technological-advancements-in-labeling-work-png/ #### AI-Applications-in-Manufacturing-Quality-Control.png URL: https://saige.ai/ai-applications-in-manufacturing-quality-control-png/ #### AI-Applications-in-Predictive-Maintenance-for-Manufacturing.png URL: https://saige.ai/ai-applications-in-predictive-maintenance-for-manufacturing-png/ #### AI-Applications-in-Robotics-and-Manufacturing.png URL: https://saige.ai/ai-applications-in-robotics-and-manufacturing-png/ #### AI-Applications-in-Small-and-Medium-Enterprises.png URL: https://saige.ai/ai-applications-in-small-and-medium-enterprises-png/ #### AI-Applications-in-Supply-Chain-Management-and-Manufacturing.png URL: https://saige.ai/ai-applications-in-supply-chain-management-and-manufacturing-png/ #### AI-Implementation-Cases-for-Fire-Prevention-in-Small-Factories.png URL: https://saige.ai/ai-implementation-cases-for-fire-prevention-in-small-factories-png/ #### AI-Implementation-Stages-for-Smart-Factories.png URL: https://saige.ai/ai-implementation-stages-for-smart-factories-png/ #### AI-Predictive-Maintenance-Implementation-Case.png URL: https://saige.ai/ai-predictive-maintenance-implementation-case-png/ #### AI-Technology-Trends-in-Manufacturing.png URL: https://saige.ai/ai-technology-trends-in-manufacturing-png/ #### AI-Vision-Inspection-Applications.png URL: https://saige.ai/ai-vision-inspection-applications-png/ #### AI라벨링 도입 이후 100배 이상의 처리 효율 향상 URL: https://saige.ai/blog/ai-labeling-manufacturing/ai%eb%9d%bc%eb%b2%a8%eb%a7%81-%eb%8f%84%ec%9e%85-%ec%9d%b4%ed%9b%84-100%eb%b0%b0-%ec%9d%b4%ec%83%81%ec%9d%98-%ec%b2%98%eb%a6%ac-%ed%9a%a8%ec%9c%a8-%ed%96%a5%ec%83%81/ #### ALT HACCP 식품이물검사_세이지 URL: https://saige.ai/blog/haccp-foreign-substance-inspection/alt-haccp-%ec%8b%9d%ed%92%88%ec%9d%b4%eb%ac%bc%ea%b2%80%ec%82%ac_%ec%84%b8%ec%9d%b4%ec%a7%80/ #### ALT SAIGE의 세이프티 중대재해처벌법 대응 매뉴얼 적용 사례 URL: https://saige.ai/blog/accident-act-response-manual/alt-saige%ec%9d%98-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91-%eb%a7%a4%eb%89%b4%ec%96%bc-%ec%a0%81%ec%9a%a9-%ec%82%ac/ #### ALT SAIGE의 세이프티 중대재해처벌법 대응 매뉴얼 적용 사례 URL: https://saige.ai/blog/resort-fire-ai/alt-saige%ec%9d%98-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91-%eb%a7%a4%eb%89%b4%ec%96%bc-%ec%a0%81%ec%9a%a9-%ec%82%ac-2/ #### ALT SAIGE의 세이프티 중대재해처벌법 대응 매뉴얼 적용 사례 URL: https://saige.ai/blog/resort-fire-ai/alt-saige%ec%9d%98-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91-%eb%a7%a4%eb%89%b4%ec%96%bc-%ec%a0%81%ec%9a%a9-%ec%82%ac-3/ #### ALT 중대재해처벌법 대응을 위한 세이프티의 CCTV 감지 항목 URL: https://saige.ai/blog/accident-act-response-manual/alt-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91%ec%9d%84-%ec%9c%84%ed%95%9c-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-cctv-%ea%b0%90%ec%a7%80-%ed%95%ad/ #### Amendments-and-Status-of-the-Industrial-Safety-and-Health-Act.png URL: https://saige.ai/amendments-and-status-of-the-industrial-safety-and-health-act-png/ #### An engineer inspects the quality of a camera lens. URL: https://saige.ai/blog/ceo-interview-1/an-engineer-inspects-the-quality-of-a-camera-lens/ #### An outdoor CCTV camera on the wall of an office business center. The concept of protecting businesses from hooliganism URL: https://saige.ai/blog/blog-ai-cctv-vendor-comparison-2026/an-outdoor-cctv-camera-on-the-wall-of-an-office-business-center-the-concept-of-protecting-businesses-from-hooliganism/ #### An outdoor CCTV camera on the wall of an office business center. The concept of protecting businesses from hooliganism URL: https://saige.ai/blog/blog-ai-cctv-vendor-comparison-2026/an-outdoor-cctv-camera-on-the-wall-of-an-office-business-center-the-concept-of-protecting-businesses-from-hooliganism-2/ #### Analysis-Method-of-Production-Loss-Costs.png URL: https://saige.ai/analysis-method-of-production-loss-costs-png/ #### Analysis-of-Accident-Cases-at-Construction-Sites.jpg URL: https://saige.ai/analysis-of-accident-cases-at-construction-sites-jpg/ #### Analysis-of-Accident-Cases-Related-to-Forklift-Helmet-Use.jpg URL: https://saige.ai/analysis-of-accident-cases-related-to-forklift-helmet-use-jpg/ #### Analysis-of-Actual-Cases-of-Abnormal-Diagnosis.png URL: https://saige.ai/analysis-of-actual-cases-of-abnormal-diagnosis-png/ #### Analysis-of-AI-Applications-in-Manufacturing.png URL: https://saige.ai/analysis-of-ai-applications-in-manufacturing-png/ #### Analysis-of-AI-Implementation-Scenarios-and-Case-Studies-in-Manufacturing.png URL: https://saige.ai/analysis-of-ai-implementation-scenarios-and-case-studies-in-manufacturing-png/ #### Analysis-of-AI-Manufacturing-Technology-Cases.png URL: https://saige.ai/analysis-of-ai-manufacturing-technology-cases-png/ #### Analysis-of-Causes-of-Accidents-in-Automobile-Manufacturing.png URL: https://saige.ai/analysis-of-causes-of-accidents-in-automobile-manufacturing-png/ #### Analysis-of-Causes-of-Occupational-Deaths.png URL: https://saige.ai/analysis-of-causes-of-occupational-deaths-png/ #### Analysis-of-Causes-of-Pinching-Accidents.jpg URL: https://saige.ai/analysis-of-causes-of-pinching-accidents-jpg/ #### Analysis-of-Causes-of-Production-Loss-Costs.png URL: https://saige.ai/analysis-of-causes-of-production-loss-costs-png/ #### Analysis-of-Compliance-with-Safety-Helmet-Wearing-Standards.jpg URL: https://saige.ai/analysis-of-compliance-with-safety-helmet-wearing-standards-jpg/ #### Analysis-of-Compliance-with-Safety-Helmet-Wearing-Standards.jpg URL: https://saige.ai/analysis-of-compliance-with-safety-helmet-wearing-standards-jpg-2/ #### Analysis-of-Compliance-with-Safety-Helmet-Wearing-Standards.png URL: https://saige.ai/analysis-of-compliance-with-safety-helmet-wearing-standards-png/ #### Analysis-of-Disaster-Occurrence-Types.png URL: https://saige.ai/analysis-of-disaster-occurrence-types-png/ #### Analysis-of-Domestic-and-International-Hazardous-Material-Accidents.png URL: https://saige.ai/analysis-of-domestic-and-international-hazardous-material-accidents-png/ #### Analysis-of-Equipment-Failure-Causes-and-Response-Strategies.png URL: https://saige.ai/analysis-of-equipment-failure-causes-and-response-strategies-png/ #### Analysis-of-Heavy-Equipment-Accident-Causes.jpg URL: https://saige.ai/analysis-of-heavy-equipment-accident-causes-jpg/ #### Analysis-of-Industrial-AX-Implementation-Cases.png URL: https://saige.ai/analysis-of-industrial-ax-implementation-cases-png/ #### Analysis-of-Industrial-AX-Implementation-Cases.png URL: https://saige.ai/analysis-of-industrial-ax-implementation-cases-png-2/ #### Analysis-of-Industrial-Safety-Accident-Causes.png URL: https://saige.ai/analysis-of-industrial-safety-accident-causes-png/ #### Analysis-of-Industries-Subject-to-Safety-Management-Plan-Preparation.jpg URL: https://saige.ai/analysis-of-industries-subject-to-safety-management-plan-preparation-jpg/ #### Analysis-of-Kosher-Guide-Utilization-in-the-Market.png URL: https://saige.ai/analysis-of-kosher-guide-utilization-in-the-market-png/ #### Analysis-of-Major-Causes-of-Equipment-Micro-Stoppages.png URL: https://saige.ai/analysis-of-major-causes-of-equipment-micro-stoppages-png/ #### Analysis-of-Major-Industrial-Accident-Causes.jpg URL: https://saige.ai/analysis-of-major-industrial-accident-causes-jpg/ #### Analysis-of-Major-Industrial-Accident-Prevention-Cases.png URL: https://saige.ai/analysis-of-major-industrial-accident-prevention-cases-png/ #### Analysis-of-Major-Industrial-Robot-Accident-Cases.png URL: https://saige.ai/analysis-of-major-industrial-robot-accident-cases-png/ #### Analysis-of-Major-Manufacturing-Process-Bottleneck-Causes.png URL: https://saige.ai/analysis-of-major-manufacturing-process-bottleneck-causes-png/ #### Analysis-of-Manufacturing-Cycle-Stages.png URL: https://saige.ai/analysis-of-manufacturing-cycle-stages-png/ #### Analysis-of-Near-Miss-Incidents-in-the-Automotive-Industry.png URL: https://saige.ai/analysis-of-near-miss-incidents-in-the-automotive-industry-png/ #### Analysis-of-Pinch-Accident-Cases.png URL: https://saige.ai/analysis-of-pinch-accident-cases-png/ #### Analysis-of-Press-Accident-Causes.jpg URL: https://saige.ai/analysis-of-press-accident-causes-jpg/ #### Analysis-of-Recent-Automotive-Manufacturing-Accidents.png URL: https://saige.ai/analysis-of-recent-automotive-manufacturing-accidents-png/ #### Analysis-of-Recent-Fire-Accident-Causes.png URL: https://saige.ai/analysis-of-recent-fire-accident-causes-png/ #### Analysis-of-Recent-Hazardous-Material-Accidents.png URL: https://saige.ai/analysis-of-recent-hazardous-material-accidents-png/ #### Analysis-of-Safety-Accidents-During-Construction.jpg URL: https://saige.ai/analysis-of-safety-accidents-during-construction-jpg/ #### Analysis-of-Successful-AI-Implementation-Cases.png URL: https://saige.ai/analysis-of-successful-ai-implementation-cases-png/ #### Analysis-of-Successful-Smart-Factory-Implementation-Cases.png URL: https://saige.ai/analysis-of-successful-smart-factory-implementation-cases-png/ #### Analysis-of-the-Cause-of-the-POSCO-EC-Accident.jpg URL: https://saige.ai/analysis-of-the-cause-of-the-posco-ec-accident-jpg/ #### Analysis-of-the-Cause-of-the-POSCO-EC-Accident.jpg URL: https://saige.ai/analysis-of-the-cause-of-the-posco-ec-accident-jpg-2/ #### Analysis-of-the-Cause-of-the-Robot-Accident-in-Gyeongnam-Goseong.png URL: https://saige.ai/analysis-of-the-cause-of-the-robot-accident-in-gyeongnam-goseong-png/ #### Analysis-of-the-Effectiveness-of-Preventing-Entrapment-Accidents-through-Case-Studies-1.png URL: https://saige.ai/analysis-of-the-effectiveness-of-preventing-entrapment-accidents-through-case-studies-1-png/ #### Analysis-of-the-Effectiveness-of-Preventing-Entrapment-Accidents-Through-Case-Studies.png URL: https://saige.ai/analysis-of-the-effectiveness-of-preventing-entrapment-accidents-through-case-studies-png/ #### Analysis-of-Violations-and-Penalties.jpg URL: https://saige.ai/analysis-of-violations-and-penalties-jpg/ #### Analysis-Techniques-for-Cycle-Time-Reduction.png URL: https://saige.ai/analysis-techniques-for-cycle-time-reduction-png/ #### Appearance-Inspector-for-Various-Applications.png URL: https://saige.ai/appearance-inspector-for-various-applications-png/ #### Application-and-Effects-of-Latest-Technology.png URL: https://saige.ai/application-and-effects-of-latest-technology-png/ #### Application-and-Penalties-of-the-Industrial-Safety-and-Health-Act.png URL: 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Orange industrial robots work efficiently in a modern automotive manufacturing plant. URL: https://saige.ai/case-study/robot-workplace-ai-safety-system-case/automated-robotic-arms-assemble-car-parts-in-a-large-factory-setting-orange-industrial-robots-work-efficiently-in-a-modern-automotive-manufacturing-plant/ #### Automobile-Manufacturing-Robot-Accident-Prevention-Measures.png URL: https://saige.ai/automobile-manufacturing-robot-accident-prevention-measures-png/ #### Autonomous-Driving-Industry-Outlook-in-the-Global-Market.png URL: https://saige.ai/autonomous-driving-industry-outlook-in-the-global-market-png/ #### AW 2026 스마트공장·자동화산업전 세이지 부스 전경 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/aw-2026-%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b3%b5%ec%9e%a5%c2%b7%ec%9e%90%eb%8f%99%ed%99%94%ec%82%b0%ec%97%85%ec%a0%84-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b6%80%ec%8a%a4-%ec%a0%84%ea%b2%bd/ #### AW 2026 스마트공장·자동화산업전 세이지 부스 전경 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/aw-2026-%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b3%b5%ec%9e%a5%c2%b7%ec%9e%90%eb%8f%99%ed%99%94%ec%82%b0%ec%97%85%ec%a0%84-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b6%80%ec%8a%a4-%ec%a0%84%ea%b2%bd-2/ #### AW 2026에서 확인한 것 — 제조 현장이 AI에 묻는 진짜 질문 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/aw-2026%ec%97%90%ec%84%9c-%ed%99%95%ec%9d%b8%ed%95%9c-%ea%b2%83-%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%9d%b4-ai%ec%97%90-%eb%ac%bb%eb%8a%94-%ec%a7%84%ec%a7%9c-%ec%a7%88%eb%ac%b8/ #### AW2025_베스트솔루션데이_썸네일 URL: https://saige.ai/blog/%ec%98%81%ec%83%81-ai-%eb%b9%84%ec%a0%84-%ea%b2%80%ec%82%ac%ec%9d%98-%ec%84%b1%ea%b3%b5%ec%a0%81-%eb%8f%84%ec%9e%85%ec%9d%84-%ec%9c%84%ed%95%9c-%eb%b0%a9%ed%96%a5%ec%84%b1-%ec%a0%9c%ec%95%88/aw2025_%eb%b2%a0%ec%8a%a4%ed%8a%b8%ec%86%94%eb%a3%a8%ec%85%98%eb%8d%b0%ec%9d%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### aw2026_세이지부스위치 URL: 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URL: https://saige.ai/benefits-and-challenges-of-artificial-intelligence-security-management-png/ #### Benefits-and-Challenges-of-Automated-Assembly.png URL: https://saige.ai/benefits-and-challenges-of-automated-assembly-png/ #### Benefits-and-Challenges-of-Manufacturing-Data-Integration-1.png URL: https://saige.ai/benefits-and-challenges-of-manufacturing-data-integration-1-png/ #### Benefits-and-Challenges-of-Manufacturing-Data-Integration.png URL: https://saige.ai/benefits-and-challenges-of-manufacturing-data-integration-png/ #### Benefits-and-Challenges-of-Physical-AI.png URL: https://saige.ai/benefits-and-challenges-of-physical-ai-png/ #### Benefits-and-Challenges-of-Production-Automation.png URL: https://saige.ai/benefits-and-challenges-of-production-automation-png/ #### Benefits-and-Cost-Reduction-Strategies-of-Implementing-Machine-Vision.png URL: https://saige.ai/benefits-and-cost-reduction-strategies-of-implementing-machine-vision-png/ #### Benefits-and-Cost-Savings-of-Introducing-an-Exterior-Inspector.png URL: https://saige.ai/benefits-and-cost-savings-of-introducing-an-exterior-inspector-png/ #### Benefits-and-Effectiveness-of-Intrusion-Prevention-Solutions.png URL: https://saige.ai/benefits-and-effectiveness-of-intrusion-prevention-solutions-png/ #### Benefits-and-Effects-of-Industry-AX.png URL: https://saige.ai/benefits-and-effects-of-industry-ax-png/ #### Benefits-and-Effects-of-Palletizing.png URL: https://saige.ai/benefits-and-effects-of-palletizing-png/ #### Benefits-and-Effects-of-Robotic-Palletizers.png URL: https://saige.ai/benefits-and-effects-of-robotic-palletizers-png/ #### Benefits-and-Effects-of-Smart-Fire-Detection.png URL: https://saige.ai/benefits-and-effects-of-smart-fire-detection-png/ #### Benefits-and-Effects-of-Smart-Safety-Equipment.jpg URL: https://saige.ai/benefits-and-effects-of-smart-safety-equipment-jpg/ #### Benefits-and-Effects-of-Smart-Safety-Equipment.jpg URL: 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Benefits-of-Implementing-Smart-Safety-Equipment.jpg URL: https://saige.ai/benefits-of-implementing-smart-safety-equipment-jpg/ #### Benefits-of-Introducing-Intelligent-CCTV.png URL: https://saige.ai/benefits-of-introducing-intelligent-cctv-png/ #### Benefits-of-Predictive-Maintenance-System.png URL: https://saige.ai/benefits-of-predictive-maintenance-system-png/ #### Benefits-of-Productivity-Analysis-and-Performance-Improvement.png URL: https://saige.ai/benefits-of-productivity-analysis-and-performance-improvement-png/ #### Benefits-of-Real-Time-Monitoring-of-Production-Processes.png URL: https://saige.ai/benefits-of-real-time-monitoring-of-production-processes-png/ #### Benefits-of-Risk-Assessment-Support-System.jpg URL: https://saige.ai/benefits-of-risk-assessment-support-system-jpg/ #### Benefits-of-VLM-Safety-Management.png URL: https://saige.ai/benefits-of-vlm-safety-management-png/ #### Best-Practices-for-Effective-PCB-Inspection.png URL: https://saige.ai/best-practices-for-effective-pcb-inspection-png/ #### Best-Practices-for-Equipment-Maintenance.png URL: https://saige.ai/best-practices-for-equipment-maintenance-png/ #### Blocking-the-Possibility-of-Accidents-Through-Technology.png URL: https://saige.ai/blocking-the-possibility-of-accidents-through-technology-png/ #### blog_02_커리어_머신비전_엔지니어 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%8a%94-%ec%9d%b4%eb%a0%87%ea%b2%8c-%ec%9d%bc%ed%95%a9%eb%8b%88%eb%8b%a4/blog_02_%ec%bb%a4%eb%a6%ac%ec%96%b4_%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84_%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4/ #### blog_03_커리어_일하기_좋은_기업_1위 URL: https://saige.ai/blog/%ec%9d%bc%ed%95%98%ea%b8%b0-%ec%a2%8b%ec%9d%80-%ea%b8%b0%ec%97%85-1%ec%9c%84-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%8a%94-%ec%96%b4%eb%96%a4-%ed%9a%8c%ec%82%ac%ec%9d%b8%ea%b0%80%ec%9a%94/blog_03_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%9d%bc%ed%95%98%ea%b8%b0_%ec%a2%8b%ec%9d%80_%ea%b8%b0%ec%97%85_1%ec%9c%84/ #### blog_04_커리어_2022회고리포트 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-2022%eb%85%84-%ed%9a%8c%ea%b3%a0-%eb%a6%ac%ed%8f%ac%ed%8a%b8/blog_04_%ec%bb%a4%eb%a6%ac%ec%96%b4_2022%ed%9a%8c%ea%b3%a0%eb%a6%ac%ed%8f%ac%ed%8a%b8/ #### blog_05_커리어_사업팀-1 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80-sales%ed%8c%80%ec%9d%80-%ec%9d%b4%eb%a0%87%ea%b2%8c-%ec%9d%bc%ed%95%a9%eb%8b%88%eb%8b%a4/blog_05_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%82%ac%ec%97%85%ed%8c%80-1/ #### blog_06_커리어_왜_개발자가됐을까1 URL: https://saige.ai/blog/%ec%84%b8%eb%a1%9c%ec%a7%80%eb%8b%88%eb%8a%94-%ec%99%9c-%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ea%b0%9c%eb%b0%9c%ec%9e%90%ea%b0%80-%eb%90%90%ec%9d%84%ea%b9%8c-1%ed%8e%b8/blog_06_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%99%9c_%ea%b0%9c%eb%b0%9c%ec%9e%90%ea%b0%80%eb%90%90%ec%9d%84%ea%b9%8c1/ #### blog_07_커리어_왜_개발자가됐을까2 URL: https://saige.ai/blog/%ec%84%b8%eb%a1%9c%ec%a7%80%eb%8b%88%eb%8a%94-%ec%99%9c-%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ea%b0%9c%eb%b0%9c%ec%9e%90%ea%b0%80-%eb%90%90%ec%9d%84%ea%b9%8c-2%ed%8e%b8/blog_07_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%99%9c_%ea%b0%9c%eb%b0%9c%ec%9e%90%ea%b0%80%eb%90%90%ec%9d%84%ea%b9%8c2/ #### blog_11_커리어_썸네일_백엔드팀_인터뷰 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b0%b1%ec%97%94%eb%93%9c-%ed%8c%80%ec%9d%80-%ec%9d%b4%eb%a0%87%ea%b2%8c-%ec%9d%bc%ed%95%a9%eb%8b%88%eb%8b%a4/blog_11_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_%eb%b0%b1%ec%97%94%eb%93%9c%ed%8c%80_%ec%9d%b8%ed%84%b0%eb%b7%b0/ #### blog_14_커리어_썸네일_창립멤버-2 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%b0%bd%eb%a6%bd%eb%a9%a4%eb%b2%84%eb%a5%bc-%eb%a7%8c%eb%82%98%eb%8b%a4/blog_14_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%b0%bd%eb%a6%bd%eb%a9%a4%eb%b2%84-2/ #### blog_15_커리어_썸네일_인턴생활_마무리 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%97%90%ec%84%9c%ec%9d%98-%ec%9d%b8%ed%84%b4-%ec%83%9d%ed%99%9c%ec%9d%84-%eb%a7%88%eb%ac%b4%eb%a6%ac-%ed%95%98%eb%a9%b0/blog_15_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%9d%b8%ed%84%b4%ec%83%9d%ed%99%9c_%eb%a7%88%eb%ac%b4%eb%a6%ac/ #### blog_본문이미지_240521-01_DfAJiCv URL: https://saige.ai/blog/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a0%9c%ec%a1%b0%ec%97%85%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ea%b2%80%ec%82%ac-%eb%8f%84%ec%9e%85%ec%9d%98-%ec%9e%a5%ec%95%a0%eb%ac%bc%ea%b3%bc-%ed%95%b4%ea%b2%b0%ec%b1%85/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240521-01_dfajicv/ #### blog_본문이미지_240521-02 URL: https://saige.ai/blog/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a0%9c%ec%a1%b0%ec%97%85%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ea%b2%80%ec%82%ac-%eb%8f%84%ec%9e%85%ec%9d%98-%ec%9e%a5%ec%95%a0%eb%ac%bc%ea%b3%bc-%ed%95%b4%ea%b2%b0%ec%b1%85/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240521-02/ #### blog_본문이미지_240521-03 URL: https://saige.ai/blog/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a0%9c%ec%a1%b0%ec%97%85%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ea%b2%80%ec%82%ac-%eb%8f%84%ec%9e%85%ec%9d%98-%ec%9e%a5%ec%95%a0%eb%ac%bc%ea%b3%bc-%ed%95%b4%ea%b2%b0%ec%b1%85/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240521-03/ #### blog_본문이미지_240528-01 URL: https://saige.ai/blog/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%97%90-%ed%8a%b9%ed%99%94%eb%90%9c-mlops%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-01/ #### blog_본문이미지_240528-01_1 URL: https://saige.ai/en/case-study/case-study-enhancing-quality-control-in-rechargeable-battery-manufacturing-with-saige-vision/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-01_1/ #### blog_본문이미지_240528-02_1 URL: https://saige.ai/en/case-study/case-study-enhancing-quality-control-in-rechargeable-battery-manufacturing-with-saige-vision/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-02_1/ #### blog_본문이미지_240528-02-1 URL: https://saige.ai/blog/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%97%90-%ed%8a%b9%ed%99%94%eb%90%9c-mlops%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-02-1/ #### blog_썸네일_240528 URL: https://saige.ai/blog/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%97%90-%ed%8a%b9%ed%99%94%eb%90%9c-mlops%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1/blog_%ec%8d%b8%eb%84%a4%ec%9d%bc_240528/ #### blog_커리어_썸네일_2024_핵심가치1-1 URL: https://saige.ai/blog/%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98-%ec%84%b8%ec%9d%b4%ec%a7%80%ea%b0%80-%ed%95%98%eb%82%98%ec%9d%98-%eb%aa%a9%ed%91%9c%eb%a5%bc-%eb%b0%94%eb%9d%bc%eb%b3%b4%eb%8a%94-%eb%b0%a9%eb%b2%95/blog_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_2024_%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%981-1/ #### blog_커리어_썸네일_세이지의_일상에_핵심가치를_스며들게_하기 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/blog_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98_%ec%9d%bc%ec%83%81%ec%97%90_%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc_%ec%8a%a4%eb%a9%b0%eb%93%a4/ #### blog_커리어_썸네일_시안_240216-01 URL: https://saige.ai/blog_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%8b%9c%ec%95%88_240216-01/ #### blog_커리어_연구팀_240513_3-1 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%97%b0%ea%b5%ac%ed%8c%80%ec%9d%80-%ec%9d%b4%eb%a0%87%ea%b2%8c-%ec%9d%bc%ed%95%a9%eb%8b%88%eb%8b%a4/blog_%ec%bb%a4%eb%a6%ac%ec%96%b4_%ec%97%b0%ea%b5%ac%ed%8c%80_240513_3-1/ #### blog_특허증 URL: https://saige.ai/blog/manufacturing-ai-company-saige-solutions-2/blog_%ed%8a%b9%ed%97%88%ec%a6%9d/ #### blog_본문이미지_240528-01 URL: https://saige.ai/blog/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%97%90-%ed%8a%b9%ed%99%94%eb%90%9c-mlops%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-01-2/ #### blog_본문이미지_240528-02-1 URL: https://saige.ai/blog/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%97%90-%ed%8a%b9%ed%99%94%eb%90%9c-mlops%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1/blog_%eb%b3%b8%eb%ac%b8%ec%9d%b4%eb%af%b8%ec%a7%80_240528-02-1-2/ #### Both male and female Asian scientists are outfitted with protective gear. Examining the factory's machinery and materials used in the mask-making process. Covid 19 is a piece of preventive equipment. URL: https://saige.ai/blog/advanced-biopharmaceuticals-quality-guide/both-male-and-female-asian-scientists-are-outfitted-with-protective-gear-examining-the-factorys-machinery-and-materials-used-in-the-mask-making-process-covid-19-is-a-piece-of-preventive-equipment/ #### Breaking-News-and-Developments-After-the-POSCO-EC-Accident.jpg URL: https://saige.ai/breaking-news-and-developments-after-the-posco-ec-accident-jpg/ #### Breaking-News-and-Developments-After-the-POSCO-EC-Accident.jpg URL: https://saige.ai/breaking-news-and-developments-after-the-posco-ec-accident-jpg-2/ #### Building-a-Sustainable-Safety-Culture-for-the-Future.png URL: https://saige.ai/building-a-sustainable-safety-culture-for-the-future-png/ #### Building-a-Sustainable-Safety-Culture-for-the-Future.png URL: https://saige.ai/building-a-sustainable-safety-culture-for-the-future-png-2/ #### Business data dashboard provide business intelligence analytic brisk URL: https://saige.ai/blog/smart-factory-dx-ax-core-technology/business-data-dashboard-provide-business-intelligence-analytic-brisk/ #### Business Growth Strategy in a Competitive Market 2025 Muxer URL: https://saige.ai/blog/ai-korea-technology-industry-application/business-growth-strategy-in-a-competitive-market-2025-muxer/ #### Business-Case-Through-Generative-AI-Control.png URL: https://saige.ai/business-case-through-generative-ai-control-png/ #### Business-Innovation-Case-through-VLM-Integrated-Control.png URL: https://saige.ai/business-innovation-case-through-vlm-integrated-control-png/ #### Business-Model-Utilizing-Pick-and-Place.png URL: https://saige.ai/business-model-utilizing-pick-and-place-png/ #### Car assembly line inside modern automotive factory. Unfinished blue vehicle bodies move on yellow conveyor belt. Automobile manufacturing plant with automated mass production process. Industrial URL: https://saige.ai/blog/hourly-production-output-reporting-automation/car-assembly-line-inside-modern-automotive-factory-unfinished-blue-vehicle-bodies-move-on-yellow-conveyor-belt-automobile-manufacturing-plant-with-automated-mass-production-process-industrial/ #### Career-Development-Path-for-Construction-Safety-Managers.png URL: https://saige.ai/career-development-path-for-construction-safety-managers-png/ #### cargo ship A stunning sunset over a busy port, showcasing cranes and shipping containers strategically arranged along the waterfront, symbolizing global trade. URL: https://saige.ai/blog/harbor-safety-act-ai-safety-management/cargo-ship-a-stunning-sunset-over-a-busy-port-showcasing-cranes-and-shipping-containers-strategically-arranged-along-the-waterfront-symbolizing-global-trade/ #### Cargo ship, cargo container work with crane at dock, port or harbour. Freight transport with up arrow, increase graph or bar chart. Concept for export, growth market, trade, profit, demand and supply. URL: https://saige.ai/blog/port-safety-management-fee-ai-solution/cargo-ship-cargo-container-work-with-crane-at-dock-port-or-harbour-freight-transport-with-up-arrow-increase-graph-or-bar-chart-concept-for-export-growth-market-trade-profit-demand-and-supply/ #### Case-Analysis-of-Blocking-Accident-Possibilities.png URL: https://saige.ai/case-analysis-of-blocking-accident-possibilities-png/ #### Case-Analysis-of-Press-Accidents.jpg URL: https://saige.ai/case-analysis-of-press-accidents-jpg/ #### Case-of-Quality-Control-Using-Industrial-Vision.png URL: https://saige.ai/case-of-quality-control-using-industrial-vision-png/ #### Case-of-Risk-Assessment-Obligation-Fulfillment-in-Enterprises.jpg URL: https://saige.ai/case-of-risk-assessment-obligation-fulfillment-in-enterprises-jpg/ #### Case-of-Risk-Assessment-Obligation-Fulfillment-in-Enterprises.jpg URL: https://saige.ai/case-of-risk-assessment-obligation-fulfillment-in-enterprises-jpg-2/ #### 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Effective-Manufacturing-Safety-Management-Strategies.png URL: https://saige.ai/effective-manufacturing-safety-management-strategies-png/ #### Effective-MLOps-Solution-Implementation-Strategy.png URL: https://saige.ai/effective-mlops-solution-implementation-strategy-png/ #### Effective-Process-Quality-Management-Implementation-Strategy.png URL: https://saige.ai/effective-process-quality-management-implementation-strategy-png/ #### Effective-Production-Planning-Implementation-Strategies.png URL: https://saige.ai/effective-production-planning-implementation-strategies-png/ #### Effective-Real-time-Monitoring-Methods-for-Production-Processes.png URL: https://saige.ai/effective-real-time-monitoring-methods-for-production-processes-png/ #### Effective-Risk-Assessment-Methodology-and-Procedure.png URL: https://saige.ai/effective-risk-assessment-methodology-and-procedure-png/ #### Effective-Risk-Management-Measures-and-Strategies.png URL: 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Man in hardhat checks automation screen with dashboard charts, data. Modern industrial tech, smart manufacturing, robotic technology. URL: https://saige.ai/blog/smart-factory-5-level-checklist/engineer-uses-tablet-in-high-tech-factory-with-robotic-arms-man-in-hardhat-checks-automation-screen-with-dashboard-charts-data-modern-industrial-tech-smart-manufacturing-robotic-technology/ #### Engineering supervisor talking on walkie talkie communication while his coworker lying unconscious at industrial factory. Professional engineering teamwork concept. URL: https://saige.ai/blog/manufacturing-near-miss-accident-ai-prevention/engineering-supervisor-talking-on-walkie-talkie-communication-while-his-coworker-lying-unconscious-at-industrial-factory-professional-engineering-teamwork-concept/ #### Engineers Discussing Production Metrics in an Automobile Factory with Digital Data Display URL: https://saige.ai/blog/takt-time-management-saige-vims-analysis/engineers-discussing-production-metrics-in-an-automobile-factory-with-digital-data-display/ #### Engineers has an accident while working in a industrial manufacturing robot arms factory. URL: https://saige.ai/blog/industrial-robot-accident-ai-prevention/engineers-has-an-accident-while-working-in-a-industrial-manufacturing-robot-arms-factory/ #### Entrepreneur surrounded by multiple displays URL: https://saige.ai/blog/ai-integrated-control-system-guide/entrepreneur-surrounded-by-multiple-displays/ #### Environmental-Considerations-in-Car-Manufacturing.png URL: https://saige.ai/environmental-considerations-in-car-manufacturing-png/ #### Environmental-Sustainability-Efforts-of-Ulsan-Port-Authority.png URL: https://saige.ai/environmental-sustainability-efforts-of-ulsan-port-authority-png/ #### Essential-Skills-and-Qualifications-for-Construction-Safety-Managers.png URL: https://saige.ai/essential-skills-and-qualifications-for-construction-safety-managers-png/ #### Essential-Skills-for-Production-Automation.png URL: https://saige.ai/essential-skills-for-production-automation-png/ #### Establishing-an-Effective-Construction-Safety-Management-System.jpg URL: 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with Orange R URL: https://saige.ai/blog/takt-time-oee-management-guide/ev-battery-pack-automated-production-line-equipped-with-orange-r/ #### EV Battery Pack Automated Production Line Equipped with Orange R URL: https://saige.ai/blog/takt-time-oee-management-guide/ev-battery-pack-automated-production-line-equipped-with-orange-r-2/ #### Evocon 고객사 전체 제조 현장의 평균 OEE 분포 URL: https://saige.ai/blog/takt-time-oee-management-guide/evocon-%ea%b3%a0%ea%b0%9d%ec%82%ac-%ec%a0%84%ec%b2%b4-%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%9d%98-%ed%8f%89%ea%b7%a0-oee-%eb%b6%84%ed%8f%ac/ #### Evocon 고객사 전체 제조 현장의 평균 OEE 분포 URL: https://saige.ai/blog/oee-performance-loss-improvement/evocon-%ea%b3%a0%ea%b0%9d%ec%82%ac-%ec%a0%84%ec%b2%b4-%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%9d%98-%ed%8f%89%ea%b7%a0-oee-%eb%b6%84%ed%8f%ac-2/ #### Example-of-Safety-Inspection-Checklist-by-Industry.png URL: https://saige.ai/example-of-safety-inspection-checklist-by-industry-png/ #### 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Examples-of-Using-Manufacturing-Physical-AI-in-Manufacturing-Quality-Control.png URL: https://saige.ai/examples-of-using-manufacturing-physical-ai-in-manufacturing-quality-control-png/ #### Examples-of-Vision-Inspection-Applications-in-Various-Industries.jpg URL: https://saige.ai/examples-of-vision-inspection-applications-in-various-industries-jpg/ #### Examples-of-Vision-Inspector-Applications-in-Various-Industries-1.png URL: https://saige.ai/examples-of-vision-inspector-applications-in-various-industries-1-png/ #### Examples-of-Vision-Inspector-Applications-in-Various-Industries.png URL: https://saige.ai/examples-of-vision-inspector-applications-in-various-industries-png/ #### Expert-Advice-for-Preventing-Intrusions.png URL: https://saige.ai/expert-advice-for-preventing-intrusions-png/ #### Explanation-of-Key-Terms-Related-to-AI-Adoption-in-Manufacturing.png URL: https://saige.ai/explanation-of-key-terms-related-to-ai-adoption-in-manufacturing-png/ #### Explosion In Container Yard With Fire URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/explosion-in-container-yard-with-fire/ #### Exterior-Inspection-Methods-and-Techniques.png URL: https://saige.ai/exterior-inspection-methods-and-techniques-png/ #### f2226646-7838-4688-ae20-c82507e4c7c7 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-2022%eb%85%84-%ed%9a%8c%ea%b3%a0-%eb%a6%ac%ed%8f%ac%ed%8a%b8/f2226646-7838-4688-ae20-c82507e4c7c7/ #### Facility-Diagnosis-Technology-Development-Direction.png URL: https://saige.ai/facility-diagnosis-technology-development-direction-png/ #### Factors-to-Consider-When-Adopting-MLOps.png URL: https://saige.ai/factors-to-consider-when-adopting-mlops-png/ #### Factors-to-Consider-When-Building-Machine-Vision.png URL: https://saige.ai/factors-to-consider-when-building-machine-vision-png/ #### Factors-to-Consider-When-Choosing-Wireless-CCTV-1.png URL: https://saige.ai/factors-to-consider-when-choosing-wireless-cctv-1-png/ #### Factors-to-Consider-When-Choosing-Wireless-CCTV.png URL: https://saige.ai/factors-to-consider-when-choosing-wireless-cctv-png/ #### Factors-to-Consider-When-Implementing-AI-Automation.png URL: https://saige.ai/factors-to-consider-when-implementing-ai-automation-png/ #### Factors-to-Consider-When-Implementing-Industrial-AI.png URL: https://saige.ai/factors-to-consider-when-implementing-industrial-ai-png/ #### Factors-to-Consider-When-Introducing-AMR-Robots.png URL: https://saige.ai/factors-to-consider-when-introducing-amr-robots-png/ #### Factory control room with engineer monitoring multiple screens a URL: https://saige.ai/blog/equipment-monitoring-production-loss/factory-control-room-with-engineer-monitoring-multiple-screens-a/ #### Factory monitoring system displaying real-time data and analytics URL: https://saige.ai/factory-monitoring-system-displaying-real-time-data-and-analytics/ #### Factory monitoring system displaying real-time data and analytics URL: https://saige.ai/blog/ai-video-surveillance-prevention-2/factory-monitoring-system-displaying-real-time-data-and-analytics-2/ #### Factory worker in yellow hard hat observes automated robotic arms welding on assembly line URL: https://saige.ai/blog/oee-performance-loss-improvement/factory-worker-in-yellow-hard-hat-observes-automated-robotic-arms-welding-on-assembly-line/ #### Factory worker observes robotic arms via computer screen. Automa URL: https://saige.ai/blog/equipment-monitoring-production-loss/factory-worker-observes-robotic-arms-via-computer-screen-automa/ #### Factory-Production-Performance-Measurement-Method.png URL: https://saige.ai/factory-production-performance-measurement-method-png/ #### False-Positive-and-False-Negative-Solutions-and-Improvements.png URL: https://saige.ai/false-positive-and-false-negative-solutions-and-improvements-png/ #### FAQ-on-Applying-for-a-Clean-Workplace.png URL: https://saige.ai/faq-on-applying-for-a-clean-workplace-png/ #### FAQ용 아이콘-2 URL: https://saige.ai/faq%ec%9a%a9-%ec%95%84%ec%9d%b4%ec%bd%98-2-2/ #### Features-and-Advantages-of-Manufacturing-AI-Platform.png URL: https://saige.ai/features-and-advantages-of-manufacturing-ai-platform-png/ #### Features-and-Effects-of-Wireless-CCTV-for-Front-Doors.png URL: https://saige.ai/features-and-effects-of-wireless-cctv-for-front-doors-png/ #### Features-and-Functions-of-AI-for-Small-Factory-Fire-Prevention.png URL: https://saige.ai/features-and-functions-of-ai-for-small-factory-fire-prevention-png/ #### fefda03f-35e0-4077-afa1-8f96f9f9aa4d_zKr7KAK URL: https://saige.ai/blog/%ec%9d%bc%ed%95%98%ea%b8%b0-%ec%a2%8b%ec%9d%80-%ea%b8%b0%ec%97%85-1%ec%9c%84-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%8a%94-%ec%96%b4%eb%96%a4-%ed%9a%8c%ec%82%ac%ec%9d%b8%ea%b0%80%ec%9a%94/fefda03f-35e0-4077-afa1-8f96f9f9aa4d_zkr7kak/ #### FIGURE_2_SAIGE_VISION_version_2.1 URL: https://saige.ai/en/newsroom/saige-unveils-upgraded-ai-machine-vision-solution-saige-vision-version-2-1/figure_2_saige_vision_version_2-1/ #### Fire-CCTV-Maintenance-Method.png URL: https://saige.ai/fire-cctv-maintenance-method-png/ #### Fire-CCTV-Regulations-and-Rules.png URL: https://saige.ai/fire-cctv-regulations-and-rules-png/ #### Fire-Detection-Camera-Installation-Method-and-Requirements.png URL: https://saige.ai/fire-detection-camera-installation-method-and-requirements-png/ #### Fire-Detection-CCTV-Installation-and-Maintenance-Method.jpg URL: 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https://saige.ai/future-trends-in-productivity-analysis-png/ #### Future-Trends-in-Smart-Smoke-Detection-Technology.png URL: https://saige.ai/future-trends-in-smart-smoke-detection-technology-png/ #### Future-Trends-in-Unsupervised-Anomaly-Detection.png URL: https://saige.ai/future-trends-in-unsupervised-anomaly-detection-png/ #### Future-Trends-in-Vision-Technology.jpg URL: https://saige.ai/future-trends-in-vision-technology-jpg/ #### Future-TTA-GS-Certification-Direction-and-Development-Potential.png URL: https://saige.ai/future-tta-gs-certification-direction-and-development-potential-png/ #### Future-Vision-Inspector-Development-Direction-1.png URL: https://saige.ai/future-vision-inspector-development-direction-1-png/ #### Future-Vision-Inspector-Development-Direction.png URL: https://saige.ai/future-vision-inspector-development-direction-png/ #### Future-Vision-Language-Models-and-Prospects.png URL: https://saige.ai/future-vision-language-models-and-prospects-png/ #### 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https://saige.ai/global-case-successful-port-security-management-cost-png/ #### Global-Smart-Port-Examples.png URL: https://saige.ai/global-smart-port-examples-png/ #### Global-Trends-in-Artificial-Intelligence-Security-Monitoring.png URL: https://saige.ai/global-trends-in-artificial-intelligence-security-monitoring-png/ #### Glowing industrial complex on global map. Smart factory, digital URL: https://saige.ai/blog/manufacturing-ai-transformation-max-alliance/glowing-industrial-complex-on-global-map-smart-factory-digital/ #### Glowing industrial complex on global map. Smart factory, digital URL: https://saige.ai/blog/manufacturing-ai-transformation-max-alliance/glowing-industrial-complex-on-global-map-smart-factory-digital-2/ #### Government-and-Institutional-Support-and-Regulation.jpg URL: https://saige.ai/government-and-institutional-support-and-regulation-jpg/ #### Governments-Role-in-Preventing-Major-Industrial-Accidents.png URL: https://saige.ai/governments-role-in-preventing-major-industrial-accidents-png/ #### GPU Power Unleashed: A close-up shot revealing the core of a cut URL: https://saige.ai/blog/ai-news-manufacturing-2025/gpu-power-unleashed-a-close-up-shot-revealing-the-core-of-a-cut/ #### GS-Certification-Acquisition-Process.png URL: https://saige.ai/gs-certification-acquisition-process-png/ #### GS-Certification-and-Market-Competitiveness.png URL: https://saige.ai/gs-certification-and-market-competitiveness-png/ #### H13A9889-28_5Zx1ZjJ URL: 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energy infrastructure, and smart control system URL: https://saige.ai/blog/smart-safety-management-system-guide/industrial-engineer-managing-smart-energy-plant-with-touch-screen-interface-high-tech-dashboard-in-refinery-digital-transformation-automation-future-energy-infrastructure-and-smart-control-system/ #### Industrial engineer monitoring automated robotic arms and produc URL: https://saige.ai/blog/industrial-robot-cycle-time-oee/industrial-engineer-monitoring-automated-robotic-arms-and-produc/ #### Industrial Equipment Inspection and Maintenance URL: https://saige.ai/blog/predictive-maintenance-production-intelligence-saige/industrial-equipment-inspection-and-maintenance/ #### Industrial factory metal sheet stamping process. 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URL: https://saige.ai/case-study/automotive-press-intrusion-detection-case/industrial-factory-metal-sheet-stamping-process-automated-machinery-in-modern-production-line-manufacturing-automation-with-metal-sheet-on-conveyor-belt/ #### Industrial-Anomaly-Detection-Case-Study.png URL: https://saige.ai/industrial-anomaly-detection-case-study-png/ #### Industrial-Anomaly-Detection-Technology-and-Method.png URL: https://saige.ai/industrial-anomaly-detection-technology-and-method-png/ #### Industrial-Applications-of-Smart-Vision.jpg URL: https://saige.ai/industrial-applications-of-smart-vision-jpg/ #### Industrial-Applications-of-Vision-Systems.jpg URL: https://saige.ai/industrial-applications-of-vision-systems-jpg/ #### Industrial-Applications-of-Vision-Technology.jpg URL: https://saige.ai/industrial-applications-of-vision-technology-jpg/ #### Industrial-Robot-Safety-Training-Program-1.png URL: https://saige.ai/industrial-robot-safety-training-program-1-png/ #### 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https://saige.ai/blog/blog-ai-cctv-vendor-comparison-2026/industry-4-0-modern-factory-security-control-room-with-multipok/ #### Industry 4.0 Modern Factory: Security Control Room with Multipok URL: https://saige.ai/blog/blog-ai-cctv-vendor-comparison-2026/industry-4-0-modern-factory-security-control-room-with-multipok-2/ #### Initial-Investment-Cost-for-Building-an-Abnormality-Detection-System.png URL: https://saige.ai/initial-investment-cost-for-building-an-abnormality-detection-system-png/ #### Innovation-and-Future-Through-AI-Automation.png URL: https://saige.ai/innovation-and-future-through-ai-automation-png/ #### Innovation-in-Quality-Control-through-AI-Machine-Vision.png URL: https://saige.ai/innovation-in-quality-control-through-ai-machine-vision-png/ #### Innovation-in-Risk-Assessment-through-Data-and-Technology.png URL: https://saige.ai/innovation-in-risk-assessment-through-data-and-technology-png/ #### Innovation-in-Safety-Management-Using-Latest-Technology.jpg URL: 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URL: https://saige.ai/blog/industrial-robot-work-hazards-ai-solution/insight-8-2/ #### Insight (9) URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/insight-9/ #### Insight (9) URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/insight-9-2/ #### Insight (9) URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/insight-9-3/ #### Insight (9) URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/insight-9-4/ #### insight_thumbnail_template_2025 URL: https://saige.ai/blog/smart-safety-management-system-guide/insight_thumbnail_template_2025-2/ #### insight_thumbnail_template_2025 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/insight_thumbnail_template_2025-3/ #### insight_thumbnail_template_2025 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/insight_thumbnail_template_2025-4/ #### insight_thumbnail_template_2025 URL: https://saige.ai/blog/smart-construction-challenge/insight_thumbnail_template_2025-6/ #### 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Vehicle Batteries Manufac URL: https://saige.ai/en/case-study/saige-vims-real-time-intelligent-video-monitoring-for-ev-rechargeable-battery-production/li-ion-cells-for-high-voltage-electric-vehicle-batteries-manufac-2/ #### Li-ion Cells for High-voltage Electric Vehicle Batteries Manufac URL: https://saige.ai/case-study/saige-vims-battery-manufacturing-critical-equipment-error-detection/li-ion-cells-for-high-voltage-electric-vehicle-batteries-manufac/ #### Limitations-and-Challenges-of-Large-Language-Models.png URL: https://saige.ai/limitations-and-challenges-of-large-language-models-png/ #### Limitations-and-Challenges-of-Vision-Language-Models-1.png URL: https://saige.ai/limitations-and-challenges-of-vision-language-models-1-png/ #### Limitations-and-Challenges-of-Vision-Language-Models.png URL: https://saige.ai/limitations-and-challenges-of-vision-language-models-png/ #### Limitations-and-Challenges-of-Visual-Language-Models.png URL: 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Obligation-to-Provide-Personal-Protective-Equipment-under-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/obligation-to-provide-personal-protective-equipment-under-the-industrial-safety-and-health-act-jpg/ #### Obligation-to-Provide-Personal-Protective-Equipment-under-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/obligation-to-provide-personal-protective-equipment-under-the-industrial-safety-and-health-act-jpg-2/ #### Obligation-to-Provide-Personal-Protective-Equipment-under-the-Industrial-Safety-and-Health-Act.png URL: https://saige.ai/obligation-to-provide-personal-protective-equipment-under-the-industrial-safety-and-health-act-png/ #### Obstacles-and-Solutions-for-Implementing-Physical-AI-in-Manufacturing.png URL: https://saige.ai/obstacles-and-solutions-for-implementing-physical-ai-in-manufacturing-png/ #### OCR에서 포장지 인쇄 오류 예시 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/ocr%ec%97%90%ec%84%9c-%ed%8f%ac%ec%9e%a5%ec%a7%80-%ec%9d%b8%ec%87%84-%ec%98%a4%eb%a5%98-%ec%98%88%ec%8b%9c/ #### OEE 손실 원인 분포와 센서 예지 보전 커버 영역 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/oee-%ec%86%90%ec%8b%a4-%ec%9b%90%ec%9d%b8-%eb%b6%84%ed%8f%ac%ec%99%80-%ec%84%bc%ec%84%9c-%ec%98%88%ec%a7%80-%eb%b3%b4%ec%a0%84-%ec%bb%a4%eb%b2%84-%ec%98%81%ec%97%ad/ #### OEE-Application-Tools-and-Technology-Development-in-Manufacturing.png URL: https://saige.ai/oee-application-tools-and-technology-development-in-manufacturing-png/ #### OEE-Calculation-Formula-and-Steps.png URL: https://saige.ai/oee-calculation-formula-and-steps-png/ #### OEE-Improvement-Methods-and-Strategies-in-Manufacturing.png URL: https://saige.ai/oee-improvement-methods-and-strategies-in-manufacturing-png/ #### OEM-Contract-Manufacturing-Case-Study-Analysis.png URL: https://saige.ai/oem-contract-manufacturing-case-study-analysis-png/ #### OEM-Manufacturing-Process-and-Stages.png URL: https://saige.ai/oem-manufacturing-process-and-stages-png/ #### OEM-Production-Future-Prospects.png URL: https://saige.ai/oem-production-future-prospects-png/ #### Operating-Principle-of-Palletizing-Robot.png URL: https://saige.ai/operating-principle-of-palletizing-robot-png/ #### Operation-Methods-and-Procedures-of-Smart-Logistics-Warehouse.jpg URL: https://saige.ai/operation-methods-and-procedures-of-smart-logistics-warehouse-jpg/ #### Optimization-of-Automation-Systems-and-Robot-Cycles.png URL: https://saige.ai/optimization-of-automation-systems-and-robot-cycles-png/ #### Optimization-of-Safety-Management-Costs-through-Adoption-of-Latest-Technology.png URL: https://saige.ai/optimization-of-safety-management-costs-through-adoption-of-latest-technology-png/ #### Optimization-of-Safety-Management-Costs-through-the-Adoption-of-Latest-Technology.png URL: 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URL: https://saige.ai/blog/safety-management-system-manufacturing-ceo/orange-safety-helmet-atop-construction-documents/ #### Overall-Production-Planning-Process.png URL: https://saige.ai/overall-production-planning-process-png/ #### Overview-and-Development-of-Autonomous-Driving.png URL: https://saige.ai/overview-and-development-of-autonomous-driving-png/ #### Overview-and-Importance-of-GS-Certification.png URL: https://saige.ai/overview-and-importance-of-gs-certification-png/ #### Overview-and-Importance-of-Manufacturing-AI.png URL: https://saige.ai/overview-and-importance-of-manufacturing-ai-png/ #### Overview-and-Importance-of-Pick-and-Place.png URL: https://saige.ai/overview-and-importance-of-pick-and-place-png/ #### Overview-and-Importance-of-Smart-Safety-Management-System.jpg URL: https://saige.ai/overview-and-importance-of-smart-safety-management-system-jpg/ #### Overview-and-Importance-of-Smart-Safety-Management-System.jpg URL: 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Overview-of-AI-Technology-for-Preventing-Small-Factory-Fires.png URL: https://saige.ai/overview-of-ai-technology-for-preventing-small-factory-fires-png/ #### Overview-of-Article-36-of-the-Industrial-Safety-and-Health-Act.png URL: https://saige.ai/overview-of-article-36-of-the-industrial-safety-and-health-act-png/ #### Overview-of-Artificial-Intelligence-Security-Control.png URL: https://saige.ai/overview-of-artificial-intelligence-security-control-png/ #### Overview-of-Automated-Vision-Systems.jpg URL: https://saige.ai/overview-of-automated-vision-systems-jpg/ #### Overview-of-Car-Production-Process.png URL: https://saige.ai/overview-of-car-production-process-png/ #### Overview-of-CCTV-Equipment-Monitoring-AI.png URL: https://saige.ai/overview-of-cctv-equipment-monitoring-ai-png/ #### Overview-of-Checklist-for-Responding-to-Serious-Accident-Punishment-Act.png URL: https://saige.ai/overview-of-checklist-for-responding-to-serious-accident-punishment-act-png/ #### Overview-of-Construction-Site-Accidents.jpg URL: https://saige.ai/overview-of-construction-site-accidents-jpg/ #### Overview-of-Data-Labeling.jpg URL: https://saige.ai/overview-of-data-labeling-jpg/ #### Overview-of-Employers-Obligations-under-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/overview-of-employers-obligations-under-the-industrial-safety-and-health-act-jpg/ #### Overview-of-Employers-Obligations-under-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/overview-of-employers-obligations-under-the-industrial-safety-and-health-act-jpg-2/ #### Overview-of-Employers-Obligations-under-the-Industrial-Safety-and-Health-Act.png URL: https://saige.ai/overview-of-employers-obligations-under-the-industrial-safety-and-health-act-png/ #### Overview-of-Equipment-Malfunction-Detection-System.png URL: https://saige.ai/overview-of-equipment-malfunction-detection-system-png/ #### Overview-of-Equipment-Micro-Shutdown-Causes.png URL: https://saige.ai/overview-of-equipment-micro-shutdown-causes-png/ #### Overview-of-Free-PoC-Application-for-Manufacturing.png URL: https://saige.ai/overview-of-free-poc-application-for-manufacturing-png/ #### Overview-of-Intelligent-CCTV-Prices.jpg URL: https://saige.ai/overview-of-intelligent-cctv-prices-jpg/ #### Overview-of-Intrusion-Detection-System-Types.png URL: https://saige.ai/overview-of-intrusion-detection-system-types-png/ #### Overview-of-Kia-Car-Manufacturing-Process.png URL: https://saige.ai/overview-of-kia-car-manufacturing-process-png/ #### Overview-of-Machine-Vision-Software.jpg URL: https://saige.ai/overview-of-machine-vision-software-jpg/ #### Overview-of-Mobile-Ladder-Safety-Work-Guidelines.png URL: https://saige.ai/overview-of-mobile-ladder-safety-work-guidelines-png/ #### Overview-of-PCB-BBT-Inspection.png URL: https://saige.ai/overview-of-pcb-bbt-inspection-png/ #### Overview-of-Press-Accidents.jpg URL: https://saige.ai/overview-of-press-accidents-jpg/ #### Overview-of-Production-Process-Automation.png URL: https://saige.ai/overview-of-production-process-automation-png/ #### Overview-of-Safety-and-Health-Technical-Guidelines.png URL: https://saige.ai/overview-of-safety-and-health-technical-guidelines-png/ #### Overview-of-Safety-Management-Obligations-for-Workplaces-with-5-or-More-Employees.png URL: https://saige.ai/overview-of-safety-management-obligations-for-workplaces-with-5-or-more-employees-png/ #### Overview-of-Smart-Safety-Equipment.jpg URL: https://saige.ai/overview-of-smart-safety-equipment-jpg/ #### Overview-of-Smart-Safety-Management-Types.jpg URL: https://saige.ai/overview-of-smart-safety-management-types-jpg/ #### Overview-of-Smart-Smoke-Detection-Technology.png URL: https://saige.ai/overview-of-smart-smoke-detection-technology-png/ #### Overview-of-Software-GS-Certification.png URL: https://saige.ai/overview-of-software-gs-certification-png/ #### Overview-of-Successful-Cases-of-AI-in-Manufacturing-Efficiency.png URL: https://saige.ai/overview-of-successful-cases-of-ai-in-manufacturing-efficiency-png/ #### Overview-of-System-Setup-Costs-for-Detecting-Process-Anomalies.png URL: https://saige.ai/overview-of-system-setup-costs-for-detecting-process-anomalies-png/ #### Overview-of-the-5-Steps-for-Accident-Prevention.png URL: https://saige.ai/overview-of-the-5-steps-for-accident-prevention-png/ #### Overview-of-the-POSCO-EC-Accident.jpg URL: https://saige.ai/overview-of-the-posco-ec-accident-jpg/ #### Overview-of-the-POSCO-EC-Accident.jpg URL: https://saige.ai/overview-of-the-posco-ec-accident-jpg-2/ #### Overview-of-the-Purpose-of-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/overview-of-the-purpose-of-the-industrial-safety-and-health-act-jpg/ #### Overview-of-the-Purpose-of-the-Industrial-Safety-and-Health-Act.jpg URL: https://saige.ai/overview-of-the-purpose-of-the-industrial-safety-and-health-act-jpg-2/ #### Overview-of-the-Purpose-of-the-Occupational-Safety-and-Health-Act.jpg URL: https://saige.ai/overview-of-the-purpose-of-the-occupational-safety-and-health-act-jpg/ #### Overview-of-the-Scope-of-Risk-Assessment.png URL: https://saige.ai/overview-of-the-scope-of-risk-assessment-png/ #### Overview-of-the-Serious-Accident-Punishment-Act-and-the-Importance-of-Manufacturing.png URL: https://saige.ai/overview-of-the-serious-accident-punishment-act-and-the-importance-of-manufacturing-png/ #### Overview-of-the-Special-Act-on-Port-Safety.png URL: https://saige.ai/overview-of-the-special-act-on-port-safety-png/ #### Overview-of-Time-Series-Anomaly-Detection-1.png URL: https://saige.ai/overview-of-time-series-anomaly-detection-1-png/ #### Overview-of-Time-Series-Anomaly-Detection.png URL: https://saige.ai/overview-of-time-series-anomaly-detection-png/ #### Overview-of-Types-of-Safety-Equipment.jpg URL: https://saige.ai/overview-of-types-of-safety-equipment-jpg/ #### Overview-of-Vision-Language-Model.png URL: https://saige.ai/overview-of-vision-language-model-png/ #### Overview-of-Vision-Language-Models.png URL: https://saige.ai/overview-of-vision-language-models-png/ #### Overview-of-Vision-Systems-for-Manufacturing.png URL: https://saige.ai/overview-of-vision-systems-for-manufacturing-png/ #### Overview-of-VLM-Integrated-Control.png URL: https://saige.ai/overview-of-vlm-integrated-control-png/ #### Overview-of-VLM-Model-Types.png URL: https://saige.ai/overview-of-vlm-model-types-png/ #### Overview-of-VLM-Safety-Management.png URL: https://saige.ai/overview-of-vlm-safety-management-png/ #### Overview-of-VLM-Technology.png URL: https://saige.ai/overview-of-vlm-technology-png/ #### Palletizing-Techniques-and-Methods.png URL: https://saige.ai/palletizing-techniques-and-methods-png/ #### partner-01 URL: https://saige.ai/client/samsung-sdi/partner-01/ #### partner-02 URL: https://saige.ai/client/samsung-sdi/partner-02/ #### partner-03 URL: https://saige.ai/client/samsung-sdi/partner-03/ #### partner-04 URL: https://saige.ai/client/samsung-sdi/partner-04/ #### partner-05 URL: https://saige.ai/client/samsung-sdi/partner-05/ #### partner-06 URL: https://saige.ai/client/samsung-sdi/partner-06/ #### partner-07 URL: https://saige.ai/client/samsung-sdi/partner-07/ #### partner-08 URL: https://saige.ai/client/samsung-sdi/partner-08/ #### partner-09 URL: https://saige.ai/client/samsung-sdi/partner-09/ #### partner-10 URL: https://saige.ai/client/samsung-sdi/partner-10/ #### Pasta Production Line A Glimpse into the Food Industry URL: https://saige.ai/case-study/frozen-noodles-ai-vision-detection-case/pasta-production-line-a-glimpse-into-the-food-industry/ #### PCB 품질검사 불량 발견 URL: https://saige.ai/blog/pcb-quality-ai-inspection/pcb-%ed%92%88%ec%a7%88%ea%b2%80%ec%82%ac-%eb%b6%88%eb%9f%89-%eb%b0%9c%ea%b2%ac/ #### PCB 품질관리 냉땜,크랙 URL: https://saige.ai/blog/pcb-quality-ai-inspection/pcb-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac-%eb%83%89%eb%95%9c%ed%81%ac%eb%9e%99/ #### PCB-AOI-Inspection-Process-and-Technology.png URL: https://saige.ai/pcb-aoi-inspection-process-and-technology-png/ #### PCB-BBT-Analysis-Results-Interpretation.png URL: https://saige.ai/pcb-bbt-analysis-results-interpretation-png/ #### PCB-BBT-Inspection-Procedure.png URL: https://saige.ai/pcb-bbt-inspection-procedure-png/ #### PCB-ICT-Inspection-Equipment-and-Technology.png URL: https://saige.ai/pcb-ict-inspection-equipment-and-technology-png/ #### PCB-ICT-Inspection-Process.png URL: https://saige.ai/pcb-ict-inspection-process-png/ #### PCB-Inspection-Method-1.png URL: https://saige.ai/pcb-inspection-method-1-png/ #### PCB-Inspection-Method.png URL: https://saige.ai/pcb-inspection-method-png/ #### PCB-Visual-Inspection-Procedures-and-Methods-1.png URL: https://saige.ai/pcb-visual-inspection-procedures-and-methods-1-png/ #### PCB-Visual-Inspection-Procedures-and-Methods.png URL: https://saige.ai/pcb-visual-inspection-procedures-and-methods-png/ #### PCB-Visual-Inspection-Process-and-Method.jpg URL: https://saige.ai/pcb-visual-inspection-process-and-method-jpg/ #### Penalties-and-Case-Analysis.png URL: https://saige.ai/penalties-and-case-analysis-png/ #### Penalties-for-Violation-of-Article-36-of-the-Industrial-Safety-and-Health-Act.png URL: https://saige.ai/penalties-for-violation-of-article-36-of-the-industrial-safety-and-health-act-png/ #### Penalty-and-Case-Analysis-for-Violations.png URL: https://saige.ai/penalty-and-case-analysis-for-violations-png/ #### Penalty-for-Violation-of-Construction-Safety-Rules.jpg URL: https://saige.ai/penalty-for-violation-of-construction-safety-rules-jpg/ #### Performance-Evaluation-Method-of-the-Productivity-Headquarters.png URL: https://saige.ai/performance-evaluation-method-of-the-productivity-headquarters-png/ #### Pick-and-Place-Overview.png URL: https://saige.ai/pick-and-place-overview-png/ #### Pick-and-Place-Performance-from-a-Consumer-Perspective.png URL: https://saige.ai/pick-and-place-performance-from-a-consumer-perspective-png/ #### Pick-and-Place-Use-Cases-by-Industry.png URL: https://saige.ai/pick-and-place-use-cases-by-industry-png/ #### Plant for the production of refrigerators URL: https://saige.ai/blog/manufacturing-jamchak-disaster-prevention-ai/plant-for-the-production-of-refrigerators/ #### Plant for the production of refrigerators URL: https://saige.ai/blog/manufacturing-jamchak-disaster-prevention-ai/plant-for-the-production-of-refrigerators-2/ #### PLC MES 예지보전 시스템의 기능 및 한계 비교 테이블, 제조 자동화 솔루션이 감지하지 못하는 영역 분석 URL: https://saige.ai/blog/manufacturing-automation-cycle-analysis-solution/plc-mes-%ec%98%88%ec%a7%80%eb%b3%b4%ec%a0%84-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%98-%ea%b8%b0%eb%8a%a5-%eb%b0%8f-%ed%95%9c%ea%b3%84-%eb%b9%84%ea%b5%90-%ed%85%8c%ec%9d%b4%eb%b8%94-%ec%a0%9c%ec%a1%b0/ #### PLC 스캔 주기와 감지 공백 타임라인 URL: https://saige.ai/blog/robot-teaching-error-production-management/plc-%ec%8a%a4%ec%ba%94-%ec%a3%bc%ea%b8%b0%ec%99%80-%ea%b0%90%ec%a7%80-%ea%b3%b5%eb%b0%b1-%ed%83%80%ec%9e%84%eb%9d%bc%ec%9d%b8/ #### PLC-04 URL: https://saige.ai/blog/cycle-time-production-loss/plc-04/ #### Policies-and-Systems-for-Disaster-Pre-Detection.png URL: https://saige.ai/policies-and-systems-for-disaster-pre-detection-png/ #### Policies-and-Systems-for-Preventing-Occupational-Deaths.png URL: https://saige.ai/policies-and-systems-for-preventing-occupational-deaths-png/ #### Policy-for-Effective-Prevention-of-Entrapment-Accidents-1.png URL: https://saige.ai/policy-for-effective-prevention-of-entrapment-accidents-1-png/ #### Policy-for-Effective-Prevention-of-Entrapment-Accidents.png URL: https://saige.ai/policy-for-effective-prevention-of-entrapment-accidents-png/ #### Popular-Palletizing-Robot-Brands-in-the-Market.png URL: https://saige.ai/popular-palletizing-robot-brands-in-the-market-png/ #### Port-Logistics-Innovation-Technology.png URL: https://saige.ai/port-logistics-innovation-technology-png/ #### Port-Safety-Management-Cost-Reduction-Plan.png URL: https://saige.ai/port-safety-management-cost-reduction-plan-png/ #### Post-Accident-Response-and-Recovery-Procedures.png URL: https://saige.ai/post-accident-response-and-recovery-procedures-png/ #### poster-02 URL: https://saige.ai/poster-02/ #### Powerful crawler drilling rig in operation, excavating deep holes for building foundations on large construction site URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/powerful-crawler-drilling-rig-in-operation-excavating-deep-holes-for-building-foundations-on-large-construction-site-5/ #### Powerful crawler drilling rig in operation, excavating deep holes for building foundations on large construction site URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/powerful-crawler-drilling-rig-in-operation-excavating-deep-holes-for-building-foundations-on-large-construction-site/ #### Powerful crawler drilling rig in operation, excavating deep holes for building foundations on large construction site URL: https://saige.ai/blog/gyeongnam-drilling-machine-accident/powerful-crawler-drilling-rig-in-operation-excavating-deep-holes-for-building-foundations-on-large-construction-site-2/ #### Powerful crawler drilling rig in operation, excavating deep holes for building foundations on large construction site URL: https://saige.ai/blog/industrial-accident-case-prevention/powerful-crawler-drilling-rig-in-operation-excavating-deep-holes-for-building-foundations-on-large-construction-site-3/ #### Powerful crawler drilling rig in operation, excavating deep holes for building foundations on large construction site URL: https://saige.ai/blog/safety-accident-case-prevention/powerful-crawler-drilling-rig-in-operation-excavating-deep-holes-for-building-foundations-on-large-construction-site-4/ #### Practical-Application-of-Various-Smart-Safety-Equipment-Cases.jpg URL: https://saige.ai/practical-application-of-various-smart-safety-equipment-cases-jpg/ #### Practical-Applications-of-Machine-Learning-and-Deep-Learning.png URL: https://saige.ai/practical-applications-of-machine-learning-and-deep-learning-png/ #### Practical-Cases-and-Effective-Safety-Management-Measures.png URL: https://saige.ai/practical-cases-and-effective-safety-management-measures-png/ #### Precautions-for-PCB-ICT-Inspection.png URL: https://saige.ai/precautions-for-pcb-ict-inspection-png/ #### Precautions-for-Wearing-Safety-Gear.png URL: https://saige.ai/precautions-for-wearing-safety-gear-png/ #### Precautions-for-Writing-a-Serious-Accident-Checklist.png URL: https://saige.ai/precautions-for-writing-a-serious-accident-checklist-png/ #### Precautions-in-PCB-Visual-Inspection-1.png URL: https://saige.ai/precautions-in-pcb-visual-inspection-1-png/ #### Precautions-in-PCB-Visual-Inspection.png URL: https://saige.ai/precautions-in-pcb-visual-inspection-png/ #### Precautions-in-Visual-Inspection-Process.jpg URL: https://saige.ai/precautions-in-visual-inspection-process-jpg/ #### Precautions-When-Working-on-Ladders.png URL: https://saige.ai/precautions-when-working-on-ladders-png/ #### Precautions-When-Working-with-Ladders.jpg URL: https://saige.ai/precautions-when-working-with-ladders-jpg/ #### Precautions-When-Writing-Control-Logs.png URL: https://saige.ai/precautions-when-writing-control-logs-png/ #### Predictive maintenance solution powered by AI, ensuring the effi URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/predictive-maintenance-solution-powered-by-ai-ensuring-the-effi/ #### Predictive-Maintenance-Process-in-Smart-Factory-1.png URL: https://saige.ai/predictive-maintenance-process-in-smart-factory-1-png/ #### Predictive-Maintenance-Process-in-Smart-Factory.png URL: https://saige.ai/predictive-maintenance-process-in-smart-factory-png/ #### Press-Accident-and-Legal-Liability.jpg URL: https://saige.ai/press-accident-and-legal-liability-jpg/ #### Press-Accident-and-Legal-Liability.jpg URL: 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#### Safety-Patrol-Execution-Procedure.png URL: https://saige.ai/safety-patrol-execution-procedure-png/ #### Safety-Regulations-and-Precautions-for-Industrial-Robots.png URL: https://saige.ai/safety-regulations-and-precautions-for-industrial-robots-png/ #### Safety-Rules-for-Preventing-Heavy-Equipment-Accidents.jpg URL: https://saige.ai/safety-rules-for-preventing-heavy-equipment-accidents-jpg/ #### Safety-Rules-for-Preventing-Pinch-Injuries.png URL: https://saige.ai/safety-rules-for-preventing-pinch-injuries-png/ #### Safety-Rules-for-Using-Mobile-Ladders.png URL: https://saige.ai/safety-rules-for-using-mobile-ladders-png/ #### Safety-Rules-to-Prevent-Ladder-Fall-Accidents.png URL: https://saige.ai/safety-rules-to-prevent-ladder-fall-accidents-png/ #### Safety-Rules-to-Prevent-Pinching-Accidents.txt URL: https://saige.ai/safety-rules-to-prevent-pinching-accidents-txt/ #### Safety-Rules-to-Prevent-Press-Accidents.jpg URL: https://saige.ai/safety-rules-to-prevent-press-accidents-jpg/ #### Safety-Standards-for-Port-Crane-Operations.png URL: https://saige.ai/safety-standards-for-port-crane-operations-png/ #### SAIGE LOCATION URL: https://saige.ai/blog/equipment-utilization-oee-improvement/saige-location/ #### SAIGE LOCATION URL: https://saige.ai/blog/production-automation-aging-equipment/saige-location-2/ #### SAIGE LOCATION URL: https://saige.ai/blog/hourly-production-output-reporting-automation/saige-location-3/ #### SAIGE SAFETY AI 기반 위험구역 침입 및 협착 감지 화면 또는 세이프티 전시 사진 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/saige-safety-ai-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98%ea%b5%ac%ec%97%ad-%ec%b9%a8%ec%9e%85-%eb%b0%8f-%ed%98%91%ec%b0%a9-%ea%b0%90%ec%a7%80-%ed%99%94%eb%a9%b4-%eb%98%90%eb%8a%94-%ec%84%b8%ec%9d%b4/ #### SAIGE SAFETY Lite 화면 대시보드 - 야간 안전 모니터링 AI 감지 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/saige-safety-lite-%ed%99%94%eb%a9%b4-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c-%ec%95%bc%ea%b0%84-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-ai-%ea%b0%90%ec%a7%80/ #### SAIGE VIMS 4단계 가치 사슬 도식 URL: https://saige.ai/blog/robot-teaching-error-production-management/saige-vims-4%eb%8b%a8%ea%b3%84-%ea%b0%80%ec%b9%98-%ec%82%ac%ec%8a%ac-%eb%8f%84%ec%8b%9d/ #### SAIGE VIMS AI 기반 설비 동작 실시간 모니터링 대시보드 URL: https://saige.ai/blog/takt-time-oee-management-guide/saige-vims-ai-%ea%b8%b0%eb%b0%98-%ec%84%a4%eb%b9%84-%eb%8f%99%ec%9e%91-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c-2/ #### SAIGE VIMS AI 기반 설비 동작 실시간 모니터링 대시보드 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/saige-vims-ai-%ea%b8%b0%eb%b0%98-%ec%84%a4%eb%b9%84-%eb%8f%99%ec%9e%91-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c/ #### SAIGE VIMS AI 기반 설비 동작 실시간 모니터링 대시보드 URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/saige-vims-ai-%ea%b8%b0%eb%b0%98-%ec%84%a4%eb%b9%84-%eb%8f%99%ec%9e%91-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c-3/ #### SAIGE VIMS AI 기반 설비 동작 실시간 모니터링 대시보드 URL: https://saige.ai/blog/industrial-robot-cycle-time-oee/saige-vims-ai-%ea%b8%b0%eb%b0%98-%ec%84%a4%eb%b9%84-%eb%8f%99%ec%9e%91-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c-4/ #### SAIGE VIMS 도입 문의하기 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/saige-vims-%eb%8f%84%ec%9e%85-%eb%ac%b8%ec%9d%98%ed%95%98%ea%b8%b0/ #### SAIGE VIMS 적용 사례 2가지 표 이미지화 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/saige-vims-%ec%a0%81%ec%9a%a9-%ec%82%ac%eb%a1%80-2%ea%b0%80%ec%a7%80-%ed%91%9c-%ec%9d%b4%eb%af%b8%ec%a7%80%ed%99%94/ #### SAIGE VIMS 제조업 PoC 신청 프로세스 URL: 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https://saige.ai/scope-of-risk-assessment-legal-requirements-and-standards-png/ #### Screenshot URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/screenshot-2/ #### Screenshot URL: https://saige.ai/blog/ai-integrated-control-system-guide/screenshot/ #### secon_부스위치도 URL: https://saige.ai/newsroom/meet-saige-at-made-simtos-2026/secon_%eb%b6%80%ec%8a%a4%ec%9c%84%ec%b9%98%eb%8f%84-2/ #### secon_부스위치도 URL: https://saige.ai/newsroom/meet-saige-at-secon-2024/secon_%eb%b6%80%ec%8a%a4%ec%9c%84%ec%b9%98%eb%8f%84/ #### secon_전시_참여_썸네일 URL: https://saige.ai/newsroom/vision-2024%ec%97%90%ec%84%9c-saige%eb%a5%bc-%eb%a7%8c%eb%82%98%eb%b3%b4%ec%84%b8%ec%9a%94/secon_%ec%a0%84%ec%8b%9c_%ec%b0%b8%ec%97%ac_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### SECON_참가안내-02 URL: https://saige.ai/newsroom/meet-saige-at-secon-2024/secon_%ec%b0%b8%ea%b0%80%ec%95%88%eb%82%b4-02/ #### Second-Step-of-Accident-Prevention-Measures-Risk-Assessment-and-Prioritization.png URL: 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Person in tech workspace intently observes live feeds from various cameras. Dark room with modern tech equipment shows URL: https://saige.ai/blog/ai-cctv-control-system-guide/security-analyst-in-darkened-control-room-monitors-wall-of-surveillance-screens-person-in-tech-workspace-intently-observes-live-feeds-from-various-cameras-dark-room-with-modern-tech-equipment-shows/ #### Security camera detecting workers walking in warehouse with facial recognition software URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/security-camera-detecting-workers-walking-in-warehouse-with-facial-recognition-software/ #### Security-and-Privacy-Issues-of-Wireless-CCTV-1.png URL: https://saige.ai/security-and-privacy-issues-of-wireless-cctv-1-png/ #### Security-and-Privacy-Issues-of-Wireless-CCTV.png URL: https://saige.ai/security-and-privacy-issues-of-wireless-cctv-png/ #### Security-Enhancement-Cases-Through-Intelligent-CCTV-Smart-Control.png URL: https://saige.ai/security-enhancement-cases-through-intelligent-cctv-smart-control-png/ #### Security-Issues-of-IoT-Fire-Detection-Systems.png URL: https://saige.ai/security-issues-of-iot-fire-detection-systems-png/ #### Security-Threats-in-Logistics-Systems.jpg URL: https://saige.ai/security-threats-in-logistics-systems-jpg/ #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/senior-male-worker-accident-in-factory-maintenance-worker-in-the-5/ #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/blog/%ec%bb%a8%eb%b2%a0%ec%9d%b4%ec%96%b4-%eb%b2%a8%ed%8a%b8-%ec%82%ac%ea%b3%a0-%eb%b0%98%eb%b3%b5%eb%90%98%eb%8a%94-%ea%b5%ad%eb%82%b4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a1%9c-%ec%98%88%eb%b0%a9%ed%95%98/senior-male-worker-accident-in-factory-maintenance-worker-in-the-6/ #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/?attachment_id=2000 #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/?attachment_id=2001 #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/senior-male-worker-accident-in-factory-maintenance-worker-in-the-3/ #### Senior male worker accident in factory.Maintenance worker in the URL: https://saige.ai/blog/manufacturing-entrapment-accident-prevention-solution/senior-male-worker-accident-in-factory-maintenance-worker-in-the-4/ #### Serious concept of construction law and safety justice. gavel, hard hat, and legal scales on wooden background for industry URL: https://saige.ai/blog/ai-human-detection-system-serious-accident-prevention/serious-concept-of-construction-law-and-safety-justice-gavel-hard-hat-and-legal-scales-on-wooden-background-for-industry/ #### Side view of humans and robots working in parallel on an assembl URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/side-view-of-humans-and-robots-working-in-parallel-on-an-assembl/ #### simtos_부스배치도 URL: https://saige.ai/newsroom/meet-saige-at-made-simtos-2026/simtos_%eb%b6%80%ec%8a%a4%eb%b0%b0%ec%b9%98%eb%8f%84/ #### simtos_부스배치도 URL: https://saige.ai/newsroom/meet-saige-at-made-simtos-2026/simtos_%eb%b6%80%ec%8a%a4%eb%b0%b0%ec%b9%98%eb%8f%84-2/ #### Smart factory using AI with robots and digital twin technology w URL: https://saige.ai/blog/ai-news-manufacturing-2025/smart-factory-using-ai-with-robots-and-digital-twin-technology-w/ #### Smart industry monitoring production efficiency industrial automation factory worker digital screen tablet device manufacturing process data analysis robotic arm technology engineering industrial URL: https://saige.ai/blog/hourly-production-output-reporting-automation/smart-industry-monitoring-production-efficiency-industrial-automation-factory-worker-digital-screen-tablet-device-manufacturing-process-data-analysis-robotic-arm-technology-engineering-industrial/ #### Smart-Factory-Equipment-Maintenance-Strategy.png URL: https://saige.ai/smart-factory-equipment-maintenance-strategy-png/ #### Smart-Fire-Detector-Installation-and-Management-Guide.png URL: https://saige.ai/smart-fire-detector-installation-and-management-guide-png/ #### Smart-Fire-Detector-Market-Trends-and-Future-Outlook.png URL: https://saige.ai/smart-fire-detector-market-trends-and-future-outlook-png/ #### Smart-Logistics-Application-Cases.jpg URL: https://saige.ai/smart-logistics-application-cases-jpg/ #### Smart-Safety-Management-Types-Mobile-Application-and-User-Interface.jpg URL: https://saige.ai/smart-safety-management-types-mobile-application-and-user-interface-jpg/ #### 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Illustrates fire safety, emergency response, or security systems. URL: https://saige.ai/blog/ai-fire-monitoring-accuracy-improvement/smoke-alarm-in-red-lit-hallway-digital-display-shows-alert-illustrates-fire-safety-emergency-response-or-security-systems/ #### Social-Impact-of-Physical-AI.png URL: https://saige.ai/social-impact-of-physical-ai-png/ #### Social-Impact-of-the-Robot-Accident-in-Gyeongnam-Goseong.png URL: https://saige.ai/social-impact-of-the-robot-accident-in-gyeongnam-goseong-png/ #### Social-Importance-of-the-Occupational-Safety-and-Health-Act.jpg URL: https://saige.ai/social-importance-of-the-occupational-safety-and-health-act-jpg/ #### Social-Importance-of-the-Occupational-Safety-and-Health-Act.jpg URL: https://saige.ai/social-importance-of-the-occupational-safety-and-health-act-jpg-2/ #### Social-Importance-of-the-Occupational-Safety-and-Health-Act.jpg URL: https://saige.ai/social-importance-of-the-occupational-safety-and-health-act-jpg-3/ #### Software-GS-Certification-Process.png URL: 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https://saige.ai/usecase/food-beverage/usecase-fnb-main-visual/ #### usecase-logistics-main-visual URL: https://saige.ai/usecase/logistics/usecase-logistics-main-visual/ #### usecase-pcb-main-visual URL: https://saige.ai/usecase/pcb/usecase-pcb-main-visual/ #### usecase-port-main-visual URL: https://saige.ai/usecase/port/usecase-port-main-visual/ #### Utilization-of-the-Latest-Technology-in-Construction-Safety-Operations.jpg URL: https://saige.ai/utilization-of-the-latest-technology-in-construction-safety-operations-jpg/ #### Utilizing-Advanced-Technology-with-the-Productivity-Headquarters.png URL: https://saige.ai/utilizing-advanced-technology-with-the-productivity-headquarters-png/ #### Utilizing-the-Latest-Technology-for-Industrial-Accident-Prevention.png URL: https://saige.ai/utilizing-the-latest-technology-for-industrial-accident-prevention-png/ #### Validity-and-Recognition-of-Data-Labeling-Certification.png URL: https://saige.ai/validity-and-recognition-of-data-labeling-certification-png/ #### Various-Applications-of-Vision-Images.jpg URL: https://saige.ai/various-applications-of-vision-images-jpg/ #### Various-Types-of-Equipment-Maintenance.png URL: https://saige.ai/various-types-of-equipment-maintenance-png/ #### Various-Types-of-Fire-Detection-Solutions.jpg URL: https://saige.ai/various-types-of-fire-detection-solutions-jpg/ #### video-01 URL: https://saige.ai/video-01/ #### video-02 URL: https://saige.ai/video-02/ #### video-03 URL: https://saige.ai/video-03/ #### video-04 URL: https://saige.ai/video-04/ #### video-05 URL: https://saige.ai/video-05/ #### video-06 URL: https://saige.ai/video-06/ #### video-07 URL: https://saige.ai/video-07/ #### Video-Analysis-Use-Cases-by-Industry.png URL: https://saige.ai/video-analysis-use-cases-by-industry-png/ #### Vigilant Surveillance: Security Camera Overseeing Active Construction Site in Soft Focus URL: https://saige.ai/blog/smart-construction-ai-safety-2/vigilant-surveillance-security-camera-overseeing-active-construction-site-in-soft-focus/ #### VIMS_1 URL: https://saige.ai/vims_1/ #### VIMS_main_image URL: https://saige.ai/solution/saige-vims/vims_main_image/ #### vims-effect-01 URL: https://saige.ai/vims-effect-01/ #### vims-effect-01-2 URL: https://saige.ai/vims-effect-01-2/ #### vims-effect-02 URL: https://saige.ai/vims-effect-02/ #### vims-effect-02-2 URL: https://saige.ai/vims-effect-02-2/ #### vims-effect-03 URL: https://saige.ai/vims-effect-03/ #### vims-func-01 URL: https://saige.ai/vims-func-01/ #### vims-func-02 URL: https://saige.ai/vims-func-02/ #### vims-func-03 URL: https://saige.ai/vims-func-03/ #### vims-func-03-2 URL: https://saige.ai/vims-func-03-2/ #### vims-function-01 URL: https://saige.ai/vims-function-01/ #### vims-functions-01 URL: https://saige.ai/vims-functions-01/ #### vims-functions-02 URL: https://saige.ai/vims-functions-02/ #### vims-functions-03 URL: https://saige.ai/vims-functions-03/ #### vims-main URL: https://saige.ai/solution/saige-vims/vims-main/ #### VISION_main_image URL: https://saige.ai/solution/saige-vision/vision_main_image/ #### vision-graph URL: https://saige.ai/vision-graph/ #### Vision-Inspector-Implementation-Method-and-Procedure-1.png URL: https://saige.ai/vision-inspector-implementation-method-and-procedure-1-png/ #### Vision-Inspector-Implementation-Method-and-Procedure.png URL: https://saige.ai/vision-inspector-implementation-method-and-procedure-png/ #### Vision-Inspector-Utilization-in-Various-Industries.jpg URL: https://saige.ai/vision-inspector-utilization-in-various-industries-jpg/ #### vision-main URL: https://saige.ai/solution/saige-vision/vision-main/ #### Vision-System-Applications.png URL: https://saige.ai/vision-system-applications-png/ #### Vision-System-Implementation-Guide-for-Manufacturing.png URL: https://saige.ai/vision-system-implementation-guide-for-manufacturing-png/ #### VLM 2차 검증으로 용접 불꽃을 화재 오탐으로 걸러 알림을 차단하는 멀티모달 AI 예시 (출처 SAIGE) URL: https://saige.ai/blog/multimodal-ai-industrial-safety/vlm-2%ec%b0%a8-%ea%b2%80%ec%a6%9d%ec%9c%bc%eb%a1%9c-%ec%9a%a9%ec%a0%91-%eb%b6%88%ea%bd%83%ec%9d%84-%ed%99%94%ec%9e%ac-%ec%98%a4%ed%83%90%ec%9c%bc%eb%a1%9c-%ea%b1%b8%eb%9f%ac-%ec%95%8c%eb%a6%bc/ #### VLM 2차 검증으로 용접 불꽃을 화재 오탐으로 걸러 알림을 차단하는 멀티모달 AI 예시 (출처 SAIGE) URL: https://saige.ai/blog/vlm-llm-difference-guide/vlm-2%ec%b0%a8-%ea%b2%80%ec%a6%9d%ec%9c%bc%eb%a1%9c-%ec%9a%a9%ec%a0%91-%eb%b6%88%ea%bd%83%ec%9d%84-%ed%99%94%ec%9e%ac-%ec%98%a4%ed%83%90%ec%9c%bc%eb%a1%9c-%ea%b1%b8%eb%9f%ac-%ec%95%8c%eb%a6%bc-2/ #### VLM 2차 검증으로 용접 불꽃을 화재 오탐으로 걸러 알림을 차단하는 멀티모달 AI 예시 (출처 SAIGE) URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/vlm-2%ec%b0%a8-%ea%b2%80%ec%a6%9d%ec%9c%bc%eb%a1%9c-%ec%9a%a9%ec%a0%91-%eb%b6%88%ea%bd%83%ec%9d%84-%ed%99%94%ec%9e%ac-%ec%98%a4%ed%83%90%ec%9c%bc%eb%a1%9c-%ea%b1%b8%eb%9f%ac-%ec%95%8c%eb%a6%bc-3/ #### VLM-Applications-in-Various-Industries.png URL: 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#### What-is-Deep-Learning-Vision-Inspection.jpg URL: https://saige.ai/what-is-deep-learning-vision-inspection-jpg/ #### What-is-Foreign-Matter-Inspection.png URL: https://saige.ai/what-is-foreign-matter-inspection-png/ #### What-is-Foreign-Substance-Inspection-in-Food.png URL: https://saige.ai/what-is-foreign-substance-inspection-in-food-png/ #### What-is-Intelligent-CCTV.png URL: https://saige.ai/what-is-intelligent-cctv-png/ #### What-is-Lead-Time.png URL: https://saige.ai/what-is-lead-time-png/ #### What-is-Machine-Vision-Inspection.png URL: https://saige.ai/what-is-machine-vision-inspection-png/ #### What-is-Machine-Vision.png URL: https://saige.ai/what-is-machine-vision-png/ #### What-is-PCB-AOI-Inspection.png URL: https://saige.ai/what-is-pcb-aoi-inspection-png/ #### What-is-PCB-ICT-Inspection.png URL: https://saige.ai/what-is-pcb-ict-inspection-png/ #### What-is-PCB-Inspection.png URL: https://saige.ai/what-is-pcb-inspection-png/ #### What-is-PCB-Visual-Inspection.png URL: 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Where-can-I-find-kosher-restaurants-and-shopping.png URL: https://saige.ai/where-can-i-find-kosher-restaurants-and-shopping-png/ #### White robotic arms automate battery production on a clean, moder URL: https://saige.ai/blog/manufacturing-automation-cycle-analysis-solution/white-robotic-arms-automate-battery-production-on-a-clean-moder/ #### Wireless-Front-Door-CCTV-and-Smart-Home-Integration.png URL: https://saige.ai/wireless-front-door-cctv-and-smart-home-integration-png/ #### Worker working in smart Maritime control room of seaport with a URL: https://saige.ai/blog/shipyard-safety-government-support-2026/worker-working-in-smart-maritime-control-room-of-seaport-with-a/ #### Worker In Automotive Car Factory Using Tablet, Generative AI URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/worker-in-automotive-car-factory-using-tablet-generative-ai/ #### Worker in blue overalls and gloves records notes on a clipboard URL: https://saige.ai/blog/hourly-production-output-reporting-automation/worker-in-blue-overalls-and-gloves-records-notes-on-a-clipboard/ #### Worker wearing gloves carefully handles industrial bearing in factory. Assembly line, metal part manufacturing. Production process, manual labor, quality control. Precision engineering, automotive URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/worker-wearing-gloves-carefully-handles-industrial-bearing-in-factory-assembly-line-metal-part-manufacturing-production-process-manual-labor-quality-control-precision-engineering-automotive/ #### Worker wearing gloves carefully handles industrial bearing in factory. Assembly line, metal part manufacturing. Production process, manual labor, quality control. Precision engineering, automotive URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/worker-wearing-gloves-carefully-handles-industrial-bearing-in-factory-assembly-line-metal-part-manufacturing-production-process-manual-labor-quality-control-precision-engineering-automotive-2/ #### workflow-1 URL: https://saige.ai/workflow-1/ #### workflow-2 URL: https://saige.ai/workflow-2/ #### workflow-3 URL: https://saige.ai/workflow-3/ #### workflow-4 URL: https://saige.ai/workflow-4/ #### Young technician engineer or worker man in safety uniform suffer URL: https://saige.ai/blog/industrial-robot-work-hazards-ai-solution/young-technician-engineer-or-worker-man-in-safety-uniform-suffer/ #### Zero-Safety-Accidents-Concept-and-Necessity.png URL: https://saige.ai/zero-safety-accidents-concept-and-necessity-png/ #### Zero-Safety-Accidents-Concept-and-Necessity.png URL: https://saige.ai/zero-safety-accidents-concept-and-necessity-png-2/ #### 고객사례 썸네일_국내대형건설사 URL: 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https://saige.ai/case-study/port-terminal-ai-fire-detection-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%eb%8c%80%ed%98%95%eb%af%bc%ea%b0%84%ed%95%ad%eb%a7%8c/ #### 고객사례 썸네일_로봇작업현장 URL: https://saige.ai/case-study/robot-workplace-ai-safety-system-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%eb%a1%9c%eb%b4%87%ec%9e%91%ec%97%85%ed%98%84%ec%9e%a5/ #### 고객사례_국내 대형 건설사_02 URL: https://saige.ai/case-study/residential-complex-ai-safety-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ea%b5%ad%eb%82%b4-%eb%8c%80%ed%98%95-%ea%b1%b4%ec%84%a4%ec%82%ac_02/ #### 고객사례_국내 대형 정유사_02 URL: https://saige.ai/case-study/refinery-mobile-ai-safety-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ea%b5%ad%eb%82%b4-%eb%8c%80%ed%98%95-%ec%a0%95%ec%9c%a0%ec%82%ac_02-3/ #### 고객사례_국내 대형 정유사_02 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ea%b5%ad%eb%82%b4-%eb%8c%80%ed%98%95-%ec%a0%95%ec%9c%a0%ec%82%ac_02/ #### 고객사례_국내 대형 정유사_02 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ea%b5%ad%eb%82%b4-%eb%8c%80%ed%98%95-%ec%a0%95%ec%9c%a0%ec%82%ac_02-2/ #### 고객사례_국내대형완성차_02 URL: https://saige.ai/case-study/automotive-press-intrusion-detection-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ea%b5%ad%eb%82%b4%eb%8c%80%ed%98%95%ec%99%84%ec%84%b1%ec%b0%a8_02/ #### 고객사례_대형민간항만_02 URL: https://saige.ai/case-study/port-terminal-ai-fire-detection-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%eb%8c%80%ed%98%95%eb%af%bc%ea%b0%84%ed%95%ad%eb%a7%8c_02/ #### 고객사례_로봇작업현장_02 URL: https://saige.ai/case-study/robot-workplace-ai-safety-system-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%eb%a1%9c%eb%b4%87%ec%9e%91%ec%97%85%ed%98%84%ec%9e%a5_02/ #### 문제의 확장-06 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/%eb%ac%b8%ec%a0%9c%ec%9d%98-%ed%99%95%ec%9e%a5-06/ #### 보도자료_썸네일-01_8m4UbLT URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-01_8m4ublt/ #### 보도자료_썸네일-02_gHF7Z54 URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-02_ghf7z54/ #### 보도자료_썸네일-03_PPH0YkV URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-03_pph0ykv/ #### 보도자료_썸네일-04 URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-04/ #### 보도자료_썸네일-04-1 URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-04-1/ #### 보도자료_썸네일-05_bYmBXFk URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-05_bymbxfk/ #### 보도자료_썸네일-06_Qz3MNlW URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-06_qz3mnlw/ #### 보도자료_썸네일-07_EFA0Gkj URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-07_efa0gkj/ #### 보도자료_썸네일-08 URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-08/ #### 보도자료_썸네일-08-1 URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%8d%b8%eb%84%a4%ec%9d%bc-08-1/ #### 보도자료_중기부시범ᄀ URL: https://saige.ai/newsroom/ai-cctv-selected-by-the-ministry-of-smes/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%a4%91%ea%b8%b0%eb%b6%80%ec%8b%9c%eb%b2%94%e1%84%80/ #### 보도자료_초격차스타트 URL: https://saige.ai/newsroom/saige-super-gap-startup-1000-project-selection/%eb%b3%b4%eb%8f%84%ec%9e%90%eb%a3%8c_%ec%b4%88%ea%b2%a9%ec%b0%a8%ec%8a%a4%ed%83%80%ed%8a%b8/ #### 부천 끼임사고_01-1 URL: https://saige.ai/blog/bucheon-parking-accident-safety-prevention/%eb%b6%80%ec%b2%9c-%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0_01-1/ #### 사진_세이지_2023_벤처창업진흥_유공_포상에서_중소벤처기업부_장관상_표창_수상 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-2023-%eb%b2%a4%ec%b2%98%ec%b0%bd%ec%97%85%ec%a7%84%ed%9d%a5-%ec%9c%a0%ea%b3%b5-%ed%8f%ac%ec%83%81-%ec%a4%91%ea%b8%b0%eb%b6%80-%ec%9e%a5%ea%b4%80-%ed%91%9c%ec%b0%bd/%ec%82%ac%ec%a7%84_%ec%84%b8%ec%9d%b4%ec%a7%80_2023_%eb%b2%a4%ec%b2%98%ec%b0%bd%ec%97%85%ec%a7%84%ed%9d%a5_%ec%9c%a0%ea%b3%b5_%ed%8f%ac%ec%83%81%ec%97%90%ec%84%9c_%ec%a4%91%ec%86%8c%eb%b2%a4%ec%b2%98/ #### 사진1세이지사무실전경 URL: https://saige.ai/newsroom/ai-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ed%92%88%ec%a7%88-%ea%b2%80%ec%82%ac-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-%ec%83%88%eb%a1%9c%ec%9a%b4-%eb%a1%9c/%ec%82%ac%ec%a7%841%ec%84%b8%ec%9d%b4%ec%a7%80%ec%82%ac%eb%ac%b4%ec%8b%a4%ec%a0%84%ea%b2%bd/ #### 사진2세이지사무실전경 URL: https://saige.ai/newsroom/ai-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ed%92%88%ec%a7%88-%ea%b2%80%ec%82%ac-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-%ec%83%88%eb%a1%9c%ec%9a%b4-%eb%a1%9c/%ec%82%ac%ec%a7%842%ec%84%b8%ec%9d%b4%ec%a7%80%ec%82%ac%eb%ac%b4%ec%8b%a4%ec%a0%84%ea%b2%bd/ #### 석호님_8pBY51D URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%97%b0%ea%b5%ac%ed%8c%80%ec%9d%80-%ec%9d%b4%eb%a0%87%ea%b2%8c-%ec%9d%bc%ed%95%a9%eb%8b%88%eb%8b%a4/%ec%84%9d%ed%98%b8%eb%8b%98_8pby51d/ #### 세이지_AW2025서_AI_기반_머신비전_솔루션_3종_선봬__사진자료2 URL: https://saige.ai/newsroom/ai-machine-vision-company-saige-participates-in-aw2025/%ec%84%b8%ec%9d%b4%ec%a7%80_aw2025%ec%84%9c_ai_%ea%b8%b0%eb%b0%98_%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84_%ec%86%94%eb%a3%a8%ec%85%98_3%ec%a2%85_%ec%84%a0%eb%b4%ac__%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2/ #### 세이지_AW2025서_AI_기반_머신비전_솔루션_3종_선봬__사진자료2_FsCZtOv URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%ec%84%b8%ec%9d%b4%ec%a7%80_aw2025%ec%84%9c_ai_%ea%b8%b0%eb%b0%98_%eb%a8%b8%ec%8b%a0%eb%b9%84%ec%a0%84_%ec%86%94%eb%a3%a8%ec%85%98_3%ec%a2%85_%ec%84%a0%eb%b4%ac__%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2_/ #### 세이지_마이크로소프트_AI_투어_인_서울서_제조_산업_AI_혁신_전략_선봬_사진자료2 URL: https://saige.ai/newsroom/saige-presents-its-ai-innovation-strategy-for-the-manufacturing-industry-at-the-microsoft-ai-tour-in-seoul/%ec%84%b8%ec%9d%b4%ec%a7%80_%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%86%8c%ed%94%84%ed%8a%b8_ai_%ed%88%ac%ec%96%b4_%ec%9d%b8_%ec%84%9c%ec%9a%b8%ec%84%9c_%ec%a0%9c%ec%a1%b0_%ec%82%b0%ec%97%85_ai_-2/ #### 세이지_마이크로소프트_AI_투어_인_서울서_제조_산업_AI_혁신_전략_선봬_사진자료2_r4u7R6O URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%ec%84%b8%ec%9d%b4%ec%a7%80_%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%86%8c%ed%94%84%ed%8a%b8_ai_%ed%88%ac%ec%96%b4_%ec%9d%b8_%ec%84%9c%ec%9a%b8%ec%84%9c_%ec%a0%9c%ec%a1%b0_%ec%82%b0%ec%97%85_ai_/ #### 세이지_세이프티_GS인증_획득_사진자료2_l6rQOaG URL: https://saige.ai/newsroom/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%a0%9c%ec%a1%b0-ai-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a6%ac%ec%84%9c%ec%b9%98-2023-%ec%9d%b4%eb%85%b8%eb%b2%a0/%ec%84%b8%ec%9d%b4%ec%a7%80_%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0_gs%ec%9d%b8%ec%a6%9d_%ed%9a%8d%eb%93%9d_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2_l6rqoag/ #### 세이지_세이프티_GS인증_획득_사진자료3 URL: https://saige.ai/newsroom/saige-safety-receives-gs-certification-from-the-korea-information-and-communications-technology-association/%ec%84%b8%ec%9d%b4%ec%a7%80_%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0_gs%ec%9d%b8%ec%a6%9d_%ed%9a%8d%eb%93%9d_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c3/ #### 세이지_세이프티_산통부_산업융합_혁신품목_선정_사진자료2 URL: https://saige.ai/newsroom/saige-ai-solutions-selected-as-an-industrial-convergence-innovation-product/%ec%84%b8%ec%9d%b4%ec%a7%80_%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0_%ec%82%b0%ed%86%b5%eb%b6%80_%ec%82%b0%ec%97%85%ec%9c%b5%ed%95%a9_%ed%98%81%ec%8b%a0%ed%92%88%eb%aa%a9_%ec%84%a0%ec%a0%95_%ec%82%ac-2/ #### 세이지_세이프티_산통부_산업융합_혁신품목_선정_사진자료2_3ZUSyVc URL: 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https://saige.ai/blog/%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98-%ec%84%b8%ec%9d%b4%ec%a7%80%ea%b0%80-%ed%95%98%eb%82%98%ec%9d%98-%eb%aa%a9%ed%91%9c%eb%a5%bc-%eb%b0%94%eb%9d%bc%eb%b3%b4%eb%8a%94-%eb%b0%a9%eb%b2%95/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98-04/ #### 커리어블로그핵심가치2-01 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%982-01/ #### 커리어블로그핵심가치2-04 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%982-04/ #### 커리어블로그핵심가치2-05 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%982-05/ #### 커리어블로그핵심가치2-07 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%982-07/ #### 커리어블로그핵심가치2-08 URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%ec%9d%bc%ec%83%81%ec%97%90-%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%98%eb%a5%bc-%ec%8a%a4%eb%a9%b0%eb%93%a4%ea%b2%8c-%ed%95%98%ea%b8%b0/%ec%bb%a4%eb%a6%ac%ec%96%b4%eb%b8%94%eb%a1%9c%ea%b7%b8%ed%95%b5%ec%8b%ac%ea%b0%80%ec%b9%982-08/ #### ㅏ URL: https://saige.ai/blog/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-2022%eb%85%84-%ed%9a%8c%ea%b3%a0-%eb%a6%ac%ed%8f%ac%ed%8a%b8/%e3%85%8f/ #### 工場でハンディターミナルを使って製品を検査 URL: https://saige.ai/blog/pcb-quality-ai-inspection/%e5%b7%a5%e5%a0%b4%e3%81%a7%e3%83%8f%e3%83%b3%e3%83%87%e3%82%a3%e3%82%bf%e3%83%bc%e3%83%9f%e3%83%8a%e3%83%ab%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a6%e8%a3%bd%e5%93%81%e3%82%92%e6%a4%9c%e6%9f%bb/ #### 가용성·성능·품질 세 요소의 곱으로 산출되는 OEE 설비종합효율 계산 구조 인포그래픽 URL: https://saige.ai/blog/oee-complete-guide/%ea%b0%80%ec%9a%a9%ec%84%b1%c2%b7%ec%84%b1%eb%8a%a5%c2%b7%ed%92%88%ec%a7%88-%ec%84%b8-%ec%9a%94%ec%86%8c%ec%9d%98-%ea%b3%b1%ec%9c%bc%eb%a1%9c-%ec%82%b0%ec%b6%9c%eb%90%98%eb%8a%94-oee-%ec%84%a4/ #### 건설 현장 재해 사례 (10) AI로 예방하는 건설 현장 재해 사례: 반복되는 사고, 해결책은? #### 건설 현장 재해유형별 사고 조사자료 (출처 고용노동부) URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%9e%ac%ed%95%b4%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0-%ec%a1%b0%ec%82%ac%ec%9e%90%eb%a3%8c-%ec%b6%9c%ec%b2%98-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99-3/ #### 건설 현장 재해유형별 사고 조사자료 (출처 고용노동부) URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%9e%ac%ed%95%b4%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0-%ec%a1%b0%ec%82%ac%ec%9e%90%eb%a3%8c-%ec%b6%9c%ec%b2%98-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99-4/ #### 건설 현장 재해유형별 사고 조사자료 (출처 고용노동부) URL: https://saige.ai/blog/industrial-accident-case-prevention/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%9e%ac%ed%95%b4%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0-%ec%a1%b0%ec%82%ac%ec%9e%90%eb%a3%8c-%ec%b6%9c%ec%b2%98-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99/ #### 건설 현장 재해유형별 사고 조사자료 (출처 고용노동부) URL: https://saige.ai/blog/safety-accident-case-prevention/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%9e%ac%ed%95%b4%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0-%ec%a1%b0%ec%82%ac%ec%9e%90%eb%a3%8c-%ec%b6%9c%ec%b2%98-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99-2/ #### 건설 현장에서 작동 중인 세이지 세이프티 AI 안전 모니터링 시스템과 실시간 위험 감지 대시보드 URL: https://saige.ai/blog/smart-safety-equipment-support-program-guide/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%ec%9e%91%eb%8f%99-%ec%a4%91%ec%9d%b8-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88/ #### 건설 현장에서 작동 중인 세이지 세이프티 AI 안전 모니터링 시스템과 실시간 위험 감지 대시보드 URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%ec%9e%91%eb%8f%99-%ec%a4%91%ec%9d%b8-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8-2/ #### 건설, 제조, 물류 창고 등 현장별 스마트 안전 기술 적용 사례 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/%ea%b1%b4%ec%84%a4-%ec%a0%9c%ec%a1%b0-%eb%ac%bc%eb%a5%98-%ec%b0%bd%ea%b3%a0-%eb%93%b1-%ed%98%84%ec%9e%a5%eb%b3%84-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ec%a0%81%ec%9a%a9-2/ #### 건설, 제조, 물류 창고 등 현장별 스마트 안전 기술 적용 사례 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/%ea%b1%b4%ec%84%a4-%ec%a0%9c%ec%a1%b0-%eb%ac%bc%eb%a5%98-%ec%b0%bd%ea%b3%a0-%eb%93%b1-%ed%98%84%ec%9e%a5%eb%b3%84-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ec%a0%81%ec%9a%a9/ #### 건설,건축공사 현장 URL: https://saige.ai/en/case-study/saige-safety-monitoring-construction-sites-in-real-time/%ea%b1%b4%ec%84%a4%ea%b1%b4%ec%b6%95%ea%b3%b5%ec%82%ac-%ed%98%84%ec%9e%a5-3/ #### 건설,건축공사 현장 URL: https://saige.ai/case-study/saige-safety-construction-site-real-time-monitoring/%ea%b1%b4%ec%84%a4%ea%b1%b4%ec%b6%95%ea%b3%b5%ec%82%ac-%ed%98%84%ec%9e%a5/ #### 건설,건축공사 현장 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ea%b1%b4%ec%84%a4%ea%b1%b4%ec%b6%95%ea%b3%b5%ec%82%ac-%ed%98%84%ec%9e%a5-2/ #### 건설공사 안전관리 업무수행 지침 연관성 URL: https://saige.ai/blog/construction-safety-management-guideline-ai/%ea%b1%b4%ec%84%a4%ea%b3%b5%ec%82%ac-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%97%85%eb%ac%b4%ec%88%98%ed%96%89-%ec%a7%80%ec%b9%a8-%ec%97%b0%ea%b4%80%ec%84%b1/ #### 건설공사 안전관리 업무수행 지침 핵심 의무사항 URL: https://saige.ai/blog/safety-management-plan-manual-guide/%ea%b1%b4%ec%84%a4%ea%b3%b5%ec%82%ac-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%97%85%eb%ac%b4%ec%88%98%ed%96%89-%ec%a7%80%ec%b9%a8-%ed%95%b5%ec%8b%ac-%ec%9d%98%eb%ac%b4%ec%82%ac%ed%95%ad-2/ #### 건설공사 안전관리 업무수행 지침 핵심 의무사항 URL: https://saige.ai/blog/construction-safety-management-guideline-ai/%ea%b1%b4%ec%84%a4%ea%b3%b5%ec%82%ac-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%97%85%eb%ac%b4%ec%88%98%ed%96%89-%ec%a7%80%ec%b9%a8-%ed%95%b5%ec%8b%ac-%ec%9d%98%eb%ac%b4%ec%82%ac%ed%95%ad/ #### 건설기술진흥법 상세 확인하기 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/%ea%b1%b4%ec%84%a4%ea%b8%b0%ec%88%a0%ec%a7%84%ed%9d%a5%eb%b2%95-%ec%83%81%ec%84%b8-%ed%99%95%ec%9d%b8%ed%95%98%ea%b8%b0/ #### 건설노조 타워크레인 조종사 설문조사 결과 (2025.1.11~13, 응답자 2,207명) URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ea%b1%b4%ec%84%a4%eb%85%b8%ec%a1%b0-%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%a1%b0%ec%a2%85%ec%82%ac-%ec%84%a4%eb%ac%b8%ec%a1%b0%ec%82%ac-%ea%b2%b0%ea%b3%bc-2025-1-1113-%ec%9d%91%eb%8b%b5/ #### 건설노조 타워크레인 조종사 설문조사 결과 (2025.1.11~13, 응답자 2,207명) URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ea%b1%b4%ec%84%a4%eb%85%b8%ec%a1%b0-%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%a1%b0%ec%a2%85%ec%82%ac-%ec%84%a4%eb%ac%b8%ec%a1%b0%ec%82%ac-%ea%b2%b0%ea%b3%bc-2025-1-1113-%ec%9d%91%eb%8b%b5-2/ #### 건설현장 실무관리자 59%가 작업중지 제도에 부정적 평가를 내린 한국건설산업연구원 조사 결과 그래프 URL: https://saige.ai/blog/major-disaster-scope-sentencing-guidelines-2026/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5-%ec%8b%a4%eb%ac%b4%ea%b4%80%eb%a6%ac%ec%9e%90-59%ea%b0%80-%ec%9e%91%ec%97%85%ec%a4%91%ec%a7%80-%ec%a0%9c%eb%8f%84%ec%97%90-%eb%b6%80%ec%a0%95%ec%a0%81-%ed%8f%89/ #### 건설현장 품질 csi 업무 효율화 URL: https://saige.ai/blog/quality-csi/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5-%ed%92%88%ec%a7%88-csi-%ec%97%85%eb%ac%b4-%ed%9a%a8%ec%9c%a8%ed%99%94/ #### 건설현장 화재 발생 건수 및 피해 현황(2018-202) URL: https://saige.ai/blog/resort-fire-ai/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5-%ed%99%94%ec%9e%ac-%eb%b0%9c%ec%83%9d-%ea%b1%b4%ec%88%98-%eb%b0%8f-%ed%94%bc%ed%95%b4-%ed%98%84%ed%99%a92018-202/ #### 건설현장 화재 발생 건수 및 피해 현황(2018-202) URL: https://saige.ai/blog/resort-fire-ai/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5-%ed%99%94%ec%9e%ac-%eb%b0%9c%ec%83%9d-%ea%b1%b4%ec%88%98-%eb%b0%8f-%ed%94%bc%ed%95%b4-%ed%98%84%ed%99%a92018-202-2/ #### 건설현장 화재를 예방하는 세이지 AI 감지 모니터링 (예시) URL: https://saige.ai/blog/resort-fire-ai/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5-%ed%99%94%ec%9e%ac%eb%a5%bc-%ec%98%88%eb%b0%a9%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-ai-%ea%b0%90%ec%a7%80-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%98%88/ #### 건설현장에 설치된 이동식 CCTV가 위험을 실시간 감지하는 모습 URL: https://saige.ai/blog/mobile-cctv-edge-ai-safety/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5%ec%97%90-%ec%84%a4%ec%b9%98%eb%90%9c-%ec%9d%b4%eb%8f%99%ec%8b%9d-cctv%ea%b0%80-%ec%9c%84%ed%97%98%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84-%ea%b0%90%ec%a7%80%ed%95%98/ #### 건설현장에서 AI 기반 안전 모니터링 시스템으로 중대재해 범위 내 사고를 실시간 감지하는 세이지 세이프티 화면 URL: https://saige.ai/blog/major-disaster-scope-sentencing-guidelines-2026/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9c%bc%eb%a1%9c-%ec%a4%91%eb%8c%80/ #### 건설현장의 타워크레인장의 타워크레인 URL: https://saige.ai/case-study/residential-complex-ai-safety-case/%ea%b1%b4%ec%84%a4%ed%98%84%ec%9e%a5%ec%9d%98-%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8%ec%9e%a5%ec%9d%98-%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8/ #### 경남 천공기 사고로 본 건설 현장 안전관리의 한계와 AI 활용 방안 URL: https://saige.ai/blog/gyeongnam-drilling-machine-accident/%ea%b2%bd%eb%82%a8-%ec%b2%9c%ea%b3%b5%ea%b8%b0-%ec%82%ac%ea%b3%a0%eb%a1%9c-%eb%b3%b8-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%9d%98-%ed%95%9c%ea%b3%84%ec%99%80-ai/ #### 경영진이보는-02 URL: https://saige.ai/blog/preventive-maintenance-guide/%ea%b2%bd%ec%98%81%ec%a7%84%ec%9d%b4%eb%b3%b4%eb%8a%94-02-2/ #### 경영진이보는-02 URL: https://saige.ai/blog/hourly-production-output-reporting-automation/%ea%b2%bd%ec%98%81%ec%a7%84%ec%9d%b4%eb%b3%b4%eb%8a%94-02/ #### 경주 문무대왕면 산불 현황 타임라인 URL: https://saige.ai/blog/gyeongju-wildfire-ai-fire-prevention/%ea%b2%bd%ec%a3%bc-%eb%ac%b8%eb%ac%b4%eb%8c%80%ec%99%95%eb%a9%b4-%ec%82%b0%eb%b6%88-%ed%98%84%ed%99%a9-%ed%83%80%ec%9e%84%eb%9d%bc%ec%9d%b8/ #### 계획의 택트 타임과 현장의 택트 타임은 다르다 URL: https://saige.ai/blog/takt-time-management-saige-vims-analysis/%ea%b3%84%ed%9a%8d%ec%9d%98-%ed%83%9d%ed%8a%b8-%ed%83%80%ec%9e%84%ea%b3%bc-%ed%98%84%ec%9e%a5%ec%9d%98-%ed%83%9d%ed%8a%b8-%ed%83%80%ec%9e%84%ec%9d%80-%eb%8b%a4%eb%a5%b4%eb%8b%a4/ #### 고객사가 겪은 안전 관리의 3가지 한계 URL: https://saige.ai/blog/industrial-robot-work-hazards-ai-solution/%ea%b3%a0%ea%b0%9d%ec%82%ac%ea%b0%80-%ea%b2%aa%ec%9d%80-%ec%95%88%ec%a0%84-%ea%b4%80%eb%a6%ac%ec%9d%98-3%ea%b0%80%ec%a7%80-%ed%95%9c%ea%b3%84/ #### 고객사가 겪은 안전 관리의 3가지 한계 URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/%ea%b3%a0%ea%b0%9d%ec%82%ac%ea%b0%80-%ea%b2%aa%ec%9d%80-%ec%95%88%ec%a0%84-%ea%b4%80%eb%a6%ac%ec%9d%98-3%ea%b0%80%ec%a7%80-%ed%95%9c%ea%b3%84-2/ #### 고객사례 썸네일_M사 냉동면 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_m%ec%82%ac-%eb%83%89%eb%8f%99%eb%a9%b4/ #### 고객사례 썸네일_M사 냉동면 URL: https://saige.ai/case-study/frozen-noodles-ai-vision-detection-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_m%ec%82%ac-%eb%83%89%eb%8f%99%eb%a9%b4-2/ #### 고객사례 썸네일_국내대형자동차 URL: https://saige.ai/case-study/national-auto-parts-manufacturer-vision-loss-detection-saige-vims/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%ea%b5%ad%eb%82%b4%eb%8c%80%ed%98%95%ec%9e%90%eb%8f%99%ec%b0%a8/ #### 고객사례 썸네일_연간10억불량 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%97%b0%ea%b0%8410%ec%96%b5%eb%b6%88%eb%9f%89/ #### 고객사례 썸네일_연간10억불량 URL: https://saige.ai/case-study/film-inspection-automation-saige-vision/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%ec%97%b0%ea%b0%8410%ec%96%b5%eb%b6%88%eb%9f%89-2/ #### 고객사례 썸네일_프레스공정이상감지사례 URL: https://saige.ai/case-study/plc-missed-0-16sec-press-anomaly-detection-saige-vims/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80-%ec%8d%b8%eb%84%a4%ec%9d%bc_%ed%94%84%eb%a0%88%ec%8a%a4%ea%b3%b5%ec%a0%95%ec%9d%b4%ec%83%81%ea%b0%90%ec%a7%80%ec%82%ac%eb%a1%80/ #### 고객사례_M사 냉동면-2 URL: https://saige.ai/case-study/frozen-noodles-ai-vision-detection-case/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_m%ec%82%ac-%eb%83%89%eb%8f%99%eb%a9%b4-2/ #### 고객사례_연간10억불량_1 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ec%97%b0%ea%b0%8410%ec%96%b5%eb%b6%88%eb%9f%89_1/ #### 고객사례_연간10억불량_2 URL: https://saige.ai/%ea%b3%a0%ea%b0%9d%ec%82%ac%eb%a1%80_%ec%97%b0%ea%b0%8410%ec%96%b5%eb%b6%88%eb%9f%89_2/ #### 고소작업_1 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_1/ #### 고소작업_2 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_2/ #### 고소작업_2 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_2-2/ #### 고소작업_썸네일 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 고소작업_썸네일 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_%ec%8d%b8%eb%84%a4%ec%9d%bc-2/ #### 고소작업_썸네일 URL: https://saige.ai/case-study/construction-high-work-risk-ptz-saige-safety/%ea%b3%a0%ec%86%8c%ec%9e%91%ec%97%85_%ec%8d%b8%eb%84%a4%ec%9d%bc-3/ #### 고용노동부 2024년 산업재해 현황 기준 제조업 사망 사고 증가율과 위험성평가 효과를 비교한 인포그래픽 URL: https://saige.ai/blog/intelligent-video-analytics-manufacturing/%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99%eb%b6%80-2024%eb%85%84-%ec%82%b0%ec%97%85%ec%9e%ac%ed%95%b4-%ed%98%84%ed%99%a9-%ea%b8%b0%ec%a4%80-%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%82%ac%eb%a7%9d-%ec%82%ac%ea%b3%a0/ #### 고장·셋업·미세정지·속도 저하·불량·초기수율로 OEE를 깎아먹는 6대 손실을 가용성·성능·품질별로 분류한 인포그래픽 URL: https://saige.ai/blog/oee-complete-guide/%ea%b3%a0%ec%9e%a5%c2%b7%ec%85%8b%ec%97%85%c2%b7%eb%af%b8%ec%84%b8%ec%a0%95%ec%a7%80%c2%b7%ec%86%8d%eb%8f%84-%ec%a0%80%ed%95%98%c2%b7%eb%b6%88%eb%9f%89%c2%b7%ec%b4%88%ea%b8%b0%ec%88%98%ec%9c%a8/ #### 공장사고를 부르는 3대 구조적 문제 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/%ea%b3%b5%ec%9e%a5%ec%82%ac%ea%b3%a0%eb%a5%bc-%eb%b6%80%eb%a5%b4%eb%8a%94-3%eb%8c%80-%ea%b5%ac%ec%a1%b0%ec%a0%81-%eb%ac%b8%ec%a0%9c/ #### 공정별 사이클 타임 분포, 이탈 건수, 원인 분류를 한눈에 보여주는 세이지 빔스 통합 화면 URL: https://saige.ai/blog/predictive-maintenance-production-intelligence-saige/%ea%b3%b5%ec%a0%95%eb%b3%84-%ec%82%ac%ec%9d%b4%ed%81%b4-%ed%83%80%ec%9e%84-%eb%b6%84%ed%8f%ac-%ec%9d%b4%ed%83%88-%ea%b1%b4%ec%88%98-%ec%9b%90%ec%9d%b8-%eb%b6%84%eb%a5%98%eb%a5%bc-%ed%95%9c%eb%88%88/ #### 공정별 사이클 타임 분포, 이탈 건수, 원인 분류를 한눈에 보여주는 세이지 빔스 통합 화면 URL: https://saige.ai/blog/preventive-maintenance-guide/%ea%b3%b5%ec%a0%95%eb%b3%84-%ec%82%ac%ec%9d%b4%ed%81%b4-%ed%83%80%ec%9e%84-%eb%b6%84%ed%8f%ac-%ec%9d%b4%ed%83%88-%ea%b1%b4%ec%88%98-%ec%9b%90%ec%9d%b8-%eb%b6%84%eb%a5%98%eb%a5%bc-%ed%95%9c%eb%88%88-2/ #### 공정의 흐름을 이해하는 제약바이오 AI의 실시간 모니터링, 세이지 빔스 URL: https://saige.ai/blog/pharma-ai-quality-inspection/%ea%b3%b5%ec%a0%95%ec%9d%98-%ed%9d%90%eb%a6%84%ec%9d%84-%ec%9d%b4%ed%95%b4%ed%95%98%eb%8a%94-%ec%a0%9c%ec%95%bd%eb%b0%94%ec%9d%b4%ec%98%a4-ai%ec%9d%98-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88/ #### 구간별 분석이 밝혀주는 생산성 손실 유형 URL: https://saige.ai/blog/takt-time-oee-management-guide/%ea%b5%ac%ea%b0%84%eb%b3%84-%eb%b6%84%ec%84%9d%ec%9d%b4-%eb%b0%9d%ed%98%80%ec%a3%bc%eb%8a%94-%ec%83%9d%ec%82%b0%ec%84%b1-%ec%86%90%ec%8b%a4-%ec%9c%a0%ed%98%95/ #### 구간별 분석이 밝혀주는 생산성 손실 유형 URL: https://saige.ai/blog/preventive-maintenance-guide/%ea%b5%ac%ea%b0%84%eb%b3%84-%eb%b6%84%ec%84%9d%ec%9d%b4-%eb%b0%9d%ed%98%80%ec%a3%bc%eb%8a%94-%ec%83%9d%ec%82%b0%ec%84%b1-%ec%86%90%ec%8b%a4-%ec%9c%a0%ed%98%95-3/ #### 구간별 분석이 밝혀주는 생산성 손실 유형 URL: https://saige.ai/blog/equipment-utilization-oee-improvement/%ea%b5%ac%ea%b0%84%eb%b3%84-%eb%b6%84%ec%84%9d%ec%9d%b4-%eb%b0%9d%ed%98%80%ec%a3%bc%eb%8a%94-%ec%83%9d%ec%82%b0%ec%84%b1-%ec%86%90%ec%8b%a4-%ec%9c%a0%ed%98%95-2/ #### 국내 건설업 주원인유형별 사고사망자 비율 URL: https://saige.ai/blog/construction-site-accident-cases-ai-safety/%ea%b5%ad%eb%82%b4-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%a3%bc%ec%9b%90%ec%9d%b8%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0%ec%82%ac%eb%a7%9d%ec%9e%90-%eb%b9%84%ec%9c%a8-4/ #### 국내 건설업 주원인유형별 사고사망자 비율 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/%ea%b5%ad%eb%82%b4-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%a3%bc%ec%9b%90%ec%9d%b8%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0%ec%82%ac%eb%a7%9d%ec%9e%90-%eb%b9%84%ec%9c%a8/ #### 국내 건설업 주원인유형별 사고사망자 비율 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/%ea%b5%ad%eb%82%b4-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%a3%bc%ec%9b%90%ec%9d%b8%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0%ec%82%ac%eb%a7%9d%ec%9e%90-%eb%b9%84%ec%9c%a8-2/ #### 국내 건설업 주원인유형별 사고사망자 비율 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/%ea%b5%ad%eb%82%b4-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%a3%bc%ec%9b%90%ec%9d%b8%ec%9c%a0%ed%98%95%eb%b3%84-%ec%82%ac%ea%b3%a0%ec%82%ac%eb%a7%9d%ec%9e%90-%eb%b9%84%ec%9c%a8-3/ #### 국내대형자동차-2 URL: https://saige.ai/case-study/national-auto-parts-manufacturer-vision-loss-detection-saige-vims/%ea%b5%ad%eb%82%b4%eb%8c%80%ed%98%95%ec%9e%90%eb%8f%99%ec%b0%a8-2/ #### 국토교통부 주최 스마트건설 챌린지 공식 포스터, 경연 분야 안내 URL: https://saige.ai/blog/smart-construction-challenge/%ea%b5%ad%ed%86%a0%ea%b5%90%ed%86%b5%eb%b6%80-%ec%a3%bc%ec%b5%9c-%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b1%b4%ec%84%a4-%ec%b1%8c%eb%a6%b0%ec%a7%80-%ea%b3%b5%ec%8b%9d-%ed%8f%ac%ec%8a%a4%ed%84%b0-%ea%b2%bd/ #### 굴착기 사고 원인 1- CCTV와 모니터링 인력만으로는 부족한 실시간 통제 (Photo made by gemini) URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%9b%90%ec%9d%b8-1-cctv%ec%99%80-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%9d%b8%eb%a0%a5%eb%a7%8c%ec%9c%bc%eb%a1%9c%eb%8a%94-%eb%b6%80%ec%a1%b1/ #### 굴착기 사고 원인 3. 작업자의 동선이 ‘예측 불가능’한 현장 (Photo made by Gemini) URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%9b%90%ec%9d%b8-3-%ec%9e%91%ec%97%85%ec%9e%90%ec%9d%98-%eb%8f%99%ec%84%a0%ec%9d%b4-%ec%98%88%ec%b8%a1-%eb%b6%88%ea%b0%80%eb%8a%a5/ #### 그림1 URL: https://saige.ai/newsroom/saige-shares-the-truth-about-the-industrial-ai-market/%ea%b7%b8%eb%a6%bc1/ #### 글로벌 AI 기술 경쟁력 순위 그래프에서 한국이 6위를 기록하며 상위권에 진입한 현황 URL: https://saige.ai/blog/ai-korea-technology-industry-application/%ea%b8%80%eb%a1%9c%eb%b2%8c-ai-%ea%b8%b0%ec%88%a0-%ea%b2%bd%ec%9f%81%eb%a0%a5-%ec%88%9c%ec%9c%84-%ea%b7%b8%eb%9e%98%ed%94%84%ec%97%90%ec%84%9c-%ed%95%9c%ea%b5%ad%ec%9d%b4-6%ec%9c%84%eb%a5%bc-%ea%b8%b0/ #### 글로벌 VLM 시장이 2025년 37억 달러에서 2035년 360억 달러로 연평균 25.41% 성장하는 추이 그래프 URL: https://saige.ai/blog/vlm-llm-difference-guide/%ea%b8%80%eb%a1%9c%eb%b2%8c-vlm-%ec%8b%9c%ec%9e%a5%ec%9d%b4-2025%eb%85%84-37%ec%96%b5-%eb%8b%ac%eb%9f%ac%ec%97%90%ec%84%9c-2035%eb%85%84-360%ec%96%b5-%eb%8b%ac%eb%9f%ac%eb%a1%9c-%ec%97%b0%ed%8f%89/ #### 기업 데이터의 80%가 이미지·영상 등 비정형 데이터임을 보여주는 도넛 차트 URL: https://saige.ai/blog/vlm-llm-difference-guide/%ea%b8%b0%ec%97%85-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%9d%98-80%ea%b0%80-%ec%9d%b4%eb%af%b8%ec%a7%80%c2%b7%ec%98%81%ec%83%81-%eb%93%b1-%eb%b9%84%ec%a0%95%ed%98%95-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%9e%84/ #### 기존 AI 카메라의 오탐 화면과 VLM이 맥락을 이해해 정상 작업으로 판단하는 화면을 비교한 이미지 URL: https://saige.ai/blog/vlm-llm-difference-guide/%ea%b8%b0%ec%a1%b4-ai-%ec%b9%b4%eb%a9%94%eb%9d%bc%ec%9d%98-%ec%98%a4%ed%83%90-%ed%99%94%eb%a9%b4%ea%b3%bc-vlm%ec%9d%b4-%eb%a7%a5%eb%9d%bd%ec%9d%84-%ec%9d%b4%ed%95%b4%ed%95%b4-%ec%a0%95%ec%83%81/ #### 기존 CCTV vs 스마트 안전 기술 기반 CCTV 솔루션 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/%ea%b8%b0%ec%a1%b4-cctv-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-cctv-%ec%86%94%eb%a3%a8%ec%85%98/ #### 기존 CCTV vs 스마트 안전 기술 기반 CCTV 솔루션 (2) URL: https://saige.ai/blog/smart-safety-technology-guide-2025/%ea%b8%b0%ec%a1%b4-cctv-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-cctv-%ec%86%94%eb%a3%a8%ec%85%98-2/ #### 기존 CCTV vs 스마트 안전 기술 기반 CCTV 솔루션 (2) URL: https://saige.ai/blog/smart-safety-technology-guide-2025/%ea%b8%b0%ec%a1%b4-cctv-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-cctv-%ec%86%94%eb%a3%a8%ec%85%98-2-2/ #### 기존 CCTV vs 스마트 안전 기술 기반 CCTV 솔루션 (2) URL: https://saige.ai/blog/ai-cctv-recommendation-industrial-safety-guide/%ea%b8%b0%ec%a1%b4-cctv-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-cctv-%ec%86%94%eb%a3%a8%ec%85%98-2-3/ #### 기존 CCTV 위에 얹는 SAIGE SAFETY VLM 검증 레이어 URL: https://saige.ai/blog/selective-monitoring-vlm-guide/%ea%b8%b0%ec%a1%b4-cctv-%ec%9c%84%ec%97%90-%ec%96%b9%eb%8a%94-saige-safety-vlm-%ea%b2%80%ec%a6%9d-%eb%a0%88%ec%9d%b4%ec%96%b4/ #### 기존 CCTV 위에 얹는 SAIGE SAFETY VLM 검증 레이어 URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/%ea%b8%b0%ec%a1%b4-cctv-%ec%9c%84%ec%97%90-%ec%96%b9%eb%8a%94-saige-safety-vlm-%ea%b2%80%ec%a6%9d-%eb%a0%88%ec%9d%b4%ec%96%b4-2/ #### 기존 CCTV 활용 AI 안전 시스템 - 50인 미만 중소기업 비용 절감 솔루션 URL: https://saige.ai/blog/serious-accident-law-small-business-safety/%ea%b8%b0%ec%a1%b4-cctv-%ed%99%9c%ec%9a%a9-ai-%ec%95%88%ec%a0%84-%ec%8b%9c%ec%8a%a4%ed%85%9c-50%ec%9d%b8-%eb%af%b8%eb%a7%8c-%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90/ #### 기존 CCTV를 AI 제품으로 전환하여 공정 이상을 실시간 감지하는 anomaly detection 모니터링 시스템 세이지 빔스 URL: https://saige.ai/blog/ai-product-inspection-manufacturing-speed/%ea%b8%b0%ec%a1%b4-cctv%eb%a5%bc-ai-%ec%a0%9c%ed%92%88%ec%9c%bc%eb%a1%9c-%ec%a0%84%ed%99%98%ed%95%98%ec%97%ac-%ea%b3%b5%ec%a0%95-%ec%9d%b4%ec%83%81%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84-%ea%b0%90/ #### 기존 CCTV를 활용한 AI 기반 산업용 로봇 안전 모니터링 시스템 구성 URL: https://saige.ai/blog/industrial-robot-accident-ai-prevention/%ea%b8%b0%ec%a1%b4-cctv%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%9c-ai-%ea%b8%b0%eb%b0%98-%ec%82%b0%ec%97%85%ec%9a%a9-%eb%a1%9c%eb%b4%87-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c/ #### 기존 CCTV를 활용한 AI 기반 안전 모니터링 시스템 구성도 이미지화 URL: https://saige.ai/blog/intelligent-video-analytics-manufacturing/%ea%b8%b0%ec%a1%b4-cctv%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%9c-ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ea%b5%ac%ec%84%b1%eb%8f%84-2/ #### 기존 CCTV를 활용한 AI 기반 안전 모니터링 시스템 구성도 이미지화 URL: https://saige.ai/blog/industrial-robot-work-hazards-ai-solution/%ea%b8%b0%ec%a1%b4-cctv%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%9c-ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ea%b5%ac%ec%84%b1%eb%8f%84/ #### 기존 CCTV만으로는 리조트 화재를 예방하기 어려웠다. URL: https://saige.ai/blog/resort-fire-ai/%ea%b8%b0%ec%a1%b4-cctv%eb%a7%8c%ec%9c%bc%eb%a1%9c%eb%8a%94-%eb%a6%ac%ec%a1%b0%ed%8a%b8-%ed%99%94%ec%9e%ac%eb%a5%bc-%ec%98%88%eb%b0%a9%ed%95%98%ea%b8%b0-%ec%96%b4%eb%a0%a4%ec%9b%a0%eb%8b%a4/ #### 기존 CCTV에 AI를 연결하는 중소기업 안전관리 솔루션 SAIGE SAFETY Lite 화면 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ea%b8%b0%ec%a1%b4-cctv%ec%97%90-ai%eb%a5%bc-%ec%97%b0%ea%b2%b0%ed%95%98%eb%8a%94-%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-saige-safety-lit/ #### 기존 CCTV에 AI를 연결하는 중소기업 안전관리 솔루션 SAIGE SAFETY Lite 화면 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ea%b8%b0%ec%a1%b4-cctv%ec%97%90-ai%eb%a5%bc-%ec%97%b0%ea%b2%b0%ed%95%98%eb%8a%94-%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-saige-safety-l-2/ #### 기존 CCTV와 세이지 세이프티 AI 모니터링의 감지 속도, 24시간 감시, 정확도, 오탐률, 인건비 비교표 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ea%b8%b0%ec%a1%b4-cctv%ec%99%80-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%98-%ea%b0%90%ec%a7%80-%ec%86%8d%eb%8f%84-24%ec%8b%9c/ #### 기존 VMS 방식으로 관제요원이 수십 개 모니터를 육안으로 확인하는 장면과 AI 영상관제가 자동으로 위험을 감지하는 화면 비교 (출처 미드저니) URL: https://saige.ai/%ea%b8%b0%ec%a1%b4-vms-%eb%b0%a9%ec%8b%9d%ec%9c%bc%eb%a1%9c-%ea%b4%80%ec%a0%9c%ec%9a%94%ec%9b%90%ec%9d%b4-%ec%88%98%ec%8b%ad-%ea%b0%9c-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a5%bc-%ec%9c%a1%ec%95%88%ec%9c%bc/ #### 기존 VMS 방식으로 관제요원이 수십 개 모니터를 육안으로 확인하는 장면과 AI 영상관제가 자동으로 위험을 감지하는 화면 비교 (출처 미드저니) URL: https://saige.ai/blog/ai-video-surveillance-prevention-2/%ea%b8%b0%ec%a1%b4-vms-%eb%b0%a9%ec%8b%9d%ec%9c%bc%eb%a1%9c-%ea%b4%80%ec%a0%9c%ec%9a%94%ec%9b%90%ec%9d%b4-%ec%88%98%ec%8b%ad-%ea%b0%9c-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a5%bc-%ec%9c%a1%ec%95%88-2/ #### 기존 항만 보안 vs 스마트항만 AI 시스템 비교, 화재 감지 속도 및 정확도 URL: https://saige.ai/blog/smart-port/%ea%b8%b0%ec%a1%b4-%ed%95%ad%eb%a7%8c-%eb%b3%b4%ec%95%88-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%95%ad%eb%a7%8c-ai-%ec%8b%9c%ec%8a%a4%ed%85%9c-%eb%b9%84%ea%b5%90-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80/ #### 기존 항만 보안 vs 스마트항만 AI 시스템 비교, 화재 감지 속도 및 정확도 URL: https://saige.ai/blog/cctv-fire-detection-system-guide-2/%ea%b8%b0%ec%a1%b4-%ed%95%ad%eb%a7%8c-%eb%b3%b4%ec%95%88-vs-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%95%ad%eb%a7%8c-ai-%ec%8b%9c%ec%8a%a4%ed%85%9c-%eb%b9%84%ea%b5%90-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80-2/ #### 끊이지 않는 공장사고, 제조업 안전 패러다임 변화 필요 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/%eb%81%8a%ec%9d%b4%ec%a7%80-%ec%95%8a%eb%8a%94-%ea%b3%b5%ec%9e%a5%ec%82%ac%ea%b3%a0-%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84-%ed%8c%a8%eb%9f%ac%eb%8b%a4%ec%9e%84-%eb%b3%80%ed%99%94-%ed%95%84/ #### 끼임사고를 부르는 3대 구조적 문제 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0%eb%a5%bc-%eb%b6%80%eb%a5%b4%eb%8a%94-3%eb%8c%80-%ea%b5%ac%ec%a1%b0%ec%a0%81-%eb%ac%b8%ec%a0%9c-3/ #### 끼임사고를 부르는 3대 구조적 문제 URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0%eb%a5%bc-%eb%b6%80%eb%a5%b4%eb%8a%94-3%eb%8c%80-%ea%b5%ac%ec%a1%b0%ec%a0%81-%eb%ac%b8%ec%a0%9c/ #### 끼임사고를 부르는 3대 구조적 문제 URL: https://saige.ai/blog/manufacturing-entrapment-accident-prevention-solution/%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0%eb%a5%bc-%eb%b6%80%eb%a5%b4%eb%8a%94-3%eb%8c%80-%ea%b5%ac%ec%a1%b0%ec%a0%81-%eb%ac%b8%ec%a0%9c-2/ #### 넓은부두사각지대_2 URL: https://saige.ai/%eb%84%93%ec%9d%80%eb%b6%80%eb%91%90%ec%82%ac%ea%b0%81%ec%a7%80%eb%8c%80_2/ #### 넓은부두사각지대_썸네일 URL: https://saige.ai/case-study/port-blind-spot-saige-safety-auto-ptz/%eb%84%93%ec%9d%80%eb%b6%80%eb%91%90%ec%82%ac%ea%b0%81%ec%a7%80%eb%8c%80_%ec%8d%b8%eb%84%a4%ec%9d%bc-2/ #### 넓은부두사각지대_썸네일 URL: https://saige.ai/case-study/port-blind-spot-saige-safety-auto-ptz/%eb%84%93%ec%9d%80%eb%b6%80%eb%91%90%ec%82%ac%ea%b0%81%ec%a7%80%eb%8c%80_%ec%8d%b8%eb%84%a4%ec%9d%bc-3/ #### 넓은부두사각지대_썸네일 URL: https://saige.ai/%eb%84%93%ec%9d%80%eb%b6%80%eb%91%90%ec%82%ac%ea%b0%81%ec%a7%80%eb%8c%80_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 누적 손실 → OEE 하락 → 수기 원인 파악 로봇 티칭 오류가 만드는 악순환 도식 URL: https://saige.ai/blog/robot-teaching-error-production-management/%eb%88%84%ec%a0%81-%ec%86%90%ec%8b%a4-%e2%86%92-oee-%ed%95%98%eb%9d%bd-%e2%86%92-%ec%88%98%ea%b8%b0-%ec%9b%90%ec%9d%b8-%ed%8c%8c%ec%95%85-%eb%a1%9c%eb%b4%87-%ed%8b%b0%ec%b9%ad-%ec%98%a4%eb%a5%98/ #### 뉴스레터-헤더-008 (2) URL: https://saige.ai/newsroom/kpcashow-2025%ec%97%90%ec%84%9c-%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a5%bc-%eb%a7%8c%eb%82%98%eb%b3%b4%ec%84%b8%ec%9a%94/%eb%89%b4%ec%8a%a4%eb%a0%88%ed%84%b0-%ed%97%a4%eb%8d%94-008-2/ #### 다양한 외부 환경(야간, 날씨 변화 등)에 강건하게 객체를 검출 URL: https://saige.ai/blog/cctv-fire-detection-system-guide/%eb%8b%a4%ec%96%91%ed%95%9c-%ec%99%b8%eb%b6%80-%ed%99%98%ea%b2%bd%ec%95%bc%ea%b0%84-%eb%82%a0%ec%94%a8-%eb%b3%80%ed%99%94-%eb%93%b1%ec%97%90-%ea%b0%95%ea%b1%b4%ed%95%98%ea%b2%8c-%ea%b0%9d%ec%b2%b4/ #### 다양한 화재 유형의 세이지 세이프티 학습 데이터 베이스 URL: https://saige.ai/blog/deeplearning-fire-detection-solution/%eb%8b%a4%ec%96%91%ed%95%9c-%ed%99%94%ec%9e%ac-%ec%9c%a0%ed%98%95%ec%9d%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ed%95%99%ec%8a%b5-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%b2%a0/ #### 대상 설비와 점검 주기, 체크리스트, 담당자, 예비품 항목으로 구성된 예방보전 계획서 양식 예시 URL: https://saige.ai/blog/preventive-maintenance-guide/%eb%8c%80%ec%83%81-%ec%84%a4%eb%b9%84%ec%99%80-%ec%a0%90%ea%b2%80-%ec%a3%bc%ea%b8%b0-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8-%eb%8b%b4%eb%8b%b9%ec%9e%90-%ec%98%88%eb%b9%84%ed%92%88-%ed%95%ad/ #### 데이터 라벨링 시장 현황 및 전망 (출처 미국 그랜드 뷰 리서치) URL: https://saige.ai/blog/ai-labeling-manufacturing/%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%9d%bc%eb%b2%a8%eb%a7%81-%ec%8b%9c%ec%9e%a5-%ed%98%84%ed%99%a9-%eb%b0%8f-%ec%a0%84%eb%a7%9d-%ec%b6%9c%ec%b2%98-%eb%af%b8%ea%b5%ad-%ea%b7%b8%eb%9e%9c%eb%93%9c-%eb%b7%b0/ #### 데이터 없는 현장의 사후 대응 악순환 도식 URL: https://saige.ai/blog/industrial-robot-cycle-time-oee/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%97%86%eb%8a%94-%ed%98%84%ec%9e%a5%ec%9d%98-%ec%82%ac%ed%9b%84-%eb%8c%80%ec%9d%91-%ec%95%85%ec%88%9c%ed%99%98-%eb%8f%84%ec%8b%9d/ #### 데이터 중앙집중을 통한 글로벌 생산 현장 자동화 구현, 세이지 세이프티, 세이지 빔스, 세이지 비전 URL: https://saige.ai/blog/ceo-interview-1/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a4%91%ec%95%99%ec%a7%91%ec%a4%91%ec%9d%84-%ed%86%b5%ed%95%9c-%ea%b8%80%eb%a1%9c%eb%b2%8c-%ec%83%9d%ec%82%b0-%ed%98%84%ec%9e%a5-%ec%9e%90%eb%8f%99%ed%99%94-%ea%b5%ac/ #### 데이터 중앙집중을 통한 글로벌 생산 현장 자동화 구현, 세이지 세이프티, 세이지 빔스, 세이지 비전 URL: https://saige.ai/blog/ai-news-manufacturing-2025/%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a4%91%ec%95%99%ec%a7%91%ec%a4%91%ec%9d%84-%ed%86%b5%ed%95%9c-%ea%b8%80%eb%a1%9c%eb%b2%8c-%ec%83%9d%ec%82%b0-%ed%98%84%ec%9e%a5-%ec%9e%90%eb%8f%99%ed%99%94-%ea%b5%ac-2/ #### 도입 규모에 따라 선택하는 SAIGE VISION 솔루션 라인업 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/%eb%8f%84%ec%9e%85-%ea%b7%9c%eb%aa%a8%ec%97%90-%eb%94%b0%eb%9d%bc-%ec%84%a0%ed%83%9d%ed%95%98%eb%8a%94-saige-vision-%ec%86%94%eb%a3%a8%ec%85%98-%eb%9d%bc%ec%9d%b8%ec%97%85/ #### 동작 분석(현장 담당자)과 SAIGE VIMS 7개 항목 비교표 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%8f%99%ec%9e%91-%eb%b6%84%ec%84%9d%ed%98%84%ec%9e%a5-%eb%8b%b4%eb%8b%b9%ec%9e%90%ea%b3%bc-saige-vims-7%ea%b0%9c-%ed%95%ad%eb%aa%a9-%eb%b9%84%ea%b5%90%ed%91%9c-3/ #### 동작 분석(현장 담당자)과 SAIGE VIMS 7개 항목 비교표 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%8f%99%ec%9e%91-%eb%b6%84%ec%84%9d%ed%98%84%ec%9e%a5-%eb%8b%b4%eb%8b%b9%ec%9e%90%ea%b3%bc-saige-vims-7%ea%b0%9c-%ed%95%ad%eb%aa%a9-%eb%b9%84%ea%b5%90%ed%91%9c/ #### 동작 분석(현장 담당자)과 SAIGE VIMS 7개 항목 비교표-2 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%8f%99%ec%9e%91-%eb%b6%84%ec%84%9d%ed%98%84%ec%9e%a5-%eb%8b%b4%eb%8b%b9%ec%9e%90%ea%b3%bc-saige-vims-7%ea%b0%9c-%ed%95%ad%eb%aa%a9-%eb%b9%84%ea%b5%90%ed%91%9c-2/ #### 동작 분석(현장 담당자)과 SAIGE VIMS 7개 항목 비교표-2 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%8f%99%ec%9e%91-%eb%b6%84%ec%84%9d%ed%98%84%ec%9e%a5-%eb%8b%b4%eb%8b%b9%ec%9e%90%ea%b3%bc-saige-vims-7%ea%b0%9c-%ed%95%ad%eb%aa%a9-%eb%b9%84%ea%b5%90%ed%91%9c-2-2/ #### 로봇 작업 현장 세이지 세이프티 도입 전후 비교 URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/%eb%a1%9c%eb%b4%87-%ec%9e%91%ec%97%85-%ed%98%84%ec%9e%a5-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%8f%84%ec%9e%85-%ec%a0%84%ed%9b%84-%eb%b9%84%ea%b5%90/ #### 로봇 작업 현장에서 안전펜스 개방 시 작업자 진입 위험을 보여주는 모습 URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/%eb%a1%9c%eb%b4%87-%ec%9e%91%ec%97%85-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%ec%95%88%ec%a0%84%ed%8e%9c%ec%8a%a4-%ea%b0%9c%eb%b0%a9-%ec%8b%9c-%ec%9e%91%ec%97%85%ec%9e%90-%ec%a7%84%ec%9e%85-%ec%9c%84/ #### 로봇 티칭 오류 3가지 유형 도식 URL: https://saige.ai/blog/robot-teaching-error-production-management/%eb%a1%9c%eb%b4%87-%ed%8b%b0%ec%b9%ad-%ec%98%a4%eb%a5%98-3%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95-%eb%8f%84%ec%8b%9d/ #### 리드타임-01 URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84-01/ #### 리드타임-02 URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84-02/ #### 리드타임-03 URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84-03/ #### 매일경제__AI 불량검사로 중소 제조업 도약 이끌것__20251223 URL: https://saige.ai/newsroom/ai-%eb%b6%88%eb%9f%89%ea%b2%80%ec%82%ac%eb%a1%9c-%ec%a4%91%ec%86%8c-%ec%a0%9c%ec%a1%b0%ec%97%85-%eb%8f%84%ec%95%bd-%ec%9d%b4%eb%81%8c%ea%b2%83/%eb%a7%a4%ec%9d%bc%ea%b2%bd%ec%a0%9c__ai-%eb%b6%88%eb%9f%89%ea%b2%80%ec%82%ac%eb%a1%9c-%ec%a4%91%ec%86%8c-%ec%a0%9c%ec%a1%b0%ec%97%85-%eb%8f%84%ec%95%bd-%ec%9d%b4%eb%81%8c%ea%b2%83__20251223/ #### 멀티모달 AI 시장 성장 전망 그래프 (출처 Grand View Research, 2024·2030 발표치 중간 연도 보간) URL: https://saige.ai/blog/multimodal-ai-industrial-safety/%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-ai-%ec%8b%9c%ec%9e%a5-%ec%84%b1%ec%9e%a5-%ec%a0%84%eb%a7%9d-%ea%b7%b8%eb%9e%98%ed%94%84-%ec%b6%9c%ec%b2%98-grand-view-research-2024%c2%b72030-%eb%b0%9c%ed%91%9c/ #### 멀티모달 AI 이전 객체 인식 AI의 한계 — 용접 불꽃을 화재로 오인하는 오탐 사례 URL: https://saige.ai/blog/multimodal-ai-industrial-safety/%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-ai-%ec%9d%b4%ec%a0%84-%ea%b0%9d%ec%b2%b4-%ec%9d%b8%ec%8b%9d-ai%ec%9d%98-%ed%95%9c%ea%b3%84-%ec%9a%a9%ec%a0%91-%eb%b6%88%ea%bd%83%ec%9d%84-%ed%99%94/ #### 멀티모달 AI로 산업 안전 관제가 '탐지'에서 '이해'로 진화하는 개념도 URL: https://saige.ai/blog/multimodal-ai-industrial-safety/%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-ai%eb%a1%9c-%ec%82%b0%ec%97%85-%ec%95%88%ec%a0%84-%ea%b4%80%ec%a0%9c%ea%b0%80-%ed%83%90%ec%a7%80%ec%97%90%ec%84%9c-%ec%9d%b4%ed%95%b4%eb%a1%9c-%ec%a7%84/ #### 멀티모달AI_썸네일 URL: https://saige.ai/blog/multimodal-ai-industrial-safety/%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%acai_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 무인 공장 야간 AI 안전 모니터링에서 발생하는 오탐 3가지 유형. 중장비를 쓰러짐으로 오인, 가로등을 화재로 오인, 유색 방진복을 안전모 미착용으로 오인하는 상황 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/%eb%ac%b4%ec%9d%b8-%ea%b3%b5%ec%9e%a5-%ec%95%bc%ea%b0%84-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%97%90%ec%84%9c-%eb%b0%9c%ec%83%9d%ed%95%98%eb%8a%94-%ec%98%a4%ed%83%90-3%ea%b0%80/ #### 물류 리드타임을 지연시키는 숨은 원인, 안전사고 URL: https://saige.ai/blog/ai-port-leadtime-management/%eb%ac%bc%eb%a5%98-%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84%ec%9d%84-%ec%a7%80%ec%97%b0%ec%8b%9c%ed%82%a4%eb%8a%94-%ec%88%a8%ec%9d%80-%ec%9b%90%ec%9d%b8-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0/ #### 물류 리드타임을 지연시키는 숨은 원인, 안전사고 URL: https://saige.ai/blog/ai-port-leadtime-management/%eb%ac%bc%eb%a5%98-%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84%ec%9d%84-%ec%a7%80%ec%97%b0%ec%8b%9c%ed%82%a4%eb%8a%94-%ec%88%a8%ec%9d%80-%ec%9b%90%ec%9d%b8-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-2/ #### 물류 리드타임을 지연시키는 항만 지체 현상 원인은 URL: https://saige.ai/blog/ai-port-leadtime-management/%eb%ac%bc%eb%a5%98-%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%84%ec%9d%84-%ec%a7%80%ec%97%b0%ec%8b%9c%ed%82%a4%eb%8a%94-%ed%95%ad%eb%a7%8c-%ec%a7%80%ec%b2%b4-%ed%98%84%ec%83%81-%ec%9b%90%ec%9d%b8%ec%9d%80/ #### 물류 리드타입을 줄이기 위한 AI CCTV URL: https://saige.ai/blog/ai-port-leadtime-management/%eb%ac%bc%eb%a5%98-%eb%a6%ac%eb%93%9c%ed%83%80%ec%9e%85%ec%9d%84-%ec%a4%84%ec%9d%b4%ea%b8%b0-%ec%9c%84%ed%95%9c-ai-cctv/ #### 물류창고 바뀌는 환경에도 딥러닝 학습 없이 적응 URL: https://saige.ai/blog/logistics-warehouse-fire/%eb%ac%bc%eb%a5%98%ec%b0%bd%ea%b3%a0-%eb%b0%94%eb%80%8c%eb%8a%94-%ed%99%98%ea%b2%bd%ec%97%90%eb%8f%84-%eb%94%a5%eb%9f%ac%eb%8b%9d-%ed%95%99%ec%8a%b5-%ec%97%86%ec%9d%b4-%ec%a0%81%ec%9d%91/ #### 물류창고 화재를 24시간 모니터링하는 지능형 CCTV 솔루션 URL: https://saige.ai/blog/logistics-warehouse-fire/%eb%ac%bc%eb%a5%98%ec%b0%bd%ea%b3%a0-%ed%99%94%ec%9e%ac%eb%a5%bc-24%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ed%95%98%eb%8a%94-%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%ec%86%94%eb%a3%a8/ #### 물류창고 화재발생 주요 원인 URL: https://saige.ai/blog/logistics-warehouse-fire/%eb%ac%bc%eb%a5%98%ec%b0%bd%ea%b3%a0-%ed%99%94%ec%9e%ac%eb%b0%9c%ec%83%9d-%ec%a3%bc%ec%9a%94-%ec%9b%90%ec%9d%b8/ #### 물류창고 화재의 구조적 원인 4가지 출처 freepik URL: https://saige.ai/blog/logistics-warehouse-fire/%eb%ac%bc%eb%a5%98%ec%b0%bd%ea%b3%a0-%ed%99%94%ec%9e%ac%ec%9d%98-%ea%b5%ac%ec%a1%b0%ec%a0%81-%ec%9b%90%ec%9d%b8-4%ea%b0%80%ec%a7%80-%ec%b6%9c%ec%b2%98-freepik/ #### 미세 정지 제조 현장 수익성을 갉아먹는 침묵의 생산성 손실 URL: https://saige.ai/blog/takt-time-oee-management-guide/%eb%af%b8%ec%84%b8-%ec%a0%95%ec%a7%80-%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5-%ec%88%98%ec%9d%b5%ec%84%b1%ec%9d%84-%ea%b0%89%ec%95%84%eb%a8%b9%eb%8a%94-%ec%b9%a8%eb%ac%b5%ec%9d%98-%ec%83%9d%ec%82%b0/ #### 배터리 품질관리에 실패한 이유 3가지, 세이지 URL: https://saige.ai/blog/2nd-battery-monitoring/%eb%b0%b0%ed%84%b0%eb%a6%ac-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac%ec%97%90-%ec%8b%a4%ed%8c%a8%ed%95%9c-%ec%9d%b4%ec%9c%a0-3%ea%b0%80%ec%a7%80-%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 보이지 않는 다양한 용접 결함의 종류 URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%eb%b3%b4%ec%9d%b4%ec%a7%80-%ec%95%8a%eb%8a%94-%eb%8b%a4%ec%96%91%ed%95%9c-%ec%9a%a9%ec%a0%91-%ea%b2%b0%ed%95%a8%ec%9d%98-%ec%a2%85%eb%a5%98/ #### 부산 리조트 화재 현장 (출처 부산소방본부) URL: https://saige.ai/blog/resort-fire-ai/%eb%b6%80%ec%82%b0-%eb%a6%ac%ec%a1%b0%ed%8a%b8-%ed%99%94%ec%9e%ac-%ed%98%84%ec%9e%a5-%ec%b6%9c%ec%b2%98-%eb%b6%80%ec%82%b0%ec%86%8c%eb%b0%a9%eb%b3%b8%eb%b6%80/ #### 부산 리조트 화재부터 화성 공장까지… 잇따른 건설현장 화재 원인은 URL: https://saige.ai/blog/resort-fire-ai/%eb%b6%80%ec%82%b0-%eb%a6%ac%ec%a1%b0%ed%8a%b8-%ed%99%94%ec%9e%ac%eb%b6%80%ed%84%b0-%ed%99%94%ec%84%b1-%ea%b3%b5%ec%9e%a5%ea%b9%8c%ec%a7%80-%ec%9e%87%eb%94%b0%eb%a5%b8-%ea%b1%b4%ec%84%a4/ #### 부천 병원 주차장 끼임사고 사고지점 인포그래픽화 URL: https://saige.ai/blog/bucheon-parking-accident-safety-prevention/%eb%b6%80%ec%b2%9c-%eb%b3%91%ec%9b%90-%ec%a3%bc%ec%b0%a8%ec%9e%a5-%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0-%ec%82%ac%ea%b3%a0%ec%a7%80%ec%a0%90-%ec%9d%b8%ed%8f%ac%ea%b7%b8%eb%9e%98%ed%94%bd%ed%99%94/ #### 부천 병원 주차장 끼임사고 사고지점 인포그래픽화 URL: https://saige.ai/%eb%b6%80%ec%b2%9c-%eb%b3%91%ec%9b%90-%ec%a3%bc%ec%b0%a8%ec%9e%a5-%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0-%ec%82%ac%ea%b3%a0%ec%a7%80%ec%a0%90-%ec%9d%b8%ed%8f%ac%ea%b7%b8%eb%9e%98%ed%94%bd%ed%99%94-2/ #### 북적이는 AW 2026 세이지 부스 오픈 세미나 현장 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/%eb%b6%81%ec%a0%81%ec%9d%b4%eb%8a%94-aw-2026-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b6%80%ec%8a%a4-%ec%98%a4%ed%94%88-%ec%84%b8%eb%af%b8%eb%82%98-%ed%98%84%ec%9e%a5/ #### 불량률을 낮추는 PCB 품질관리 기법 URL: https://saige.ai/blog/pcb-quality-ai-inspection/%eb%b6%88%eb%9f%89%eb%a5%a0%ec%9d%84-%eb%82%ae%ec%b6%94%eb%8a%94-pcb-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac-%ea%b8%b0%eb%b2%95/ #### 블로그 본문용 URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9/ #### 블로그 본문용 URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-5/ #### 블로그 본문용 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-4/ #### 블로그 본문용 URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-6/ #### 블로그 본문용 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-7/ #### 블로그 본문용 (1) URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-1/ #### 블로그 본문용 (1) URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-1-2/ #### 블로그 본문용 (1) URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-1-3/ #### 블로그 본문용 (1) URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-1-4/ #### 블로그 본문용 (1) URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-1-5/ #### 블로그 본문용 (2) URL: https://saige.ai/blog/shipyard-safety-government-support-2026/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-2/ #### 블로그 본문용 (2) URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-2-2/ #### 블로그 본문용 (2) URL: https://saige.ai/blog/lead-time-reduction-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-2-3/ #### 블로그 본문용 (3) URL: https://saige.ai/blog/ai-cctv-control-system-guide/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-3/ #### 블로그 본문용 (4) URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9-4-2/ #### 블로그 본문용2 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a92/ #### 블로그 본문용3 URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a93/ #### 블로그 본문용ㅇㅇ URL: https://saige.ai/blog/saige-aw2026-smart-factory-review/%eb%b8%94%eb%a1%9c%ea%b7%b8-%eb%b3%b8%eb%ac%b8%ec%9a%a9%e3%85%87%e3%85%87/ #### 비전언어모델(VLM) 도입 ROI를 '절감 − 투자 = ROI' 공식으로 정리한 계산 도식 URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/%eb%b9%84%ec%a0%84%ec%96%b8%ec%96%b4%eb%aa%a8%eb%8d%b8vlm-%eb%8f%84%ec%9e%85-roi%eb%a5%bc-%ec%a0%88%ea%b0%90-%e2%88%92-%ed%88%ac%ec%9e%90-roi-%ea%b3%b5%ec%8b%9d%ec%9c%bc%eb%a1%9c-%ec%a0%95/ #### 비전언어모델(VLM) 도입 ROI를 '절감 − 투자 = ROI' 공식으로 정리한 계산 도식 URL: https://saige.ai/blog/false-alarm-cost-vlm-roi/%eb%b9%84%ec%a0%84%ec%96%b8%ec%96%b4%eb%aa%a8%eb%8d%b8vlm-%eb%8f%84%ec%9e%85-roi%eb%a5%bc-%ec%a0%88%ea%b0%90-%e2%88%92-%ed%88%ac%ec%9e%90-roi-%ea%b3%b5%ec%8b%9d%ec%9c%bc%eb%a1%9c-%ec%a0%95-2/ #### 산불 진화하는 소방헬리콥터 URL: https://saige.ai/blog/gyeongju-wildfire-ai-fire-prevention/%ec%82%b0%eb%b6%88-%ec%a7%84%ed%99%94%ed%95%98%eb%8a%94-%ec%86%8c%eb%b0%a9%ed%97%ac%eb%a6%ac%ec%bd%a5%ed%84%b0/ #### 산업 재해 사고 사례 (50) 숫자로 보는 산업 재해 사고 사례와 예방 전략 #### 산업 현장 안전을 확보하는 지능형 모니터링 시스템 세이지 세이프티 URL: https://saige.ai/blog/manufacturing-safety-risks-rainy-season/%ec%82%b0%ec%97%85-%ed%98%84%ec%9e%a5-%ec%95%88%ec%a0%84%ec%9d%84-%ed%99%95%eb%b3%b4%ed%95%98%eb%8a%94-%ec%a7%80%eb%8a%a5%ed%98%95-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c/ #### 산업 현장에 설치된 기존 CCTV, 녹화만 가능하고 실시간 위험 감지는 불가능 URL: https://saige.ai/blog/smart-safety-technology-guide-2025/%ec%82%b0%ec%97%85-%ed%98%84%ec%9e%a5%ec%97%90-%ec%84%a4%ec%b9%98%eb%90%9c-%ea%b8%b0%ec%a1%b4-cctv-%eb%85%b9%ed%99%94%eb%a7%8c-%ea%b0%80%eb%8a%a5%ed%95%98%ea%b3%a0-%ec%8b%a4%ec%8b%9c%ea%b0%84/ #### 산업용 로봇 사이클 0.1초 지연 누적 손실 계산 도식 URL: https://saige.ai/blog/industrial-robot-cycle-time-oee/%ec%82%b0%ec%97%85%ec%9a%a9-%eb%a1%9c%eb%b4%87-%ec%82%ac%ec%9d%b4%ed%81%b4-0-1%ec%b4%88-%ec%a7%80%ec%97%b0-%eb%88%84%ec%a0%81-%ec%86%90%ec%8b%a4-%ea%b3%84%ec%82%b0-%eb%8f%84%ec%8b%9d/ #### 산업용 로봇 사이클 타임 vs 택트 타임 비교 + OEE 구성 도식 URL: https://saige.ai/blog/industrial-robot-cycle-time-oee/%ec%82%b0%ec%97%85%ec%9a%a9-%eb%a1%9c%eb%b4%87-%ec%82%ac%ec%9d%b4%ed%81%b4-%ed%83%80%ec%9e%84-vs-%ed%83%9d%ed%8a%b8-%ed%83%80%ec%9e%84-%eb%b9%84%ea%b5%90-oee-%ea%b5%ac%ec%84%b1-%eb%8f%84%ec%8b%9d/ #### 산업용 로봇 작업 현장에서 AI 안전 모니터링 시스템이 작업자와 로봇 간 충돌위험을 실시간 감지하는 모습 URL: https://saige.ai/blog/industrial-robot-accident-ai-prevention/%ec%82%b0%ec%97%85%ec%9a%a9-%eb%a1%9c%eb%b4%87-%ec%9e%91%ec%97%85-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4/ #### 산업재해 예방을 위한 안전보건관리체계 구축 우수사례집 (출처 고용노동부) URL: https://saige.ai/blog/industrial-safety-committee-ai-management/%ec%82%b0%ec%97%85%ec%9e%ac%ed%95%b4-%ec%98%88%eb%b0%a9%ec%9d%84-%ec%9c%84%ed%95%9c-%ec%95%88%ec%a0%84%eb%b3%b4%ea%b1%b4%ea%b4%80%eb%a6%ac%ec%b2%b4%ea%b3%84-%ea%b5%ac%ec%b6%95-%ec%9a%b0%ec%88%98/ #### 산업현장에서 AI CCTV가 작업자 위험 행동을 실시간으로 감지하는 모니터링 화면 URL: https://saige.ai/blog/ai-cctv-recommendation-industrial-safety-guide/%ec%82%b0%ec%97%85%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-ai-cctv%ea%b0%80-%ec%9e%91%ec%97%85%ec%9e%90-%ec%9c%84%ed%97%98-%ed%96%89%eb%8f%99%ec%9d%84-%ec%8b%a4%ec%8b%9c%ea%b0%84%ec%9c%bc%eb%a1%9c/ #### 생산 손실 원인 분석의 출발점은 데이터입니다. 데이터가 없으면 원인도 없습니다. URL: https://saige.ai/blog/production-loss-root-cause-analysis-ai-video/%ec%83%9d%ec%82%b0-%ec%86%90%ec%8b%a4-%ec%9b%90%ec%9d%b8-%eb%b6%84%ec%84%9d%ec%9d%98-%ec%b6%9c%eb%b0%9c%ec%a0%90%ec%9d%80-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%9e%85%eb%8b%88%eb%8b%a4-%eb%8d%b0%ec%9d%b4/ #### 생산자동화설비-1 URL: https://saige.ai/blog/production-automation-aging-equipment/%ec%83%9d%ec%82%b0%ec%9e%90%eb%8f%99%ed%99%94%ec%84%a4%eb%b9%84-1/ #### 생산자동화설비-2 URL: https://saige.ai/blog/production-automation-aging-equipment/%ec%83%9d%ec%82%b0%ec%9e%90%eb%8f%99%ed%99%94%ec%84%a4%eb%b9%84-2/ #### 서버 의존형 AI의 네트워크·전송비·보안 3중 부담을 엣지 AI가 해결하는 구조 개념도 URL: https://saige.ai/blog/mobile-cctv-edge-ai-safety/%ec%84%9c%eb%b2%84-%ec%9d%98%ec%a1%b4%ed%98%95-ai%ec%9d%98-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac%c2%b7%ec%a0%84%ec%86%a1%eb%b9%84%c2%b7%eb%b3%b4%ec%95%88-3%ec%a4%91-%eb%b6%80%eb%8b%b4%ec%9d%84/ #### 서울 중심가의 빌딩들 URL: https://saige.ai/blog/ai-korea-technology-industry-application/%ec%84%9c%ec%9a%b8-%ec%a4%91%ec%8b%ac%ea%b0%80%ec%9d%98-%eb%b9%8c%eb%94%a9%eb%93%a4/ #### 설비 보전 4단계 진화 비교 URL: https://saige.ai/blog/predictive-maintenance-ai-saige-vims-guide/%ec%84%a4%eb%b9%84-%eb%b3%b4%ec%a0%84-4%eb%8b%a8%ea%b3%84-%ec%a7%84%ed%99%94-%eb%b9%84%ea%b5%90/ #### 설비 보전 방식의 진화 단계. 사후보전, 예방보전, 예지보전을 거쳐 AI 영상 분석으로 발전하는 흐름 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%84%a4%eb%b9%84-%eb%b3%b4%ec%a0%84-%eb%b0%a9%ec%8b%9d%ec%9d%98-%ec%a7%84%ed%99%94-%eb%8b%a8%ea%b3%84-%ec%82%ac%ed%9b%84%eb%b3%b4%ec%a0%84-%ec%98%88%eb%b0%a9%eb%b3%b4%ec%a0%84-%ec%98%88%ec%a7%80/ #### 설비 이상 징후 변화 추세 URL: https://saige.ai/blog/production-loss-root-cause-analysis-ai-video/%ec%84%a4%eb%b9%84-%ec%9d%b4%ec%83%81-%ec%a7%95%ed%9b%84-%eb%b3%80%ed%99%94-%ec%b6%94%ec%84%b8/ #### 설비가동율_01 URL: https://saige.ai/blog/equipment-utilization-oee-improvement/%ec%84%a4%eb%b9%84%ea%b0%80%eb%8f%99%ec%9c%a8_01/ #### 설비가동율_썸네일 URL: https://saige.ai/blog/equipment-utilization-oee-improvement/%ec%84%a4%eb%b9%84%ea%b0%80%eb%8f%99%ec%9c%a8_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 설비종합효율개선-1 URL: https://saige.ai/blog/oee-performance-loss-improvement/%ec%84%a4%eb%b9%84%ec%a2%85%ed%95%a9%ed%9a%a8%ec%9c%a8%ea%b0%9c%ec%84%a0-1/ #### 설비종합효율개선-3 URL: https://saige.ai/blog/oee-performance-loss-improvement/%ec%84%a4%eb%b9%84%ec%a2%85%ed%95%a9%ed%9a%a8%ec%9c%a8%ea%b0%9c%ec%84%a0-3/ #### 세계 최대 자동화 항만 URL: https://saige.ai/blog/smart-port/%ec%84%b8%ea%b3%84-%ec%b5%9c%eb%8c%80-%ec%9e%90%eb%8f%99%ed%99%94-%ed%95%ad%eb%a7%8c/ #### 세이지 3가지 제품, 세이지 비전, 세이지 빔스, 세이지 세이프티 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/%ec%84%b8%ec%9d%b4%ec%a7%80-3%ea%b0%80%ec%a7%80-%ec%a0%9c%ed%92%88-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 세이지 AI 회사의 인력 구성 비교 차트. 일반 AI 회사 대비 월등히 높은 R&D 인력 비중 URL: https://saige.ai/blog/manufacturing-ai-company-saige-solutions-2/%ec%84%b8%ec%9d%b4%ec%a7%80-ai-%ed%9a%8c%ec%82%ac%ec%9d%98-%ec%9d%b8%eb%a0%a5-%ea%b5%ac%ec%84%b1-%eb%b9%84%ea%b5%90-%ec%b0%a8%ed%8a%b8-%ec%9d%bc%eb%b0%98-ai-%ed%9a%8c%ec%82%ac-%eb%8c%80%eb%b9%84/ #### 세이지 AW2026 참가 URL: https://saige.ai/blog/aw2026-saige-smart-manufacturing/%ec%84%b8%ec%9d%b4%ec%a7%80-aw2026-%ec%b0%b8%ea%b0%80/ #### 세이지 김승현 모니터링 사업본부 본부장, 세이지 세이프티, 세이지 빔스 URL: https://saige.ai/blog/cief-product-owner-interview-1-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%ea%b9%80%ec%8a%b9%ed%98%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%82%ac%ec%97%85%eb%b3%b8%eb%b6%80-%eb%b3%b8%eb%b6%80%ec%9e%a5-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8/ #### 세이지 김승현 본부장, 세이지 세이프티, 세이지 빔스 URL: https://saige.ai/blog/cief-product-owner-interview-1-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%ea%b9%80%ec%8a%b9%ed%98%84-%eb%b3%b8%eb%b6%80%ec%9e%a5-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4/ #### 세이지 비전 OCR의 작동 방식 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84-ocr%ec%9d%98-%ec%9e%91%eb%8f%99-%eb%b0%a9%ec%8b%9d/ #### 세이지 비전, Vision Systems Design ‘2025 Innovators Awards’ 수상_사진자료2 URL: https://saige.ai/newsroom/saige-vision-wins-vision-systems-design-award/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84-vision-systems-design-2025-innovators-awards-%ec%88%98%ec%83%81_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2/ #### 세이지 비전의 배터리 제조 공정 적용 현황을 보여주는 인포그래픽. 전극 공정부터 모듈 및 팩 공정까지 AI 검사 적용 사례와 800개 이상의 라이선스 판매 실적 표시 URL: https://saige.ai/blog/manufacturing-ai-company-saige-solutions-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84%ec%9d%98-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%a0%95-%ec%a0%81%ec%9a%a9-%ed%98%84%ed%99%a9%ec%9d%84-%eb%b3%b4%ec%97%ac%ec%a3%bc/ #### 세이지 빔스 AI 모니터링 시스템이 배터리 제조 라인에서 키 프레임을 추출해 탭 외관 불량과 정렬 이상을 자동 검사하는 화면 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ec%a0%9c%ec%a1%b0-%eb%9d%bc%ec%9d%b8%ec%97%90/ #### 세이지 빔스 AI 모니터링 시스템이 자동차 부품 제조 로봇의 사이클 타임을 분석해 동작 정밀도 저하를 실시간 감지하는 화면 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ec%9e%90%eb%8f%99%ec%b0%a8-%eb%b6%80%ed%92%88-%ec%a0%9c%ec%a1%b0-%eb%a1%9c/ #### 세이지 빔스 AI 모니터링이 제조 공정의 반복 정밀도를 분석해 이상 동작을 감지하는 프로세스 인포그래픽 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%b4-%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%a0%95%ec%9d%98-%eb%b0%98%eb%b3%b5-%ec%a0%95%eb%b0%80%eb%8f%84%eb%a5%bc/ #### 세이지 빔스 배터리 품질관리 단계에서 미세 오류 포착 URL: https://saige.ai/blog/2nd-battery-monitoring/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac-%eb%8b%a8%ea%b3%84%ec%97%90%ec%84%9c-%eb%af%b8%ec%84%b8-%ec%98%a4%eb%a5%98-%ed%8f%ac/ #### 세이지 빔스 배터리 품질관리 모니터링 URL: https://saige.ai/blog/2nd-battery-monitoring/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81/ #### 세이지 빔스 배터리 품질관리를 위한 카메라 각도 자동 조정, 자동 ROI 보정 기술 URL: https://saige.ai/blog/2nd-battery-monitoring/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ed%92%88%ec%a7%88%ea%b4%80%eb%a6%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%b9%b4%eb%a9%94%eb%9d%bc-%ea%b0%81%eb%8f%84-%ec%9e%90/ #### 세이지 빔스 실제 작동 구현 화면 URL: https://saige.ai/blog/pharma-process-ai/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%ec%8b%a4%ec%a0%9c-%ec%9e%91%eb%8f%99-%ea%b5%ac%ed%98%84-%ed%99%94%eb%a9%b4/ #### 세이지 빔스, 제조업 AI를 활용한 현장 공정 모니터링 시스템 URL: https://saige.ai/blog/cief-product-owner-interview-1-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%9c-%ed%98%84%ec%9e%a5-%ea%b3%b5%ec%a0%95-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c/ #### 세이지 빔스가 감지하는 사이클 이상 유형 URL: https://saige.ai/blog/smart-factory-5-level-checklist/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4%ea%b0%80-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%82%ac%ec%9d%b4%ed%81%b4-%ec%9d%b4%ec%83%81-%ec%9c%a0%ed%98%95-2/ #### 세이지 빔스가 감지하는 사이클 이상 유형 URL: https://saige.ai/blog/cycle-time-production-loss/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4%ea%b0%80-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%82%ac%ec%9d%b4%ed%81%b4-%ec%9d%b4%ec%83%81-%ec%9c%a0%ed%98%95/ #### 세이지 빔스가 공정을 모니터링하는 방식 & 대시보드 URL: https://saige.ai/blog/quality-engineer-2026-skills/%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4%ea%b0%80-%ea%b3%b5%ec%a0%95%ec%9d%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ed%95%98%eb%8a%94-%eb%b0%a9%ec%8b%9d-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c/ #### 세이지 세이프티 AI 기반 주차장 안전 모니터링 시스템이 쓰러짐을 실시간 감지하는 화면 URL: https://saige.ai/blog/bucheon-parking-accident-safety-prevention/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ea%b8%b0%eb%b0%98-%ec%a3%bc%ec%b0%a8%ec%9e%a5-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c/ #### 세이지 세이프티 AI 기반 통합 관제 시스템 대시보드에서 수십 대의 CCTV를 한 화면으로 실시간 관제하는 모습 URL: https://saige.ai/blog/ai-integrated-control-system-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ea%b8%b0%eb%b0%98-%ed%86%b5%ed%95%a9-%ea%b4%80%ec%a0%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c%ec%97%90/ #### 세이지 세이프티 AI 기반 통합 관제 시스템이 다양한 현장 데이터를 학습해 맞춤형 위험 감지를 수행하는 화면 URL: https://saige.ai/blog/ai-integrated-control-system-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ea%b8%b0%eb%b0%98-%ed%86%b5%ed%95%a9-%ea%b4%80%ec%a0%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%eb%8b%a4%ec%96%91%ed%95%9c-%ed%98%84/ #### 세이지 세이프티 AI 기반 통합 관제 시스템이 다양한 현장 데이터를 학습해 맞춤형 위험 감지를 수행하는 화면 URL: https://saige.ai/blog/ai-integrated-control-system-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ea%b8%b0%eb%b0%98-%ed%86%b5%ed%95%a9-%ea%b4%80%ec%a0%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%eb%8b%a4%ec%96%91%ed%95%9c-2/ #### 세이지 세이프티 AI 모니터링 대시보드에서 위험 이벤트 감지 시 팝업 경고 알림이 실시간으로 표시되는 화면 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c%ec%97%90%ec%84%9c-%ec%9c%84%ed%97%98-%ec%9d%b4%eb%b2%a4/ #### 세이지 세이프티 AI 모니터링 대시보드에서 위험 이벤트 감지 시 팝업 경고 알림이 실시간으로 표시되는 화면 URL: https://saige.ai/blog/major-disaster-scope-sentencing-guidelines-2026/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8c%80%ec%8b%9c%eb%b3%b4%eb%93%9c%ec%97%90%ec%84%9c-%ec%9c%84%ed%97%98-%ec%9d%b4%eb%b2%a4-2/ #### 세이지 세이프티 AI 모니터링이 감지 가능한 이벤트 종류 인포그래픽 - 화재, 연기, 안전모 미착용, 쓰러짐, 중장비 협착, 침입 감지 URL: https://saige.ai/blog/ai-monitoring-industrial-safety-quality/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%b4-%ea%b0%90%ec%a7%80-%ea%b0%80%eb%8a%a5%ed%95%9c-%ec%9d%b4%eb%b2%a4%ed%8a%b8-%ec%a2%85/ #### 세이지 세이프티 AI 시스템이 로봇 위험구역 침입과 작업자 쓰러짐을 실시간으로 감지하는 모니터링 화면 URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%eb%a1%9c%eb%b4%87-%ec%9c%84%ed%97%98%ea%b5%ac%ec%97%ad-%ec%b9%a8%ec%9e%85%ea%b3%bc-%ec%9e%91/ #### 세이지 세이프티 AI 안전 모니터링 솔루션 URL: https://saige.ai/blog/manufacturing-near-miss-accident-ai-prevention/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8%ec%85%98-2/ #### 세이지 세이프티 AI 안전 모니터링 솔루션 URL: https://saige.ai/blog/harbor-safety-act-ai-safety-management/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8%ec%85%98/ #### 세이지 세이프티 AI 안전 모니터링 솔루션 - 화재 연기 실시간 감지 화면 URL: https://saige.ai/blog/serious-accident-law-small-business-safety/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8%ec%85%98-%ed%99%94%ec%9e%ac-%ec%97%b0%ea%b8%b0/ #### 세이지 세이프티 AI 안전 모니터링 솔루션 구성도 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8%ec%85%98-%ea%b5%ac%ec%84%b1%eb%8f%84/ #### 세이지 세이프티 AI 화재 감지 시스템이 CCTV로 산불 연기를 실시간 감지하는 모습 URL: https://saige.ai/blog/gyeongju-wildfire-ai-fire-prevention/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-ai-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-cctv%eb%a1%9c-%ec%82%b0%eb%b6%88-%ec%97%b0%ea%b8%b0/ #### 세이지 세이프티 KISA 인증 추가 획득 URL: https://saige.ai/newsroom/saige-receives-additional-kisa-intelligent-cctv-performance-test-certification/kisa-%ec%9d%b8%ec%a6%9d-%ec%b6%94%ea%b0%80-%ed%9a%8d%eb%93%9d/ #### 세이지 세이프티 감지 기능 이벤트 URL: https://saige.ai/blog/safety-management-plan-manual-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b0%90%ec%a7%80-%ea%b8%b0%eb%8a%a5-%ec%9d%b4%eb%b2%a4%ed%8a%b8-3/ #### 세이지 세이프티 감지 기능 이벤트 URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b0%90%ec%a7%80-%ea%b8%b0%eb%8a%a5-%ec%9d%b4%eb%b2%a4%ed%8a%b8-4/ #### 세이지 세이프티 감지 기능 이벤트 URL: https://saige.ai/blog/construction-safety-management-guideline-ai/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b0%90%ec%a7%80-%ea%b8%b0%eb%8a%a5-%ec%9d%b4%eb%b2%a4%ed%8a%b8/ #### 세이지 세이프티 감지 기능 이벤트 URL: https://saige.ai/blog/construction-safety-management-guideline-ai/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b0%90%ec%a7%80-%ea%b8%b0%eb%8a%a5-%ec%9d%b4%eb%b2%a4%ed%8a%b8-2/ #### 세이지 세이프티 감지 기능 이벤트 URL: https://saige.ai/blog/ai-cctv-control-system-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b0%90%ec%a7%80-%ea%b8%b0%eb%8a%a5-%ec%9d%b4%eb%b2%a4%ed%8a%b8-5/ #### 세이지 세이프티 고객사 로고 URL: https://saige.ai/blog/smart-safety-equipment-support-program-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b3%a0%ea%b0%9d%ec%82%ac-%eb%a1%9c%ea%b3%a0/ #### 세이지 세이프티 고객사 로고 URL: https://saige.ai/blog/smart-construction-challenge/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b3%a0%ea%b0%9d%ec%82%ac-%eb%a1%9c%ea%b3%a0-2/ #### 세이지 세이프티 고객사 로고 URL: https://saige.ai/blog/safe-workplace-support-application-mistakes/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ea%b3%a0%ea%b0%9d%ec%82%ac-%eb%a1%9c%ea%b3%a0-3/ #### 세이지 세이프티 안전 모니터링 화면, 건설 현장 위험 상황 실시간 감지 URL: https://saige.ai/blog/cief-product-owner-interview-1-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ed%99%94%eb%a9%b4-%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5-%ec%9c%84%ed%97%98/ #### 세이지 세이프티 연기 감지 화면 URL: https://saige.ai/blog/ai-fire-monitoring-accuracy-improvement/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%97%b0%ea%b8%b0-%ea%b0%90%ec%a7%80-%ed%99%94%eb%a9%b4/ #### 세이지 세이프티 오검출 필터링 기능 URL: https://saige.ai/blog/harbor-safety-act-ai-safety-management/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%98%a4%ea%b2%80%ec%b6%9c-%ed%95%84%ed%84%b0%eb%a7%81-%ea%b8%b0%eb%8a%a5/ #### 세이지 세이프티, 화재 전문 지능형 화재 감지 시스템 URL: https://saige.ai/blog/cctv-intelligent-fire-detection-system/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ed%99%94%ec%9e%ac-%ec%a0%84%eb%ac%b8-%ec%a7%80%eb%8a%a5%ed%98%95-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c/ #### 세이지 세이프티, 화재 전문 지능형 화재 감지 시스템 URL: https://saige.ai/blog/cctv-fire-detection-system-guide-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ed%99%94%ec%9e%ac-%ec%a0%84%eb%ac%b8-%ec%a7%80%eb%8a%a5%ed%98%95-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c-2/ #### 세이지 세이프티가 실제 산업 현장에서 불꽃과 연기를 실시간 감지하는 모니터링 화면 URL: https://saige.ai/blog/deeplearning-fire-detection-solution/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ea%b0%80-%ec%8b%a4%ec%a0%9c-%ec%82%b0%ec%97%85-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%eb%b6%88%ea%bd%83%ea%b3%bc-%ec%97%b0%ea%b8%b0/ #### 세이지 세이프티의 VLM 활용 케이스 URL: https://saige.ai/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-vlm-%ed%99%9c%ec%9a%a9-%ec%bc%80%ec%9d%b4%ec%8a%a4/ #### 세이지 세이프티의 VLM 활용 케이스 URL: https://saige.ai/blog/ai-video-surveillance-prevention-2/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-vlm-%ed%99%9c%ec%9a%a9-%ec%bc%80%ec%9d%b4%ec%8a%a4-2/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/factory-accident-prevention-manufacturing-safety/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-3/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/%ec%bb%a8%eb%b2%a0%ec%9d%b4%ec%96%b4-%eb%b2%a8%ed%8a%b8-%ec%82%ac%ea%b3%a0-%eb%b0%98%eb%b3%b5%eb%90%98%eb%8a%94-%ea%b5%ad%eb%82%b4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a1%9c-%ec%98%88%eb%b0%a9%ed%95%98/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-4/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-5/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-8/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/industrial-robot-accident-ai-prevention/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-9/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-6/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-7/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/manufacturing-pinch-accidents-ai-prevention/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98/ #### 세이지 세이프티의 지능형 공간인식 기술 기반 위험 구역 접근 관제 기능 URL: https://saige.ai/blog/manufacturing-entrapment-accident-prevention-solution/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0%ec%9d%98-%ec%a7%80%eb%8a%a5%ed%98%95-%ea%b3%b5%ea%b0%84%ec%9d%b8%ec%8b%9d-%ea%b8%b0%ec%88%a0-%ea%b8%b0%eb%b0%98-%ec%9c%84%ed%97%98-2/ #### 세이지 스마트 팩토리 핵심 기술 3단계 로드맵 형식 이미지화 URL: https://saige.ai/blog/smart-factory-dx-ax-core-technology/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ed%8c%a9%ed%86%a0%eb%a6%ac-%ed%95%b5%ec%8b%ac-%ea%b8%b0%ec%88%a0-3%eb%8b%a8%ea%b3%84-%eb%a1%9c%eb%93%9c%eb%a7%b5-%ed%98%95%ec%8b%9d-%ec%9d%b4/ #### 세이지 제약공정 관리 OCR 예시 URL: https://saige.ai/blog/pharma-process-ai/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%9c%ec%95%bd%ea%b3%b5%ec%a0%95-%ea%b4%80%eb%a6%ac-ocr-%ec%98%88%ec%8b%9c/ #### 세이지 홍영석 URL: https://saige.ai/newsroom/y30s-rising-ai-leaders-%ed%99%8d%ec%98%81%ec%84%9d38-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%8c%80%ed%91%9c/400595_31314_4419/ #### 세이지 홍영석 대표, 세이지 세이프티, 세이지 빔스, 세이지 비전 URL: https://saige.ai/blog/ceo-interview-1/%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4-%ec%84%b8/ #### 세이지 홍영석 대표가 말하는 제조업 AI의 본질 URL: https://saige.ai/blog/ceo-interview-1/%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c%ea%b0%80-%eb%a7%90%ed%95%98%eb%8a%94-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%ec%9d%98-%eb%b3%b8%ec%a7%88/ #### 세이지 홍영석 대표가 말하는 제조업 AI의 본질 URL: https://saige.ai/blog/ceo-interview-1/%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c%ea%b0%80-%eb%a7%90%ed%95%98%eb%8a%94-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%ec%9d%98-%eb%b3%b8%ec%a7%88-2/ #### 세이지 홍영석 대표가 말하는 제조업 AI의 본질 URL: https://saige.ai/blog/accident-act-response-manual/%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c%ea%b0%80-%eb%a7%90%ed%95%98%eb%8a%94-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%ec%9d%98-%eb%b3%b8%ec%a7%88-3/ #### 세이지-레노버, 'Intel AI Summit Seoul 2025' 공동 참가 URL: https://saige.ai/newsroom/saige-and-lenovo-demonstrate-integrated-ai-machine-vision-solutions-through-strategic-partnership/20250702_%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%a0%88%eb%85%b8%eb%b2%84-intel-ai-summit-seoul-2025-%ea%b3%b5%eb%8f%99-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2/ #### 세이지, '2025 국제안전보건전시회' 참가, AI 기반 안전 모니터링 솔루션 '세이지 세이프티' 공개 URL: https://saige.ai/newsroom/saige-safety-demonstration-at-kiss-2025/%ec%84%b8%ec%9d%b4%ec%a7%80-2025-%ea%b5%ad%ec%a0%9c%ec%95%88%ec%a0%84%eb%b3%b4%ea%b1%b4%ec%a0%84%ec%8b%9c%ed%9a%8c-%ec%b0%b8%ea%b0%80-ai-%ea%b8%b0%eb%b0%98-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88/ #### 세이지, ‘AW 2026’ 참가_사진자료1 URL: https://saige.ai/newsroom/next-generation-industrial-ai-agent-and-all-in-one-vision-kit-unveiled/%ec%84%b8%ec%9d%b4%ec%a7%80-aw-2026-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c1/ #### 세이지, ‘SIMTOS 2026’ 참가_사진자료1 URL: https://saige.ai/newsroom/simtos-2026-participation-manufacturing-ai-solution-unveiling/%ec%84%b8%ec%9d%b4%ec%a7%80-simtos-2026-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c1/ #### 세이지, 2025 한국건설안전박람회 참가, 안전 보안 디지털 전환 선도_사진자료1 URL: https://saige.ai/newsroom/%ea%b1%b4%ec%84%a4-%ec%95%88%ec%a0%84-dx-%ec%84%a0%eb%8f%84-%ec%84%b8%ec%9d%b4%ec%a7%80-2025-%ed%95%9c%ea%b5%ad%ea%b1%b4%ec%84%a4%ec%95%88%ec%a0%84%eb%b0%95%eb%9e%8c%ed%9a%8c-%ec%b0%b8%ea%b0%80/%ec%84%b8%ec%9d%b4%ec%a7%80-2025-%ed%95%9c%ea%b5%ad%ea%b1%b4%ec%84%a4%ec%95%88%ec%a0%84%eb%b0%95%eb%9e%8c%ed%9a%8c-%ec%b0%b8%ea%b0%80-%ec%95%88%ec%a0%84-%eb%b3%b4%ec%95%88-%eb%94%94%ec%a7%80/ #### 세이지, BUTECH 2025 참가_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%9c12%ed%9a%8c-%eb%b6%80%ec%82%b0%ea%b5%ad%ec%a0%9c%ea%b8%b0%ea%b3%84%eb%8c%80%ec%a0%84-%ec%b0%b8%ea%b0%80/%ec%84%b8%ec%9d%b4%ec%a7%80-butech-2025-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2/ #### 세이지, BUTECH 2025 참가_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%9c12%ed%9a%8c-%eb%b6%80%ec%82%b0%ea%b5%ad%ec%a0%9c%ea%b8%b0%ea%b3%84%eb%8c%80%ec%a0%84-%ec%b0%b8%ea%b0%80/%ec%84%b8%ec%9d%b4%ec%a7%80-butech-2025-%ec%b0%b8%ea%b0%80_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c2-2/ #### 세이지, KPCA Show 2025 참가로 반도체 기판 품질 혁신 선도_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-kpca2025%ec%97%90%ec%84%9c-ai-%ea%b8%b0%eb%b0%98-pcb%ea%b2%b0%ed%95%a8-%ea%b2%80%ec%82%ac-%ec%86%94%eb%a3%a8%ec%85%98-mlops-%ed%94%8c%eb%9e%ab%ed%8f%bc-%ea%b3%b5%ea%b0%9c/%ec%84%b8%ec%9d%b4%ec%a7%80-kpca-show-2025-%ec%b0%b8%ea%b0%80%eb%a1%9c-%eb%b0%98%eb%8f%84%ec%b2%b4-%ea%b8%b0%ed%8c%90-%ed%92%88%ec%a7%88-%ed%98%81%ec%8b%a0-%ec%84%a0%eb%8f%84_%ec%82%ac%ec%a7%84/ #### 세이지, KT클라우드와 제조·산업안전 분야 AI 서비스 협력 강화_사진자료2 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-kt%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c%ec%99%80-%ed%98%91%eb%a0%a5%ed%95%b4-%ec%a0%9c%ec%a1%b0%ec%97%85%c2%b7%ec%82%b0%ec%97%85%ec%95%88%ec%a0%84-ai-%ec%84%9c%eb%b9%84/%ec%84%b8%ec%9d%b4%ec%a7%80-kt%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c%ec%99%80-%ec%a0%9c%ec%a1%b0%c2%b7%ec%82%b0%ec%97%85%ec%95%88%ec%a0%84-%eb%b6%84%ec%95%bc-ai-%ec%84%9c%eb%b9%84%ec%8a%a4-%ed%98%91/ #### 세이지, 사우디 아람코와 기술 검증 진행_사진자료4 URL: https://saige.ai/newsroom/%ec%84%b8%ec%9d%b4%ec%a7%80-%ea%b5%ad%eb%82%b4-%ec%a0%95%ec%9c%a0%ec%82%ac-%ec%9d%b4%ec%96%b4-%ec%95%84%eb%9e%8c%ec%bd%94%ec%99%80-%ec%8b%a4%ec%a6%9d-%ec%a7%84%ed%96%89%ed%95%9c%eb%8b%a4/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%82%ac%ec%9a%b0%eb%94%94-%ec%95%84%eb%9e%8c%ec%bd%94%ec%99%80-%ea%b8%b0%ec%88%a0-%ea%b2%80%ec%a6%9d-%ec%a7%84%ed%96%89_%ec%82%ac%ec%a7%84%ec%9e%90%eb%a3%8c4/ #### 세이지, 정부 지원 사업 통해 ‘AI 기반 머신 비전’ 보급 지원_사진자료2 URL: https://saige.ai/newsroom/saige-government-support-project-participation-ai-machine-vision-expansion-spirit/%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%a0%95%eb%b6%80-%ec%a7%80%ec%9b%90-%ec%82%ac%ec%97%85-%ed%86%b5%ed%95%b4-ai-%ea%b8%b0%eb%b0%98-%eb%a8%b8%ec%8b%a0-%eb%b9%84%ec%a0%84-%eb%b3%b4/ #### 세이지로 쉽고 빠르게 데이터 라벨링하기 URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a1%9c-%ec%89%bd%ea%b3%a0-%eb%b9%a0%eb%a5%b4%ea%b2%8c-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%9d%bc%eb%b2%a8%eb%a7%81%ed%95%98%ea%b8%b0/ #### 세이지로 쉽고 빠르게 데이터 라벨링하기 URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/%ec%84%b8%ec%9d%b4%ec%a7%80%eb%a1%9c-%ec%89%bd%ea%b3%a0-%eb%b9%a0%eb%a5%b4%ea%b2%8c-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%9d%bc%eb%b2%a8%eb%a7%81%ed%95%98%ea%b8%b0-2/ #### 세이지의 다중 AI 모델 적용을 통한 오탐 방지 URL: https://saige.ai/blog/cctv-fire-detection-system-guide/%ec%84%b8%ec%9d%b4%ec%a7%80%ec%9d%98-%eb%8b%a4%ec%a4%91-ai-%eb%aa%a8%eb%8d%b8-%ec%a0%81%ec%9a%a9%ec%9d%84-%ed%86%b5%ed%95%9c-%ec%98%a4%ed%83%90-%eb%b0%a9%ec%a7%80/ #### 송전탑에 설치된 무인 산불 감시 카메라가 넓은 산림 지역을 24시간 모니터링하는 장면 URL: https://saige.ai/blog/gyeongju-wildfire-ai-fire-prevention/%ec%86%a1%ec%a0%84%ed%83%91%ec%97%90-%ec%84%a4%ec%b9%98%eb%90%9c-%eb%ac%b4%ec%9d%b8-%ec%82%b0%eb%b6%88-%ea%b0%90%ec%8b%9c-%ec%b9%b4%eb%a9%94%eb%9d%bc%ea%b0%80-%eb%84%93%ec%9d%80-%ec%82%b0%eb%a6%bc/ #### 슈퍼 레졸루션 AI 기술로 저화질 이미지를 고화질로 변환하여 이차전지 내부 젤리롤 상태를 정밀 검사 URL: https://saige.ai/blog/ai-product-inspection-manufacturing-speed/%ec%8a%88%ed%8d%bc-%eb%a0%88%ec%a1%b8%eb%a3%a8%ec%85%98-ai-%ea%b8%b0%ec%88%a0%eb%a1%9c-%ec%a0%80%ed%99%94%ec%a7%88-%ec%9d%b4%eb%af%b8%ec%a7%80%eb%a5%bc-%ea%b3%a0%ed%99%94%ec%a7%88%eb%a1%9c-%eb%b3%80/ #### 슈퍼 레졸루션 AI 기술로 저화질 이미지를 고화질로 변환하여 이차전지 내부 젤리롤 상태를 정밀 검사하는 과정 URL: https://saige.ai/blog/ai-korea-technology-industry-application/%ec%8a%88%ed%8d%bc-%eb%a0%88%ec%a1%b8%eb%a3%a8%ec%85%98-ai-%ea%b8%b0%ec%88%a0%eb%a1%9c-%ec%a0%80%ed%99%94%ec%a7%88-%ec%9d%b4%eb%af%b8%ec%a7%80%eb%a5%bc-%ea%b3%a0%ed%99%94%ec%a7%88%eb%a1%9c-%eb%b3%80-2/ #### 슈퍼 레졸루션 AI 기술로 저화질 이미지를 고화질로 변환하여 이차전지 내부 젤리롤 상태를 정밀 검사하는 과정 URL: https://saige.ai/blog/manufacturing-ai-company-saige-solutions-2/%ec%8a%88%ed%8d%bc-%eb%a0%88%ec%a1%b8%eb%a3%a8%ec%85%98-ai-%ea%b8%b0%ec%88%a0%eb%a1%9c-%ec%a0%80%ed%99%94%ec%a7%88-%ec%9d%b4%eb%af%b8%ec%a7%80%eb%a5%bc-%ea%b3%a0%ed%99%94%ec%a7%88%eb%a1%9c-%eb%b3%80-3/ #### 스마트 건설 AI 안전관리 - 데이터 기반의 안전 리포트 제공 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ea%b8%b0%eb%b0%98%ec%9d%98-%ec%95%88%ec%a0%84-%eb%a6%ac%ed%8f%ac%ed%8a%b8/ #### 스마트 건설 AI 안전관리 - 데이터 기반의 안전 리포트 제공 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ea%b8%b0%eb%b0%98%ec%9d%98-%ec%95%88%ec%a0%84-%eb%a6%ac%ed%8f%ac%ed%8a%b8-2/ #### 스마트 건설 AI 안전관리 - 보호구 착용 여부 자동 인식 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%eb%b3%b4%ed%98%b8%ea%b5%ac-%ec%b0%a9%ec%9a%a9-%ec%97%ac%eb%b6%80-%ec%9e%90%eb%8f%99-%ec%9d%b8%ec%8b%9d/ #### 스마트 건설 AI 안전관리 - 세이지 세이프티 위험 감지 이벤트 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%9c%84%ed%97%98-%ea%b0%90%ec%a7%80/ #### 스마트 건설 AI 안전관리 - 알림 맞춤 설정 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%95%8c%eb%a6%bc-%eb%a7%9e%ec%b6%a4-%ec%84%a4%ec%a0%95/ #### 스마트 건설 AI 안전관리 - 추락 충돌 등 위험 상황 실시간 감지 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ea%b1%b4%ec%84%a4-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%b6%94%eb%9d%bd-%ec%b6%a9%eb%8f%8c-%eb%93%b1-%ec%9c%84%ed%97%98-%ec%83%81%ed%99%a9-%ec%8b%a4%ec%8b%9c/ #### 스마트 안전장비 의무화 정말 의무일까 URL: https://saige.ai/blog/smart-safety-equipment-mandate-guide/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-%ec%9d%98%eb%ac%b4%ed%99%94-%ec%a0%95%eb%a7%90-%ec%9d%98%eb%ac%b4%ec%9d%bc%ea%b9%8c/ #### 스마트 안전장비 지원사업 신청부터 보조금 지급까지의 절차 URL: https://saige.ai/blog/safe-workplace-support-application-mistakes/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ec%8b%a0%ec%b2%ad%eb%b6%80%ed%84%b0-%eb%b3%b4%ec%a1%b0%ea%b8%88-%ec%a7%80%ea%b8%89%ea%b9%8c/ #### 스마트 조선소 HSE 기술지원 주요 내용 URL: https://saige.ai/blog/shipyard-safety-government-support-2026/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%a1%b0%ec%84%a0%ec%86%8c-hse-%ea%b8%b0%ec%88%a0%ec%a7%80%ec%9b%90-%ec%a3%bc%ec%9a%94-%eb%82%b4%ec%9a%a9/ #### 스마트 팩토리 5단계 성숙도 모델 — 기초 디지털화부터 AI 자율화까지 단계별 정의 (출처 중소벤처기업부) URL: https://saige.ai/blog/smart-factory-5-level-checklist/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ed%8c%a9%ed%86%a0%eb%a6%ac-5%eb%8b%a8%ea%b3%84-%ec%84%b1%ec%88%99%eb%8f%84-%eb%aa%a8%eb%8d%b8-%ea%b8%b0%ec%b4%88-%eb%94%94%ec%a7%80%ed%84%b8%ed%99%94%eb%b6%80/ #### 스마트 팩토리 5단계 자가진단 체크리스트 URL: https://saige.ai/blog/smart-factory-5-level-checklist/%ec%8a%a4%eb%a7%88%ed%8a%b8-%ed%8c%a9%ed%86%a0%eb%a6%ac-5%eb%8b%a8%ea%b3%84-%ec%9e%90%ea%b0%80%ec%a7%84%eb%8b%a8-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8/ #### 스마트건설 챌린지 가점 조건 3가지 URL: https://saige.ai/blog/smart-construction-challenge/%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b1%b4%ec%84%a4-%ec%b1%8c%eb%a6%b0%ec%a7%80-%ea%b0%80%ec%a0%90-%ec%a1%b0%ea%b1%b4-3%ea%b0%80%ec%a7%80/ #### 스마트건설 챌린지 가점 조건 3가지 URL: https://saige.ai/blog/smart-construction-challenge/%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b1%b4%ec%84%a4-%ec%b1%8c%eb%a6%b0%ec%a7%80-%ea%b0%80%ec%a0%90-%ec%a1%b0%ea%b1%b4-3%ea%b0%80%ec%a7%80-2/ #### 스마트건설 챌린지가 말하는 건설 안전의 미래 URL: https://saige.ai/blog/smart-construction-challenge/%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b1%b4%ec%84%a4-%ec%b1%8c%eb%a6%b0%ec%a7%80%ea%b0%80-%eb%a7%90%ed%95%98%eb%8a%94-%ea%b1%b4%ec%84%a4-%ec%95%88%ec%a0%84%ec%9d%98-%eb%af%b8%eb%9e%98/ #### 스마트건설 현장에 적용된 세이지 세이프티 사례 URL: https://saige.ai/blog/smart-construction-ai-safety/%ec%8a%a4%eb%a7%88%ed%8a%b8%ea%b1%b4%ec%84%a4-%ed%98%84%ec%9e%a5%ec%97%90-%ec%a0%81%ec%9a%a9%eb%90%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%82%ac%eb%a1%80/ #### 스마트팩토리 구축에 적합한 AI 안전관리, 세이지 세이프티 URL: https://saige.ai/blog/smart-construction-ai-safety-2/%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac-%ea%b5%ac%ec%b6%95%ec%97%90-%ec%a0%81%ed%95%a9%ed%95%9c-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4/ #### 스마트팩토리로 가는 길, AI 안전관리의 좋은 점 URL: https://saige.ai/blog/smart-construction-ai-safety-2/%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac%eb%a1%9c-%ea%b0%80%eb%8a%94-%ea%b8%b8-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ec%9d%98-%ec%a2%8b%ec%9d%80-%ec%a0%90/ #### 스마트팩토리을 위한 AI CCTV URL: https://saige.ai/blog/smart-construction-ai-safety-2/%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac%ec%9d%84-%ec%9c%84%ed%95%9c-ai-cctv/ #### 스마트팩토리을 위한 AI 안전관리 URL: https://saige.ai/blog/smart-construction-ai-safety-2/%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac/ #### 스마트항만 육성전략 목표 (2021→2031년) 매출 5,000억→3조 9,000억 원, 국내 점유율 6.7→90% URL: https://saige.ai/blog/smart-port/%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%95%ad%eb%a7%8c-%ec%9c%a1%ec%84%b1%ec%a0%84%eb%9e%b5-%eb%aa%a9%ed%91%9c-2021%e2%86%922031%eb%85%84-%eb%a7%a4%ec%b6%9c-5000%ec%96%b5%e2%86%923%ec%a1%b0-9000%ec%96%b5/ #### 슬라이드6 URL: https://saige.ai/blog/industrial-safety-committee-ai-management/%ec%8a%ac%eb%9d%bc%ec%9d%b4%eb%93%9c6/ #### 슬라이드7 URL: https://saige.ai/blog/industrial-safety-health-standards/%ec%8a%ac%eb%9d%bc%ec%9d%b4%eb%93%9c7/ #### 슬라이드8 URL: https://saige.ai/blog/construction-safety-training-ai/%ec%8a%ac%eb%9d%bc%ec%9d%b4%eb%93%9c8/ #### 슬라이드9 URL: https://saige.ai/blog/industrial-safety-health-law-article-17-ai/%ec%8a%ac%eb%9d%bc%ec%9d%b4%eb%93%9c9/ #### 시간 가동률·성능 가동률·양품률·OEE와 이상 구간 타임라인, 실시간 검출을 보여주는 SAIGE VIMS 설비 모니터링 대시보드 URL: https://saige.ai/blog/equipment-monitoring-production-loss/%ec%8b%9c%ea%b0%84-%ea%b0%80%eb%8f%99%eb%a5%a0%c2%b7%ec%84%b1%eb%8a%a5-%ea%b0%80%eb%8f%99%eb%a5%a0%c2%b7%ec%96%91%ed%92%88%eb%a5%a0%c2%b7oee%ec%99%80-%ec%9d%b4%ec%83%81-%ea%b5%ac%ea%b0%84-%ed%83%80/ #### 식품 제조업 공정 라인 URL: https://saige.ai/blog/vision-ai-manufacturing-implementation-guide/%ec%8b%9d%ed%92%88-%ec%a0%9c%ec%a1%b0%ec%97%85-%ea%b3%b5%ec%a0%95-%eb%9d%bc%ec%9d%b8/ #### 실시간 공정 모니터링과 이상상황 자동 알림, 데이터 관리까지 해주는 세이지 빔스 (출처 세이지 홈페이지) URL: https://saige.ai/blog/advanced-biopharmaceuticals-quality-guide/%ec%8b%a4%ec%8b%9c%ea%b0%84-%ea%b3%b5%ec%a0%95-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ea%b3%bc-%ec%9d%b4%ec%83%81%ec%83%81%ed%99%a9-%ec%9e%90%eb%8f%99-%ec%95%8c%eb%a6%bc-%eb%8d%b0%ec%9d%b4%ed%84%b0/ #### 실시간 모니터링을 통한 굴착기 사고 예방 - 세이지 세이프티 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%84-%ed%86%b5%ed%95%9c-%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8/ #### 실시간 위험 구역 통제를 통해 굴착기 사고 예방 - 세이지 세이프티 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9c%84%ed%97%98-%ea%b5%ac%ec%97%ad-%ed%86%b5%ec%a0%9c%eb%a5%bc-%ed%86%b5%ed%95%b4-%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%84%b8%ec%9d%b4-3/ #### 실시간 위험 구역 통제를 통해 굴착기 사고 예방 - 세이지 세이프티_2 URL: https://saige.ai/blog/intelligent-video-analytics-manufacturing/%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9c%84%ed%97%98-%ea%b5%ac%ec%97%ad-%ed%86%b5%ec%a0%9c%eb%a5%bc-%ed%86%b5%ed%95%b4-%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%84%b8%ec%9d%b4-4/ #### 실시간 위험 구역 통제를 통해 굴착기 사고 예방 - 세이지 세이프티_2 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9c%84%ed%97%98-%ea%b5%ac%ec%97%ad-%ed%86%b5%ec%a0%9c%eb%a5%bc-%ed%86%b5%ed%95%b4-%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%84%b8%ec%9d%b4/ #### 실시간 위험 구역 통제를 통해 굴착기 사고 예방 - 세이지 세이프티_2 URL: https://saige.ai/blog/excavator-safety-guide-construction-site-ai/%ec%8b%a4%ec%8b%9c%ea%b0%84-%ec%9c%84%ed%97%98-%ea%b5%ac%ec%97%ad-%ed%86%b5%ec%a0%9c%eb%a5%bc-%ed%86%b5%ed%95%b4-%ea%b5%b4%ec%b0%a9%ea%b8%b0-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%84%b8%ec%9d%b4-2/ #### 실제 바이오 제조 현장에서 지키기는 어려운 첨단바이오의약품 가이드라인_세이지 URL: https://saige.ai/blog/advanced-biopharmaceuticals-quality-guide/%ec%8b%a4%ec%a0%9c-%eb%b0%94%ec%9d%b4%ec%98%a4-%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%ec%a7%80%ed%82%a4%ea%b8%b0%eb%8a%94-%ec%96%b4%eb%a0%a4%ec%9a%b4-%ec%b2%a8%eb%8b%a8%eb%b0%94/ #### 썸네일 URL: https://saige.ai/blog/port-safety-management-fee-ai-solution/%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 안전 사고 사례(480) 현장 안전의 경고: 안전 사고 사례에서 배우는 건설 현장 예방법 #### 안전 사고 사례(480) URL: https://saige.ai/blog/safety-accident-case-prevention/%ec%95%88%ec%a0%84-%ec%82%ac%ea%b3%a0-%ec%82%ac%eb%a1%80480-2/ #### 안전관리 혁신의 핵심, 산업 안전 보건 위원회 URL: https://saige.ai/blog/industrial-safety-committee-ai-management/%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ed%98%81%ec%8b%a0%ec%9d%98-%ed%95%b5%ec%8b%ac-%ec%82%b0%ec%97%85-%ec%95%88%ec%a0%84-%eb%b3%b4%ea%b1%b4-%ec%9c%84%ec%9b%90%ed%9a%8c/ #### 안전관리계획서 매뉴얼로 URL: https://saige.ai/blog/safety-management-plan-manual-guide/%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ea%b3%84%ed%9a%8d%ec%84%9c-%eb%a7%a4%eb%89%b4%ec%96%bc%eb%a1%9c/ #### 안전관리계획서 매뉴얼의 실행 한계와 해결책 URL: https://saige.ai/blog/safety-management-plan-manual-guide/%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac%ea%b3%84%ed%9a%8d%ec%84%9c-%eb%a7%a4%eb%89%b4%ec%96%bc%ec%9d%98-%ec%8b%a4%ed%96%89-%ed%95%9c%ea%b3%84%ec%99%80-%ed%95%b4%ea%b2%b0%ec%b1%85/ #### 안전관리계획서 수립 대상, 알고 준비하세요 안전관리계획서 수립 대상, 정확히 알고 준비하세요 #### 안전보건관리체계 구축을 위한 AI 안전 모니터링 솔루션 세이지 세이프티 URL: https://saige.ai/blog/safety-management-system-manufacturing-ceo/%ec%95%88%ec%a0%84%eb%b3%b4%ea%b1%b4%ea%b4%80%eb%a6%ac%ec%b2%b4%ea%b3%84-%ea%b5%ac%ec%b6%95%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8/ #### 안전보건관리체계 구축을 위한 AI 안전 모니터링 솔루션 세이지 세이프티 URL: https://saige.ai/blog/safety-management-system-manufacturing-ceo/%ec%95%88%ec%a0%84%eb%b3%b4%ea%b1%b4%ea%b4%80%eb%a6%ac%ec%b2%b4%ea%b3%84-%ea%b5%ac%ec%b6%95%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8-2/ #### 안전보건관리체계 구축을 위한 AI 안전 모니터링 솔루션 세이지 세이프티 URL: https://saige.ai/blog/ai-cctv-recommendation-industrial-safety-guide/%ec%95%88%ec%a0%84%eb%b3%b4%ea%b1%b4%ea%b4%80%eb%a6%ac%ec%b2%b4%ea%b3%84-%ea%b5%ac%ec%b6%95%ec%9d%84-%ec%9c%84%ed%95%9c-ai-%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8-3/ #### 야간 항만 컨테이너 화재 현장, 스마트항만 AI 화재 감지 시스템의 필요성 URL: https://saige.ai/blog/smart-port/%ec%95%bc%ea%b0%84-%ed%95%ad%eb%a7%8c-%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ed%99%94%ec%9e%ac-%ed%98%84%ec%9e%a5-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%95%ad%eb%a7%8c-ai-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80/ #### 야간무인공장-1 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/%ec%95%bc%ea%b0%84%eb%ac%b4%ec%9d%b8%ea%b3%b5%ec%9e%a5-1/ #### 야간무인공장-2 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/%ec%95%bc%ea%b0%84%eb%ac%b4%ec%9d%b8%ea%b3%b5%ec%9e%a5-2/ #### 야간무인공장-2 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/%ec%95%bc%ea%b0%84%eb%ac%b4%ec%9d%b8%ea%b3%b5%ec%9e%a5-2-2/ #### 야간무인공장-2-수정 URL: https://saige.ai/blog/nighttime-factory-safety-monitoring-lite/%ec%95%bc%ea%b0%84%eb%ac%b4%ec%9d%b8%ea%b3%b5%ec%9e%a5-2-%ec%88%98%ec%a0%95/ #### 연간 10억 불량 손실, SAIGE VISION으로 차단한 필름 외관 검사 자동화 사례 URL: https://saige.ai/case-study/film-inspection-automation-saige-vision/%ec%97%b0%ea%b0%84-10%ec%96%b5-%eb%b6%88%eb%9f%89-%ec%86%90%ec%8b%a4-saige-vision%ec%9c%bc%eb%a1%9c-%ec%b0%a8%eb%8b%a8%ed%95%9c-%ed%95%84%eb%a6%84-%ec%99%b8%ea%b4%80-%ea%b2%80%ec%82%ac-%ec%9e%90-2/ #### 연간 10억 불량 손실, SAIGE VISION으로 차단한 필름 외관 검사 자동화 사례2 URL: https://saige.ai/case-study/film-inspection-automation-saige-vision/%ec%97%b0%ea%b0%84-10%ec%96%b5-%eb%b6%88%eb%9f%89-%ec%86%90%ec%8b%a4-saige-vision%ec%9c%bc%eb%a1%9c-%ec%b0%a8%eb%8b%a8%ed%95%9c-%ed%95%84%eb%a6%84-%ec%99%b8%ea%b4%80-%ea%b2%80%ec%82%ac-%ec%9e%90/ #### 예방보전과 SAIGE VIMS 사이클 분석이 결합해 부품 고장과 생산 손실을 함께 막는 보완 구조도 URL: https://saige.ai/blog/preventive-maintenance-guide/%ec%98%88%eb%b0%a9%eb%b3%b4%ec%a0%84%ea%b3%bc-saige-vims-%ec%82%ac%ec%9d%b4%ed%81%b4-%eb%b6%84%ec%84%9d%ec%9d%b4-%ea%b2%b0%ed%95%a9%ed%95%b4-%eb%b6%80%ed%92%88-%ea%b3%a0%ec%9e%a5%ea%b3%bc-%ec%83%9d/ #### 예방보전이 놓치는 미세정지 생산 손실 규모와 큰 고장을 타임라인으로 비교한 인포그래픽 URL: https://saige.ai/blog/preventive-maintenance-guide/%ec%98%88%eb%b0%a9%eb%b3%b4%ec%a0%84%ec%9d%b4-%eb%86%93%ec%b9%98%eb%8a%94-%eb%af%b8%ec%84%b8%ec%a0%95%ec%a7%80-%ec%83%9d%ec%82%b0-%ec%86%90%ec%8b%a4-%ea%b7%9c%eb%aa%a8%ec%99%80-%ed%81%b0-%ea%b3%a0/ #### 예지 보전 관련 생산 손실의 실제 원인 분포 (출처McKinsey의 제조업 생산성 연구(2023)) URL: https://saige.ai/blog/predictive-maintenance-production-intelligence-saige/%ec%98%88%ec%a7%80-%eb%b3%b4%ec%a0%84-%ea%b4%80%eb%a0%a8-%ec%83%9d%ec%82%b0-%ec%86%90%ec%8b%a4%ec%9d%98-%ec%8b%a4%ec%a0%9c-%ec%9b%90%ec%9d%b8-%eb%b6%84%ed%8f%ac-%ec%b6%9c%ec%b2%98mckinsey%ec%9d%98/ #### 예지 보전 관련 생산 손실의 실제 원인 분포 (출처McKinsey의 제조업 생산성 연구(2023)) URL: https://saige.ai/blog/preventive-maintenance-guide/%ec%98%88%ec%a7%80-%eb%b3%b4%ec%a0%84-%ea%b4%80%eb%a0%a8-%ec%83%9d%ec%82%b0-%ec%86%90%ec%8b%a4%ec%9d%98-%ec%8b%a4%ec%a0%9c-%ec%9b%90%ec%9d%b8-%eb%b6%84%ed%8f%ac-%ec%b6%9c%ec%b2%98mckinsey%ec%9d%98-2/ #### 예지 보전 도입했는데 생산량이 안 느는 이유 - 놓치고 있는 80% 손실 URL: https://saige.ai/blog/predictive-maintenance-production-intelligence-saige/%ec%98%88%ec%a7%80-%eb%b3%b4%ec%a0%84-%eb%8f%84%ec%9e%85%ed%96%88%eb%8a%94%eb%8d%b0-%ec%83%9d%ec%82%b0%eb%9f%89%ec%9d%b4-%ec%95%88-%eb%8a%90%eb%8a%94-%ec%9d%b4%ec%9c%a0-%eb%86%93%ec%b9%98%ea%b3%a0/ #### 예지보전 도입 후에도 연간 1.4조 달러에 달하는 비계획 다운타임 손실 통계 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%98%88%ec%a7%80%eb%b3%b4%ec%a0%84-%eb%8f%84%ec%9e%85-%ed%9b%84%ec%97%90%eb%8f%84-%ec%97%b0%ea%b0%84-1-4%ec%a1%b0-%eb%8b%ac%eb%9f%ac%ec%97%90-%eb%8b%ac%ed%95%98%eb%8a%94-%eb%b9%84%ea%b3%84%ed%9a%8d/ #### 예지보전_썸네일 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%98%88%ec%a7%80%eb%b3%b4%ec%a0%84_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 예지보전도 놓치는 사이클당 0.4초 미세 지연의 누적 손실 그래프 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%98%88%ec%a7%80%eb%b3%b4%ec%a0%84%eb%8f%84-%eb%86%93%ec%b9%98%eb%8a%94-%ec%82%ac%ec%9d%b4%ed%81%b4%eb%8b%b9-0-4%ec%b4%88-%eb%af%b8%ec%84%b8-%ec%a7%80%ec%97%b0%ec%9d%98-%eb%88%84%ec%a0%81-%ec%86%90/ #### 예측이 아니라 지금 일어나는 설비 이상을 기존 CCTV 영상으로 포착하는 SAIGE VIMS 설비 보전 작동 방식 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%98%88%ec%b8%a1%ec%9d%b4-%ec%95%84%eb%8b%88%eb%9d%bc-%ec%a7%80%ea%b8%88-%ec%9d%bc%ec%96%b4%eb%82%98%eb%8a%94-%ec%84%a4%eb%b9%84-%ec%9d%b4%ec%83%81%ec%9d%84-%ea%b8%b0%ec%a1%b4-cctv-%ec%98%81/ #### 오탐과 미탐의 차이를 비교한 인포그래픽 URL: https://saige.ai/blog/selective-monitoring-vlm-guide/%ec%98%a4%ed%83%90%ea%b3%bc-%eb%af%b8%ed%83%90%ec%9d%98-%ec%b0%a8%ec%9d%b4%eb%a5%bc-%eb%b9%84%ea%b5%90%ed%95%9c-%ec%9d%b8%ed%8f%ac%ea%b7%b8%eb%9e%98%ed%94%bd/ #### 오탐과 미탐의 차이를 비교한 인포그래픽 URL: https://saige.ai/blog/selective-monitoring-vlm-guide/%ec%98%a4%ed%83%90%ea%b3%bc-%eb%af%b8%ed%83%90%ec%9d%98-%ec%b0%a8%ec%9d%b4%eb%a5%bc-%eb%b9%84%ea%b5%90%ed%95%9c-%ec%9d%b8%ed%8f%ac%ea%b7%b8%eb%9e%98%ed%94%bd-2/ #### 오히려 증가한 끼임사고 사망자 수 URL: https://saige.ai/blog/intelligent-video-analytics-manufacturing/%ec%98%a4%ed%9e%88%eb%a0%a4-%ec%a6%9d%ea%b0%80%ed%95%9c-%eb%81%bc%ec%9e%84%ec%82%ac%ea%b3%a0-%ec%82%ac%eb%a7%9d%ec%9e%90-%ec%88%98/ #### 월 생산 계획 대비 실제 생산량 부족의 원인을 보여주는 택트 타임 분석 인포그래픽 URL: https://saige.ai/blog/takt-time-management-saige-vims-analysis/%ec%9b%94-%ec%83%9d%ec%82%b0-%ea%b3%84%ed%9a%8d-%eb%8c%80%eb%b9%84-%ec%8b%a4%ec%a0%9c-%ec%83%9d%ec%82%b0%eb%9f%89-%eb%b6%80%ec%a1%b1%ec%9d%98-%ec%9b%90%ec%9d%b8%ec%9d%84-%eb%b3%b4%ec%97%ac%ec%a3%bc/ #### 월드클래스 OEE 85%와 현장 평균 60%의 격차 40%를 히든 팩토리로 보여주는 OEE 성능 손실 인포그래픽 URL: https://saige.ai/blog/equipment-monitoring-production-loss/%ec%9b%94%eb%93%9c%ed%81%b4%eb%9e%98%ec%8a%a4-oee-85%ec%99%80-%ed%98%84%ec%9e%a5-%ed%8f%89%ea%b7%a0-60%ec%9d%98-%ea%b2%a9%ec%b0%a8-40%eb%a5%bc-%ed%9e%88%eb%93%a0-%ed%8c%a9%ed%86%a0%eb%a6%ac%eb%a1%9c/ #### 월드클래스 OEE 85%와 현장 평균 60%의 격차 40%를 히든 팩토리로 보여주는 OEE 성능 손실 인포그래픽 URL: https://saige.ai/blog/oee-complete-guide/%ec%9b%94%eb%93%9c%ed%81%b4%eb%9e%98%ec%8a%a4-oee-85%ec%99%80-%ed%98%84%ec%9e%a5-%ed%8f%89%ea%b7%a0-60%ec%9d%98-%ea%b2%a9%ec%b0%a8-40%eb%a5%bc-%ed%9e%88%eb%93%a0-%ed%8c%a9%ed%86%a0%eb%a6%ac%eb%a1%9c-2/ #### 육안 검사로 공정 및 품질을 관리중인 사람들. 세이지 세이프티, 세이지 빔스, 세이지 비전 URL: https://saige.ai/blog/ceo-interview-1/%ec%9c%a1%ec%95%88-%ea%b2%80%ec%82%ac%eb%a1%9c-%ea%b3%b5%ec%a0%95-%eb%b0%8f-%ed%92%88%ec%a7%88%ec%9d%84-%ea%b4%80%eb%a6%ac%ec%a4%91%ec%9d%b8-%ec%82%ac%eb%9e%8c%eb%93%a4-%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 육안검사의 한계를 보완하는 제약바이오 AI 출처 freepik URL: https://saige.ai/blog/pharma-ai-quality-inspection/%ec%9c%a1%ec%95%88%ea%b2%80%ec%82%ac%ec%9d%98-%ed%95%9c%ea%b3%84%eb%a5%bc-%eb%b3%b4%ec%99%84%ed%95%98%eb%8a%94-%ec%a0%9c%ec%95%bd%eb%b0%94%ec%9d%b4%ec%98%a4-ai-%ec%b6%9c%ec%b2%98-freepik/ #### 이상 감지 장면을 정상 사이클과 나란히 비교해 달라진 구간을 짚어주는 SAIGE VIMS 설비 보전 화면 URL: https://saige.ai/blog/equipment-maintenance-ai-video/%ec%9d%b4%ec%83%81-%ea%b0%90%ec%a7%80-%ec%9e%a5%eb%a9%b4%ec%9d%84-%ec%a0%95%ec%83%81-%ec%82%ac%ec%9d%b4%ed%81%b4%ea%b3%bc-%eb%82%98%eb%9e%80%ed%9e%88-%eb%b9%84%ea%b5%90%ed%95%b4-%eb%8b%ac%eb%9d%bc/ #### 이차전지 배터리 제조 공정 라인 사진. 자동화된 생산 설비에서 배터리 셀 모듈이 생산되는 모습 URL: https://saige.ai/blog/manufacturing-ai-company-saige-solutions-2/%ec%9d%b4%ec%b0%a8%ec%a0%84%ec%a7%80-%eb%b0%b0%ed%84%b0%eb%a6%ac-%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%a0%95-%eb%9d%bc%ec%9d%b8-%ec%82%ac%ec%a7%84-%ec%9e%90%eb%8f%99%ed%99%94%eb%90%9c-%ec%83%9d%ec%82%b0/ #### 이차전지 조립 공정 URL: https://saige.ai/blog/vision-ai-manufacturing-implementation-guide/%ec%9d%b4%ec%b0%a8%ec%a0%84%ec%a7%80-%ec%a1%b0%eb%a6%bd-%ea%b3%b5%ec%a0%95/ #### 이차전지 캡 미용접 검사 사례 URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ec%9d%b4%ec%b0%a8%ec%a0%84%ec%a7%80-%ec%ba%a1-%eb%af%b8%ec%9a%a9%ec%a0%91-%ea%b2%80%ec%82%ac-%ec%82%ac%eb%a1%80/ #### 인공지능 학습용 데이터 확보 방식 URL: https://saige.ai/blog/manufacturing-ai/%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%95%99%ec%8a%b5%ec%9a%a9-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ed%99%95%eb%b3%b4-%eb%b0%a9%ec%8b%9d/ #### 인공지능(AI) 기반 인체감지시스템(고정식) 이미지 URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5ai-%ea%b8%b0%eb%b0%98-%ec%9d%b8%ec%b2%b4%ea%b0%90%ec%a7%80%ec%8b%9c%ec%8a%a4%ed%85%9c%ea%b3%a0%ec%a0%95%ec%8b%9d-%ec%9d%b4%eb%af%b8%ec%a7%80/ #### 인터뷰중인 세이지 홍영석 대표. 세이지 세이프티, 세이지 빔스, 세이지 비전 URL: https://saige.ai/blog/ceo-interview-1/%ec%9d%b8%ed%84%b0%eb%b7%b0%ec%a4%91%ec%9d%b8-%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%8d%ec%98%81%ec%84%9d-%eb%8c%80%ed%91%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%84%b8/ #### 자동 용접 장비 시장 규모, 개발, 시장 동향 및 예측 (출처 Verified Market Reports) URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ec%9e%90%eb%8f%99-%ec%9a%a9%ec%a0%91-%ec%9e%a5%eb%b9%84-%ec%8b%9c%ec%9e%a5-%ea%b7%9c%eb%aa%a8-%ea%b0%9c%eb%b0%9c-%ec%8b%9c%ec%9e%a5-%eb%8f%99%ed%96%a5-%eb%b0%8f-%ec%98%88%ec%b8%a1-%ec%b6%9c/ #### 자동 용접 장비 시장 규모, 개발, 시장 동향 및 예측 (출처 Verified Market Reports) URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ec%9e%90%eb%8f%99-%ec%9a%a9%ec%a0%91-%ec%9e%a5%eb%b9%84-%ec%8b%9c%ec%9e%a5-%ea%b7%9c%eb%aa%a8-%ea%b0%9c%eb%b0%9c-%ec%8b%9c%ec%9e%a5-%eb%8f%99%ed%96%a5-%eb%b0%8f-%ec%98%88%ec%b8%a1-%ec%b6%9c-2/ #### 자동차 품질 관리 - 높아진 자동차 품질 관리 기준 (출처 Freepik) URL: https://saige.ai/blog/automotive-ai-quality-saige/%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%eb%86%92%ec%95%84%ec%a7%84-%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%ea%b8%b0%ec%a4%80-%ec%b6%9c%ec%b2%98/ #### 자동차 품질 관리 - 자동차 부품 생산 공장 품질 관리 (출처 Freepik) URL: https://saige.ai/blog/automotive-ai-quality-saige/%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%ec%9e%90%eb%8f%99%ec%b0%a8-%eb%b6%80%ed%92%88-%ec%83%9d%ec%82%b0-%ea%b3%b5%ec%9e%a5-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac/ #### 자동차 품질 관리 - 증가하는 생산량 대비, 부족한 검사 인력 (Image made by Gemini) URL: https://saige.ai/blog/automotive-ai-quality-saige/%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%ec%a6%9d%ea%b0%80%ed%95%98%eb%8a%94-%ec%83%9d%ec%82%b0%eb%9f%89-%eb%8c%80%eb%b9%84-%eb%b6%80%ec%a1%b1%ed%95%9c-%ea%b2%80%ec%82%ac/ #### 자동차 품질 관리 이제 세이지 빔스로 한 번에 해결 URL: https://saige.ai/blog/automotive-ai-quality-saige/%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%ec%9d%b4%ec%a0%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%94%ec%8a%a4%eb%a1%9c-%ed%95%9c-%eb%b2%88%ec%97%90-%ed%95%b4%ea%b2%b0/ #### 자동차 품질 관리 패러다임의 변화 (Image made by Gemini) URL: https://saige.ai/blog/automotive-ai-quality-saige/%ec%9e%90%eb%8f%99%ec%b0%a8-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac-%ed%8c%a8%eb%9f%ac%eb%8b%a4%ec%9e%84%ec%9d%98-%eb%b3%80%ed%99%94-image-made-by-gemini/ #### 자동화가 높아질수록 ‘아무도 보지 않는 영역’이 생긴다 URL: https://saige.ai/%ec%9e%90%eb%8f%99%ed%99%94%ea%b0%80-%eb%86%92%ec%95%84%ec%a7%88%ec%88%98%eb%a1%9d-%ec%95%84%eb%ac%b4%eb%8f%84-%eb%b3%b4%ec%a7%80-%ec%95%8a%eb%8a%94-%ec%98%81%ec%97%ad%ec%9d%b4/ #### 자동화가 높아질수록 ‘아무도 보지 않는 영역’이 생긴다 URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/%ec%9e%90%eb%8f%99%ed%99%94%ea%b0%80-%eb%86%92%ec%95%84%ec%a7%88%ec%88%98%eb%a1%9d-%ec%95%84%eb%ac%b4%eb%8f%84-%eb%b3%b4%ec%a7%80-%ec%95%8a%eb%8a%94-%ec%98%81%ec%97%ad%ec%9d%b4-2/ #### 자동화율이 높아질수록 커지는 스마트팩토리 설비 보전 사각지대 URL: https://saige.ai/blog/smart-factory-equipment-maintenance-guide/%ec%9e%90%eb%8f%99%ed%99%94%ec%9c%a8%ec%9d%b4-%eb%86%92%ec%95%84%ec%a7%88%ec%88%98%eb%a1%9d-%ec%bb%a4%ec%a7%80%eb%8a%94-%ec%8a%a4%eb%a7%88%ed%8a%b8%ed%8c%a9%ed%86%a0%eb%a6%ac-%ec%84%a4%eb%b9%84/ #### 작업자 쓰러짐을 자동으로 감지하는 세이지 세이프티 URL: https://saige.ai/blog/serious-accident-punishment-law-industrial-safety/%ec%9e%91%ec%97%85%ec%9e%90-%ec%93%b0%eb%9f%ac%ec%a7%90%ec%9d%84-%ec%9e%90%eb%8f%99%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84/ #### 작업자 쓰러짐을 자동으로 감지하는 세이지 세이프티 URL: https://saige.ai/blog/industrial-safety-committee-ai-management/%ec%9e%91%ec%97%85%ec%9e%90-%ec%93%b0%eb%9f%ac%ec%a7%90%ec%9d%84-%ec%9e%90%eb%8f%99%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84-2/ #### 작업자 쓰러짐을 자동으로 감지하는 세이지 세이프티 URL: https://saige.ai/blog/industrial-safety-health-law-article-17-ai/%ec%9e%91%ec%97%85%ec%9e%90-%ec%93%b0%eb%9f%ac%ec%a7%90%ec%9d%84-%ec%9e%90%eb%8f%99%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84-3/ #### 작업자 쓰러짐을 자동으로 감지하는 세이지 세이프티 URL: https://saige.ai/blog/industrial-safety-health-law-article-17-ai/%ec%9e%91%ec%97%85%ec%9e%90-%ec%93%b0%eb%9f%ac%ec%a7%90%ec%9d%84-%ec%9e%90%eb%8f%99%ec%9c%bc%eb%a1%9c-%ea%b0%90%ec%a7%80%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84-4/ #### 잡한 항만 선적과 하역 구조 (출처 해수부) URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ec%9e%a1%ed%95%9c-%ed%95%ad%eb%a7%8c-%ec%84%a0%ec%a0%81%ea%b3%bc-%ed%95%98%ec%97%ad-%ea%b5%ac%ec%a1%b0-%ec%b6%9c%ec%b2%98-%ed%95%b4%ec%88%98%eb%b6%80/ #### 장마철 제조업 현장 URL: https://saige.ai/blog/manufacturing-safety-risks-rainy-season/%ec%9e%a5%eb%a7%88%ec%b2%a0-%ec%a0%9c%ec%a1%b0%ec%97%85-%ed%98%84%ec%9e%a5/ #### 적용사례_SAFETY_00-1024x683 URL: https://saige.ai/case-study/saige-safety-construction-site-real-time-monitoring/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_safety_00-1024x683/ #### 적용사례_SAFETY_01 URL: https://saige.ai/case-study/saige-safety-construction-site-real-time-monitoring/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_safety_01/ #### 적용사례_SAFETY_02 URL: https://saige.ai/case-study/saige-safety-construction-site-real-time-monitoring/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_safety_02-2/ #### 적용사례_VIMS_00_MuZvWAF-1024x683 URL: https://saige.ai/case-study/saige-vims-battery-manufacturing-critical-equipment-error-detection/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vims_00_muzvwaf-1024x683/ #### 적용사례_VIMS_01 URL: https://saige.ai/case-study/saige-vims-battery-manufacturing-critical-equipment-error-detection/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vims_01/ #### 적용사례_VIMS_02 URL: https://saige.ai/case-study/saige-vims-battery-manufacturing-critical-equipment-error-detection/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vims_02/ #### 적용사례_VISION_01 URL: https://saige.ai/case-study/product-manufacturing-critical-process-stage/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vision_01-2/ #### 적용사례_VISION_02 URL: https://saige.ai/case-study/product-manufacturing-critical-process-stage/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vision_02-2/ #### 적용사례_VISION_04 URL: https://saige.ai/case-study/product-manufacturing-critical-process-stage/%ec%a0%81%ec%9a%a9%ec%82%ac%eb%a1%80_vision_04-2/ #### 전년 동기 대비 증가한 건설업 사망사고 건수 URL: https://saige.ai/blog/construction-site-accidents-ai-prevention/%ec%a0%84%eb%85%84-%eb%8f%99%ea%b8%b0-%eb%8c%80%eb%b9%84-%ec%a6%9d%ea%b0%80%ed%95%9c-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%82%ac%eb%a7%9d%ec%82%ac%ea%b3%a0-%ea%b1%b4%ec%88%98/ #### 전년 동기 대비 증가한 건설업 사망사고 건수 URL: https://saige.ai/blog/gyeongnam-drilling-machine-accident/%ec%a0%84%eb%85%84-%eb%8f%99%ea%b8%b0-%eb%8c%80%eb%b9%84-%ec%a6%9d%ea%b0%80%ed%95%9c-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%82%ac%eb%a7%9d%ec%82%ac%ea%b3%a0-%ea%b1%b4%ec%88%98-2/ #### 전년 동기 대비 증가한 건설업 사망사고 건수 URL: https://saige.ai/blog/industrial-accident-case-prevention/%ec%a0%84%eb%85%84-%eb%8f%99%ea%b8%b0-%eb%8c%80%eb%b9%84-%ec%a6%9d%ea%b0%80%ed%95%9c-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%82%ac%eb%a7%9d%ec%82%ac%ea%b3%a0-%ea%b1%b4%ec%88%98-3/ #### 전년 동기 대비 증가한 건설업 사망사고 건수 URL: https://saige.ai/blog/safety-accident-case-prevention/%ec%a0%84%eb%85%84-%eb%8f%99%ea%b8%b0-%eb%8c%80%eb%b9%84-%ec%a6%9d%ea%b0%80%ed%95%9c-%ea%b1%b4%ec%84%a4%ec%97%85-%ec%82%ac%eb%a7%9d%ec%82%ac%ea%b3%a0-%ea%b1%b4%ec%88%98-4/ #### 전체 경보의 94~98%가 오탐이며, VLM 선별관제로 오탐을 최대 90% 줄일 수 있음을 보여주는 인포그래픽 URL: https://saige.ai/blog/selective-monitoring-vlm-guide/%ec%a0%84%ec%b2%b4-%ea%b2%bd%eb%b3%b4%ec%9d%98-9498%ea%b0%80-%ec%98%a4%ed%83%90%ec%9d%b4%eb%a9%b0-vlm-%ec%84%a0%eb%b3%84%ea%b4%80%ec%a0%9c%eb%a1%9c-%ec%98%a4%ed%83%90%ec%9d%84-%ec%b5%9c%eb%8c%80-90/ #### 전체 경보의 94~98%가 오탐이며, VLM 선별관제로 오탐을 최대 90% 줄일 수 있음을 보여주는 인포그래픽 URL: https://saige.ai/blog/selective-monitoring-vlm-guide/%ec%a0%84%ec%b2%b4-%ea%b2%bd%eb%b3%b4%ec%9d%98-9498%ea%b0%80-%ec%98%a4%ed%83%90%ec%9d%b4%eb%a9%b0-vlm-%ec%84%a0%eb%b3%84%ea%b4%80%ec%a0%9c%eb%a1%9c-%ec%98%a4%ed%83%90%ec%9d%84-%ec%b5%9c%eb%8c%80-90-2/ #### 제약공정 관리_세이지 URL: https://saige.ai/blog/pharma-process-ai/%ec%a0%9c%ec%95%bd%ea%b3%b5%ec%a0%95-%ea%b4%80%eb%a6%ac_%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 제약공정 관리_세이지_2 URL: https://saige.ai/blog/pharma-process-ai/%ec%a0%9c%ec%95%bd%ea%b3%b5%ec%a0%95-%ea%b4%80%eb%a6%ac_%ec%84%b8%ec%9d%b4%ec%a7%80_2/ #### 제약공정 관리_세이지_3 URL: https://saige.ai/blog/pharma-process-ai/%ec%a0%9c%ec%95%bd%ea%b3%b5%ec%a0%95-%ea%b4%80%eb%a6%ac_%ec%84%b8%ec%9d%b4%ec%a7%80_3/ #### 제약바이오 공정에 최적화된 제약바이오 AI의 외관 검사, 세이지 빔스 URL: https://saige.ai/blog/pharma-ai-quality-inspection/%ec%a0%9c%ec%95%bd%eb%b0%94%ec%9d%b4%ec%98%a4-%ea%b3%b5%ec%a0%95%ec%97%90-%ec%b5%9c%ec%a0%81%ed%99%94%eb%90%9c-%ec%a0%9c%ec%95%bd%eb%b0%94%ec%9d%b4%ec%98%a4-ai%ec%9d%98-%ec%99%b8%ea%b4%80-%ea%b2%80/ #### 제조 AI 도입을 미루는 4가지 오해와 진실 URL: https://saige.ai/blog/manufacturing-ai/%ec%a0%9c%ec%a1%b0-ai-%eb%8f%84%ec%9e%85%ec%9d%84-%eb%af%b8%eb%a3%a8%eb%8a%94-4%ea%b0%80%ec%a7%80-%ec%98%a4%ed%95%b4%ec%99%80-%ec%a7%84%ec%8b%a4/ #### 제조 공장 담당자들이 AI CCTV 도입 비용 견적서를 함께 검토하는 모습 (출처미드저니) URL: https://saige.ai/blog/ai-cctv-manufacturing-cost-guide/%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%9e%a5-%eb%8b%b4%eb%8b%b9%ec%9e%90%eb%93%a4%ec%9d%b4-ai-cctv-%eb%8f%84%ec%9e%85-%eb%b9%84%ec%9a%a9-%ea%b2%ac%ec%a0%81%ec%84%9c%eb%a5%bc-%ed%95%a8%ea%bb%98-%ea%b2%80/ #### 제조 공장 또는 물류센터 화재 모니터링 시스템 AI CCTV가 화재와 연기를 실시간으로 감지하는 모습 URL: https://saige.ai/blog/cctv-fire-detection-system-guide-2/%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%9e%a5-%eb%98%90%eb%8a%94-%eb%ac%bc%eb%a5%98%ec%84%bc%ed%84%b0-%ed%99%94%ec%9e%ac-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%8b%9c%ec%8a%a4%ed%85%9c-ai-cctv%ea%b0%80/ #### 제조 공장 생산 라인에 AI CCTV를 설치하고 시스템을 연동하는 엔지니어 URL: https://saige.ai/blog/ai-cctv-manufacturing-cost-guide/%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%9e%a5-%ec%83%9d%ec%82%b0-%eb%9d%bc%ec%9d%b8%ec%97%90-ai-cctv%eb%a5%bc-%ec%84%a4%ec%b9%98%ed%95%98%ea%b3%a0-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%84-%ec%97%b0%eb%8f%99/ #### 제조 공정 사이클 타임 미세 지연이 월간 2400개 생산 손실로 누적되는 과정을 보여주는 계산 인포그래픽 URL: https://saige.ai/blog/cycle-time-production-loss/%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%a0%95-%ec%82%ac%ec%9d%b4%ed%81%b4-%ed%83%80%ec%9e%84-%eb%af%b8%ec%84%b8-%ec%a7%80%ec%97%b0%ec%9d%b4-%ec%9b%94%ea%b0%84-2400%ea%b0%9c-%ec%83%9d%ec%82%b0-%ec%86%90/ #### 제조 공정별 작업시간과 대기시간 타임라인 분석 다이어그램, 택트 타임 초과 원인 시각화 URL: https://saige.ai/blog/takt-time-management-saige-vims-analysis/%ec%a0%9c%ec%a1%b0-%ea%b3%b5%ec%a0%95%eb%b3%84-%ec%9e%91%ec%97%85%ec%8b%9c%ea%b0%84%ea%b3%bc-%eb%8c%80%ea%b8%b0%ec%8b%9c%ea%b0%84-%ed%83%80%ec%9e%84%eb%9d%bc%ec%9d%b8-%eb%b6%84%ec%84%9d-%eb%8b%a4/ #### 제조 로봇 작업 현장의 3가지 안전 위험 URL: https://saige.ai/blog/robot-workplace-safety-ai-solution/%ec%a0%9c%ec%a1%b0-%eb%a1%9c%eb%b4%87-%ec%9e%91%ec%97%85-%ed%98%84%ec%9e%a5%ec%9d%98-3%ea%b0%80%ec%a7%80-%ec%95%88%ec%a0%84-%ec%9c%84%ed%97%98/ #### 제조 자동화의 다음 단계 - 사이클 분석으로 완성하기 URL: https://saige.ai/blog/manufacturing-automation-cycle-analysis-solution/%ec%a0%9c%ec%a1%b0-%ec%9e%90%eb%8f%99%ed%99%94%ec%9d%98-%eb%8b%a4%ec%9d%8c-%eb%8b%a8%ea%b3%84-%ec%82%ac%ec%9d%b4%ed%81%b4-%eb%b6%84%ec%84%9d%ec%9c%bc%eb%a1%9c-%ec%99%84%ec%84%b1%ed%95%98%ea%b8%b0/ #### 제조 현장에서 가장 빈번한 아차사고 4가지 유형 URL: https://saige.ai/blog/manufacturing-near-miss-accident-ai-prevention/%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-%ea%b0%80%ec%9e%a5-%eb%b9%88%eb%b2%88%ed%95%9c-%ec%95%84%ec%b0%a8%ec%82%ac%ea%b3%a0-4%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95/ #### 제조 현장의 고민을 해결하는 이상탐지 기술 (by. Gemini) URL: https://saige.ai/blog/anomaly-detection-smart-manufacturing/%ec%a0%9c%ec%a1%b0-%ed%98%84%ec%9e%a5%ec%9d%98-%ea%b3%a0%eb%af%bc%ec%9d%84-%ed%95%b4%ea%b2%b0%ed%95%98%eb%8a%94-%ec%9d%b4%ec%83%81%ed%83%90%ec%a7%80-%ea%b8%b0%ec%88%a0-by-gemini/ #### 제조AI를 활용한 지능형 CCTV 설치 사례 (출처 세이지 홈페이지) URL: https://saige.ai/blog/manufacturing-ai/%ec%a0%9c%ec%a1%b0ai%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%9c-%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%ec%84%a4%ec%b9%98-%ec%82%ac%eb%a1%80-%ec%b6%9c%ec%b2%98-%ec%84%b8%ec%9d%b4%ec%a7%80-%ed%99%88%ed%8e%98/ #### 제조업 AI 도입 실패 리스크 — 효과 확인 필요→데이터 필요→도입 선행 필요→실패 시 책임의 순환 구조 다이어그램. 하단 PoC가 이 순환을 끊습니다 메시지 포함. URL: https://saige.ai/blog/manufacturing-poc-ai-equipment-monitoring/%ec%a0%9c%ec%a1%b0%ec%97%85-ai-%eb%8f%84%ec%9e%85-%ec%8b%a4%ed%8c%a8-%eb%a6%ac%ec%8a%a4%ed%81%ac-%ed%9a%a8%ea%b3%bc-%ed%99%95%ec%9d%b8-%ed%95%84%ec%9a%94%e2%86%92%eb%8d%b0%ec%9d%b4%ed%84%b0/ #### 제조업 AI 설비 모니터링 도입 효과 불확실성 — 타사 사례 수치(불량률 30% 감소, OEE 15% 향상, 연 2.4억 절감)와 우리 공장 물음표를 좌우로 나눠 비교한 다이어그램 URL: https://saige.ai/blog/manufacturing-poc-ai-equipment-monitoring/%ec%a0%9c%ec%a1%b0%ec%97%85-ai-%ec%84%a4%eb%b9%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8f%84%ec%9e%85-%ed%9a%a8%ea%b3%bc-%eb%b6%88%ed%99%95%ec%8b%a4%ec%84%b1-%ed%83%80%ec%82%ac-%ec%82%ac/ #### 제조업 경기전망지수 추이, 100 아래의 경우 ‘부정적’으로 전망 (출처 대한상공회의소) URL: https://saige.ai/blog/quality-engineer-2026-skills/%ec%a0%9c%ec%a1%b0%ec%97%85-%ea%b2%bd%ea%b8%b0%ec%a0%84%eb%a7%9d%ec%a7%80%ec%88%98-%ec%b6%94%ec%9d%b4-100-%ec%95%84%eb%9e%98%ec%9d%98-%ea%b2%bd%ec%9a%b0-%eb%b6%80%ec%a0%95%ec%a0%81/ #### 제조업 경기전망지수 추이, 100 아래의 경우 ‘부정적’으로 전망 (출처 대한상공회의소) URL: https://saige.ai/blog/quality-engineer-2026-skills/%ec%a0%9c%ec%a1%b0%ec%97%85-%ea%b2%bd%ea%b8%b0%ec%a0%84%eb%a7%9d%ec%a7%80%ec%88%98-%ec%b6%94%ec%9d%b4-100-%ec%95%84%eb%9e%98%ec%9d%98-%ea%b2%bd%ec%9a%b0-%eb%b6%80%ec%a0%95%ec%a0%81-2/ #### 제조업 비전 AI, 어떻게 도입해야 할까 꼭 확인해야 할 3가지 포인트 URL: https://saige.ai/blog/vision-ai-manufacturing-implementation-guide/%ec%a0%9c%ec%a1%b0%ec%97%85-%eb%b9%84%ec%a0%84-ai-%ec%96%b4%eb%96%bb%ea%b2%8c-%eb%8f%84%ec%9e%85%ed%95%b4%ec%95%bc-%ed%95%a0%ea%b9%8c-%ea%bc%ad-%ed%99%95%ec%9d%b8%ed%95%b4%ec%95%bc-%ed%95%a0-3/ #### 제조업 안전사고 세이지 감지 모니터링 예시_안전모 미착용 URL: https://saige.ai/blog/manufacturing-accidents/%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-%ec%84%b8%ec%9d%b4%ec%a7%80-%ea%b0%90%ec%a7%80-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%98%88%ec%8b%9c_%ec%95%88%ec%a0%84%eb%aa%a8/ #### 제조업 안전사고 세이지 감지 모니터링 예시_차량 협착 URL: https://saige.ai/blog/manufacturing-accidents/%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-%ec%84%b8%ec%9d%b4%ec%a7%80-%ea%b0%90%ec%a7%80-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%98%88%ec%8b%9c_%ec%b0%a8%eb%9f%89-%ed%98%91/ #### 제조업 안전사고 중 60세 이상 산재 사망자 비율 URL: https://saige.ai/blog/manufacturing-accidents/%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-%ec%a4%91-60%ec%84%b8-%ec%9d%b4%ec%83%81-%ec%82%b0%ec%9e%ac-%ec%82%ac%eb%a7%9d%ec%9e%90-%eb%b9%84%ec%9c%a8/ #### 제조업 안전사고_세이지 URL: https://saige.ai/blog/manufacturing-accidents/%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0_%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 제조업 안전사고_세이지 URL: https://saige.ai/blog/manufacturing-accidents/%ec%a0%9c%ec%a1%b0%ec%97%85-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0_%ec%84%b8%ec%9d%b4%ec%a7%80-2/ #### 제조업 협착 재해 시간대별 발생 빈도 - 야간 작업 시 40% 높은 사고율 URL: https://saige.ai/blog/manufacturing-jamchak-disaster-prevention-ai/%ec%a0%9c%ec%a1%b0%ec%97%85-%ed%98%91%ec%b0%a9-%ec%9e%ac%ed%95%b4-%ec%8b%9c%ea%b0%84%eb%8c%80%eb%b3%84-%eb%b0%9c%ec%83%9d-%eb%b9%88%eb%8f%84-%ec%95%bc%ea%b0%84-%ec%9e%91%ec%97%85-%ec%8b%9c-40/ #### 제조업 협착 재해 주요 발생 설비 3가지 - 프레스, 컨베이어, 로봇 협착 사고 유형 비교 URL: https://saige.ai/blog/manufacturing-jamchak-disaster-prevention-ai/%ec%a0%9c%ec%a1%b0%ec%97%85-%ed%98%91%ec%b0%a9-%ec%9e%ac%ed%95%b4-%ec%a3%bc%ec%9a%94-%eb%b0%9c%ec%83%9d-%ec%84%a4%eb%b9%84-3%ea%b0%80%ec%a7%80-%ed%94%84%eb%a0%88%ec%8a%a4-%ec%bb%a8%eb%b2%a0/ #### 제조업생산손실-썸네일 URL: https://saige.ai/blog/production-loss-root-cause-analysis-ai-video/%ec%a0%9c%ec%a1%b0%ec%97%85%ec%83%9d%ec%82%b0%ec%86%90%ec%8b%a4-%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 주차 시 반드시 확인해야 할 안전사고 예방법 3가지 체크리스트 - 기어 위치 확인, 사이드브레이크, 평지 확인을 설명하는 체크리스트 URL: https://saige.ai/blog/bucheon-parking-accident-safety-prevention/%ec%a3%bc%ec%b0%a8-%ec%8b%9c-%eb%b0%98%eb%93%9c%ec%8b%9c-%ed%99%95%ec%9d%b8%ed%95%b4%ec%95%bc-%ed%95%a0-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9%eb%b2%95-3%ea%b0%80%ec%a7%80-%ec%b2%b4/ #### 중국 텐진 항만 폭발사고 사진 URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/%ec%a4%91%ea%b5%ad-%ed%85%90%ec%a7%84-%ed%95%ad%eb%a7%8c-%ed%8f%ad%eb%b0%9c%ec%82%ac%ea%b3%a0-%ec%82%ac%ec%a7%84/ #### 중대재해 범위 내 두 가지 유형 구분 URL: https://saige.ai/blog/major-disaster-scope-sentencing-guidelines-2026/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-%eb%b2%94%ec%9c%84-%eb%82%b4-%eb%91%90-%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95-%ea%b5%ac%eb%b6%84/ #### 중대재해 범위를 결정하는 3가지 법적 기준 – 사망 1명, 부상 2명, 질병 10명 기준 시각화 자료 URL: https://saige.ai/blog/major-disaster-scope-sentencing-guidelines-2026/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-%eb%b2%94%ec%9c%84%eb%a5%bc-%ea%b2%b0%ec%a0%95%ed%95%98%eb%8a%94-3%ea%b0%80%ec%a7%80-%eb%b2%95%ec%a0%81-%ea%b8%b0%ec%a4%80-%ec%82%ac%eb%a7%9d-1%eb%aa%85/ #### 중대재해처벌법 50인 미만 확대, 그런데 사고는 증가했다 URL: https://saige.ai/blog/serious-accident-law-small-business-safety/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-50%ec%9d%b8-%eb%af%b8%eb%a7%8c-%ed%99%95%eb%8c%80-%ea%b7%b8%eb%9f%b0%eb%8d%b0-%ec%82%ac%ea%b3%a0%eb%8a%94-%ec%a6%9d%ea%b0%80%ed%96%88/ #### 중대재해처벌법 대응 매뉴얼, 연도별 추락 사고 사망자 수, 5개년 URL: https://saige.ai/blog/accident-act-response-manual/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91-%eb%a7%a4%eb%89%b4%ec%96%bc-%ec%97%b0%eb%8f%84%eb%b3%84-%ec%b6%94%eb%9d%bd-%ec%82%ac%ea%b3%a0-%ec%82%ac%eb%a7%9d/ #### 중대재해처벌법 대응 매뉴얼에 따른 AI 기반 자동화 프로세스 URL: https://saige.ai/blog/accident-act-response-manual/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%eb%8c%80%ec%9d%91-%eb%a7%a4%eb%89%b4%ec%96%bc%ec%97%90-%eb%94%b0%eb%a5%b8-ai-%ea%b8%b0%eb%b0%98-%ec%9e%90%eb%8f%99%ed%99%94-%ed%94%84/ #### 중대재해처벌법 자율 점검표 핵심 체크리스트 URL: https://saige.ai/blog/accident-act-response-manual/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%ec%9e%90%ec%9c%a8-%ec%a0%90%ea%b2%80%ed%91%9c-%ed%95%b5%ec%8b%ac-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8/ #### 중대재해처벌법 핵심 포인트 URL: https://saige.ai/blog/smart-safety-equipment-types-guide-2026/%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4%ec%b2%98%eb%b2%8c%eb%b2%95-%ed%95%b5%ec%8b%ac-%ed%8f%ac%ec%9d%b8%ed%8a%b8/ #### 중소기업 AI 안전관리 솔루션, 비용이 아니라 보험입니다 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-ai-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b9%84%ec%9a%a9%ec%9d%b4-%ec%95%84%eb%8b%88%eb%9d%bc-%eb%b3%b4%ed%97%98%ec%9e%85%eb%8b%88/ #### 중소기업 안전관리 솔루션 도입 배경 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-%eb%8f%84%ec%9e%85-%eb%b0%b0%ea%b2%bd/ #### 중소기업 안전관리 솔루션 도입 배경 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-%eb%8f%84%ec%9e%85-%eb%b0%b0%ea%b2%bd-2/ #### 중소기업 안전관리 솔루션 비교 4가지 유형과 AI 도입 가이드 2026 URL: https://saige.ai/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b9%84%ea%b5%90-4%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95%ea%b3%bc-ai-%eb%8f%84%ec%9e%85-%ea%b0%80/ #### 중소기업 안전관리 솔루션 비교 4가지 유형과 AI 도입 가이드 2026 URL: https://saige.ai/blog/sme-safety-management-solution-comparison/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b9%84%ea%b5%90-4%ea%b0%80%ec%a7%80-%ec%9c%a0%ed%98%95%ea%b3%bc-ai-%eb%8f%84%ec%9e%85-2/ #### 중소기업_썸네일 URL: https://saige.ai/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85_%ec%8d%b8%eb%84%a4%ec%9d%bc/ #### 지능형 CCTV 세이지 세이프티 적용 가능 산업 URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/%ec%a7%80%eb%8a%a5%ed%98%95-cctv-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%a0%81%ec%9a%a9-%ea%b0%80%eb%8a%a5-%ec%82%b0%ec%97%85/ #### 첨단바이오의약품 제조 과정_세이지 URL: https://saige.ai/blog/advanced-biopharmaceuticals-quality-guide/%ec%b2%a8%eb%8b%a8%eb%b0%94%ec%9d%b4%ec%98%a4%ec%9d%98%ec%95%bd%ed%92%88-%ec%a0%9c%ec%a1%b0-%ea%b3%bc%ec%a0%95_%ec%84%b8%ec%9d%b4%ec%a7%80/ #### 체크리스트 표 이미지화 URL: https://saige.ai/blog/ai-human-detection-system-serious-accident-prevention/%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8-%ed%91%9c-%ec%9d%b4%eb%af%b8%ec%a7%80%ed%99%94/ #### 최근 5년간 화재 발생률 및 재산피해액 변동 추이 URL: https://saige.ai/blog/deeplearning-fire-detection-solution/%ec%b5%9c%ea%b7%bc-5%eb%85%84%ea%b0%84-%ed%99%94%ec%9e%ac-%eb%b0%9c%ec%83%9d%eb%a5%a0-%eb%b0%8f-%ec%9e%ac%ec%82%b0%ed%94%bc%ed%95%b4%ec%95%a1-%eb%b3%80%eb%8f%99-%ec%b6%94%ec%9d%b4/ #### 침입 방지 시스템 도입 전후 비교 URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/%ec%b9%a8%ec%9e%85-%eb%b0%a9%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c-%eb%8f%84%ec%9e%85-%ec%a0%84%ed%9b%84-%eb%b9%84%ea%b5%90/ #### 컨베이어 벨트 사고 반복되는 국내 제조업 AI로 예방하는 방법은 URL: https://saige.ai/blog/%ec%bb%a8%eb%b2%a0%ec%9d%b4%ec%96%b4-%eb%b2%a8%ed%8a%b8-%ec%82%ac%ea%b3%a0-%eb%b0%98%eb%b3%b5%eb%90%98%eb%8a%94-%ea%b5%ad%eb%82%b4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a1%9c-%ec%98%88%eb%b0%a9%ed%95%98/%ec%bb%a8%eb%b2%a0%ec%9d%b4%ec%96%b4-%eb%b2%a8%ed%8a%b8-%ec%82%ac%ea%b3%a0-%eb%b0%98%eb%b3%b5%eb%90%98%eb%8a%94-%ea%b5%ad%eb%82%b4-%ec%a0%9c%ec%a1%b0%ec%97%85-ai%eb%a1%9c-%ec%98%88%eb%b0%a9%ed%95%98/ #### 컨테이너 터미널 안전사고 예방하는 4가지 핵심 관리 전략 URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ed%84%b0%eb%af%b8%eb%84%90-%ec%95%88%ec%a0%84%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9%ed%95%98%eb%8a%94-4%ea%b0%80%ec%a7%80-%ed%95%b5%ec%8b%ac-%ea%b4%80%eb%a6%ac/ #### 컨테이너 터미널 전체 안전 지표를 실시간 모니터링하는 통합 대시보드 URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ed%84%b0%eb%af%b8%eb%84%90-%ec%a0%84%ec%b2%b4-%ec%95%88%ec%a0%84-%ec%a7%80%ed%91%9c%eb%a5%bc-%ec%8b%a4%ec%8b%9c%ea%b0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81/ #### 컨테이너 터미널 항만 노동자 감소와 산업재해 증가 통계 그래프 URL: https://saige.ai/blog/container-terminal-safety-management-guide/%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ed%84%b0%eb%af%b8%eb%84%90-%ed%95%ad%eb%a7%8c-%eb%85%b8%eb%8f%99%ec%9e%90-%ea%b0%90%ec%86%8c%ec%99%80-%ec%82%b0%ec%97%85%ec%9e%ac%ed%95%b4-%ec%a6%9d%ea%b0%80/ #### 클린사업장 조성 사업 안전일터 조성지원 비교표 URL: https://saige.ai/blog/safety-government-subsidy-clean-workplace-guide-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1-%ec%82%ac%ec%97%85-%ec%95%88%ec%a0%84%ec%9d%bc%ed%84%b0-%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90-%eb%b9%84%ea%b5%90%ed%91%9c/ #### 클린사업장 조성 지원사업 전체 구조 고용노동부 안전 관련 정부 지원사업 5개 분야 인포그래픽 URL: https://saige.ai/blog/safety-government-subsidy-clean-workplace-guide-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1-%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ec%a0%84%ec%b2%b4-%ea%b5%ac%ec%a1%b0-%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99%eb%b6%80-%ec%95%88/ #### 클린사업장 조성지원 스마트 안전장비 지원사업 안내 배너 - 최대 4천만원 보조금 지원 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ec%95%88/ #### 클린사업장 조성지원 스마트 안전장비 지원사업 안내 배너 - 최대 4천만원 보조금 지원 URL: https://saige.ai/blog/safety-government-subsidy-clean-workplace-guide-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90-%ec%8a%a4%eb%a7%88%ed%8a%b8-%ec%95%88%ec%a0%84%ec%9e%a5%eb%b9%84-%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ec%95%88-2/ #### 클린사업장 조성지원 신청 제외 대상 체크리스트 - 상호출자제한기업 산재보험료체납 부정수급 중복신청 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90-%ec%8b%a0%ec%b2%ad-%ec%a0%9c%ec%99%b8-%eb%8c%80%ec%83%81-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8-%ec%83%81/ #### 클린사업장 조성지원 지원 - 추가 1천만원 조건 안내 URL: https://saige.ai/blog/clean-workplace-smart-safety-subsidy-2026/%ed%81%b4%eb%a6%b0%ec%82%ac%ec%97%85%ec%9e%a5-%ec%a1%b0%ec%84%b1%ec%a7%80%ec%9b%90-%ec%a7%80%ec%9b%90-%ec%b6%94%ea%b0%80-1%ec%b2%9c%eb%a7%8c%ec%9b%90-%ec%a1%b0%ea%b1%b4-%ec%95%88%eb%82%b4/ #### 타워크레인 사고 제로를 위한 안전관리 가이드ㅣ지능형 CCTV 활용법 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%82%ac%ea%b3%a0-%ec%a0%9c%eb%a1%9c%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c%e3%85%a3%ec%a7%80/ #### 타워크레인 사고 제로를 위한 안전관리 가이드ㅣ지능형 CCTV 활용법 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%82%ac%ea%b3%a0-%ec%a0%9c%eb%a1%9c%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac-%ea%b0%80%ec%9d%b4%eb%93%9c%e3%85%a3%ec%a7%80-2/ #### 타워크레인 사고 주요 통계 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%82%ac%ea%b3%a0-%ec%a3%bc%ec%9a%94-%ed%86%b5%ea%b3%84/ #### 타워크레인 사고 주요 통계 URL: https://saige.ai/blog/tower-crane-accident-prevention-ai-safety/%ed%83%80%ec%9b%8c%ed%81%ac%eb%a0%88%ec%9d%b8-%ec%82%ac%ea%b3%a0-%ec%a3%bc%ec%9a%94-%ed%86%b5%ea%b3%84-2/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-2/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-3/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-4/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-5/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-6/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-7/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-8/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-9/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-10/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-11/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 무단접근 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%ac%b4%eb%8b%a8%ec%a0%91%ea%b7%bc-%ea%b0%90-12/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 사고 대시보드 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%82%ac%ea%b3%a0-%eb%8c%80%ec%8b%9c%eb%b3%b4/ #### 태풍 안전수칙 가이드 - 세이지 세이프티 쓰러짐 감지 URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ea%b0%80%ec%9d%b4%eb%93%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%93%b0%eb%9f%ac%ec%a7%90-%ea%b0%90%ec%a7%80/ #### 태풍 안전수칙 자가 점검 체크리스트 (Made by gemini) URL: https://saige.ai/blog/typhoon-safety-checklist-for-port-workers/%ed%83%9c%ed%92%8d-%ec%95%88%ec%a0%84%ec%88%98%ec%b9%99-%ec%9e%90%ea%b0%80-%ec%a0%90%ea%b2%80-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8-made-by-gemini/ #### 판별이 어려운 용접 중복 상태 URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ed%8c%90%eb%b3%84%ec%9d%b4-%ec%96%b4%eb%a0%a4%ec%9a%b4-%ec%9a%a9%ec%a0%91-%ec%a4%91%eb%b3%b5-%ec%83%81%ed%83%9c/ #### 포스코 이앤씨 사고(50) 포스코 이앤씨 사고로 본 건설 현장 안전관리의 한계와 AI 활용 방안 #### 포장지 인쇄가 진행되는 생산 라인 URL: https://saige.ai/blog/pulmuone-ai-ocr-food-packaging/%ed%8f%ac%ec%9e%a5%ec%a7%80-%ec%9d%b8%ec%87%84%ea%b0%80-%ec%a7%84%ed%96%89%eb%90%98%eb%8a%94-%ec%83%9d%ec%82%b0-%eb%9d%bc%ec%9d%b8/ #### 품질 CSI 업무 효율화를 위한 세이지 세이프티 모바일 앱 기능 URL: https://saige.ai/blog/quality-csi/%ed%92%88%ec%a7%88-csi-%ec%97%85%eb%ac%b4-%ed%9a%a8%ec%9c%a8%ed%99%94%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%aa%a8%eb%b0%94%ec%9d%bc-%ec%95%b1/ #### 품질 엔지니어가 업무하는 장면 URL: https://saige.ai/blog/quality-engineer-2026-skills/%ed%92%88%ec%a7%88-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%ea%b0%80-%ec%97%85%eb%ac%b4%ed%95%98%eb%8a%94-%ec%9e%a5%eb%a9%b4/ #### 품질 이슈를 즉시 알아차리는 제약바이오 AI 출처 freepik URL: https://saige.ai/blog/pharma-ai-quality-inspection/%ed%92%88%ec%a7%88-%ec%9d%b4%ec%8a%88%eb%a5%bc-%ec%a6%89%ec%8b%9c-%ec%95%8c%ec%95%84%ec%b0%a8%eb%a6%ac%eb%8a%94-%ec%a0%9c%ec%95%bd%eb%b0%94%ec%9d%b4%ec%98%a4-ai-%ec%b6%9c%ec%b2%98-freepik/ #### 프레스공정이상감지사례-1 URL: https://saige.ai/case-study/plc-missed-0-16sec-press-anomaly-detection-saige-vims/%ed%94%84%eb%a0%88%ec%8a%a4%ea%b3%b5%ec%a0%95%ec%9d%b4%ec%83%81%ea%b0%90%ec%a7%80%ec%82%ac%eb%a1%80-1/ #### 프레스공정이상감지사례-2 URL: https://saige.ai/case-study/plc-missed-0-16sec-press-anomaly-detection-saige-vims/%ed%94%84%eb%a0%88%ec%8a%a4%ea%b3%b5%ec%a0%95%ec%9d%b4%ec%83%81%ea%b0%90%ec%a7%80%ec%82%ac%eb%a1%80-2/ #### 하인리히 안전 피라미드 법칙 - 중대재해 1건, 경미한 사고 29건, 아차사고 300건 URL: https://saige.ai/blog/manufacturing-near-miss-accident-ai-prevention/%ed%95%98%ec%9d%b8%eb%a6%ac%ed%9e%88-%ec%95%88%ec%a0%84-%ed%94%bc%eb%9d%bc%eb%af%b8%eb%93%9c-%eb%b2%95%ec%b9%99-%ec%a4%91%eb%8c%80%ec%9e%ac%ed%95%b4-1%ea%b1%b4-%ea%b2%bd%eb%af%b8%ed%95%9c-%ec%82%ac/ #### 학습 데이터 부족을 해결하는 세이지 비전의 Defect Generation 기능 (출처 세이지 브로셔) URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ed%95%99%ec%8a%b5-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%b6%80%ec%a1%b1%ec%9d%84-%ed%95%b4%ea%b2%b0%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84%ec%9d%98-defect-generation-%ea%b8%b0/ #### 학습 데이터 부족을 해결하는 세이지 비전의 Defect Generation 기능 (출처 세이지 브로셔) URL: https://saige.ai/blog/welding-inspection-ai-defect-detection/%ed%95%99%ec%8a%b5-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%b6%80%ec%a1%b1%ec%9d%84-%ed%95%b4%ea%b2%b0%ed%95%98%eb%8a%94-%ec%84%b8%ec%9d%b4%ec%a7%80-%eb%b9%84%ec%a0%84%ec%9d%98-defect-generation-%ea%b8%b0-2/ #### 한국 AI 기술 수준 URL: https://saige.ai/blog/ai-korea-technology-industry-application/%ed%95%9c%ea%b5%ad-ai-%ea%b8%b0%ec%88%a0-%ec%88%98%ec%a4%80/ #### 항만 터미널 세이지 세이프티 작동 원리 URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/%ed%95%ad%eb%a7%8c-%ed%84%b0%eb%af%b8%eb%84%90-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%ec%9e%91%eb%8f%99-%ec%9b%90%eb%a6%ac/ #### 항만 터미널 화재 감지를 위한 세이지 세이프티 도입 전후 비교 URL: https://saige.ai/blog/port-terminal-fire-detection-ai-system/%ed%95%ad%eb%a7%8c-%ed%84%b0%eb%af%b8%eb%84%90-%ed%99%94%ec%9e%ac-%ea%b0%90%ec%a7%80%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%84%b8%ec%9d%b4%ec%a7%80-%ec%84%b8%ec%9d%b4%ed%94%84%ed%8b%b0-%eb%8f%84%ec%9e%85/ #### 항만 현장의 안전 관리를 한 단계 업그레이드할 수 있는 세이지 세이프티 URL: https://saige.ai/blog/port-safety-management-fee-ai-solution/%ed%95%ad%eb%a7%8c-%ed%98%84%ec%9e%a5%ec%9d%98-%ec%95%88%ec%a0%84-%ea%b4%80%eb%a6%ac%eb%a5%bc-%ed%95%9c-%eb%8b%a8%ea%b3%84-%ec%97%85%ea%b7%b8%eb%a0%88%ec%9d%b4%eb%93%9c%ed%95%a0-%ec%88%98-%ec%9e%88/ #### 항만안전특별법 시행 3년, AI로 완성하는 자체안전관리계획 URL: https://saige.ai/blog/harbor-safety-act-ai-safety-management/%ed%95%ad%eb%a7%8c%ec%95%88%ec%a0%84%ed%8a%b9%eb%b3%84%eb%b2%95-%ec%8b%9c%ed%96%89-3%eb%85%84-ai%eb%a1%9c-%ec%99%84%ec%84%b1%ed%95%98%eb%8a%94-%ec%9e%90%ec%b2%b4%ec%95%88%ec%a0%84%ea%b4%80%eb%a6%ac/ #### 현장 관리자에게 최적화된 사용자 설정 URL: https://saige.ai/blog/manufacturing-safety-risks-rainy-season/%ed%98%84%ec%9e%a5-%ea%b4%80%eb%a6%ac%ec%9e%90%ec%97%90%ea%b2%8c-%ec%b5%9c%ec%a0%81%ed%99%94%eb%90%9c-%ec%82%ac%ec%9a%a9%ec%9e%90-%ec%84%a4%ec%a0%95/ #### 현장에서 AI 인체 감지 시스템이 지게차와 작업자 간 협착 위험을 실시간으로 감지하고 경고 알림을 표시하는 모습 URL: https://saige.ai/blog/ai-human-detection-system-serious-accident-prevention/%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-ai-%ec%9d%b8%ec%b2%b4-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ec%a7%80%ea%b2%8c%ec%b0%a8%ec%99%80-%ec%9e%91%ec%97%85%ec%9e%90-%ea%b0%84-%ed%98%91/ #### 현장에서 AI 인체 감지 시스템이 지게차와 작업자 간 협착 위험을 실시간으로 감지하고 경고 알림을 표시하는 모습 URL: https://saige.ai/blog/manufacturing-ai-intrusion-fall-detection/%ed%98%84%ec%9e%a5%ec%97%90%ec%84%9c-ai-%ec%9d%b8%ec%b2%b4-%ea%b0%90%ec%a7%80-%ec%8b%9c%ec%8a%a4%ed%85%9c%ec%9d%b4-%ec%a7%80%ea%b2%8c%ec%b0%a8%ec%99%80-%ec%9e%91%ec%97%85%ec%9e%90-%ea%b0%84-2/ #### 협착 재해 사고 예방 체크리스트 URL: https://saige.ai/blog/manufacturing-jamchak-disaster-prevention-ai/%ed%98%91%ec%b0%a9-%ec%9e%ac%ed%95%b4-%ec%82%ac%ea%b3%a0-%ec%98%88%eb%b0%a9-%ec%b2%b4%ed%81%ac%eb%a6%ac%ec%8a%a4%ed%8a%b8/ #### 화장품 제조업 URL: https://saige.ai/blog/vision-ai-manufacturing-implementation-guide/%ed%99%94%ec%9e%a5%ed%92%88-%ec%a0%9c%ec%a1%b0%ec%97%85/ #### 효과적인 AI 모델 운영을 위한 MLOps URL: https://saige.ai/blog/smart-factory-dx-ax-core-technology/%ed%9a%a8%ea%b3%bc%ec%a0%81%ec%9d%b8-ai-%eb%aa%a8%eb%8d%b8-%ec%9a%b4%ec%98%81%ec%9d%84-%ec%9c%84%ed%95%9c-mlops/ #### 효과적인 AI 모델 운영을 위한 MLOps URL: https://saige.ai/blog/smart-factory-5-level-checklist/%ed%9a%a8%ea%b3%bc%ec%a0%81%ec%9d%b8-ai-%eb%aa%a8%eb%8d%b8-%ec%9a%b4%ec%98%81%ec%9d%84-%ec%9c%84%ed%95%9c-mlops-2/ #### 흩어진 신호(감시) vs 사이클 한 축으로 통합(생산 인텔리전스) 대비 다이어그램 URL: https://saige.ai/blog/equipment-monitoring-production-loss/%ed%9d%a9%ec%96%b4%ec%a7%84-%ec%8b%a0%ed%98%b8%ea%b0%90%ec%8b%9c-vs-%ec%82%ac%ec%9d%b4%ed%81%b4-%ed%95%9c-%ec%b6%95%ec%9c%bc%eb%a1%9c-%ed%86%b5%ed%95%a9%ec%83%9d%ec%82%b0-%ec%9d%b8%ed%85%94/ ### Newsroom #### '2025 한국건설·안전박람회'에서 SAIGE를 만나보세요 세이지가 <2025 한국건설·안전박람회>에 참여합니다! <2025 한국건설·안전박람회>는 국내 대표 건설안전 전문 전시회로, 건설 현장의 안전 관리와 재해 예방을 위한 최신 기술과 혁신 솔루션을 한 자리에서 만나볼 수 있는 전문 전시회입니다. AI, IoT, 빅데이터 등 첨단 기술이 접목된 스마트 안전 관리 시스템부터 차세대 건설 안전 장비까지, 건설 안전 분야 전반의 글로벌 트렌드를 직접 확인할 수 있으며, 새롭게 출시되는 안전 혁신 기술과 모니터링 솔루션을 가장 먼저 경험할 수 있으니 많은 관심과 참여 부탁드립니다! 📌전시회 정보 행사명: 2025 한국건설·안전박람회 기간: 2025년 9월 17일 (수) ~ 19일 (금) 장소: 킨텍스 제1전시장 3홀 부스: 3Q71 © SAIGE All Rights Reserved. #### 'AW 2026'에서 세이지를 만나보세요 세이지가 <AW 2026 (2026 스마트공장·자동화산업전)>에 참가합니다! <AW 2026>는 아시아를 대표하는 스마트공장·자동화 산업 전문 전시회로, 제조 산업의 디지털 전환과 자동화 기술 트렌드를 한 자리에서 만나볼 수 있는 대규모 산업 전시회입니다. 세이지는 이번 전시에서 AI 기반 품질 검사 솔루션 ‘세이지 비전(SAIGE VISION)’, 생산성 효율 극대화를 위한 사이클 분석 솔루션 ‘세이지 빔스(SAIGE VIMS)’, 산업 현장 안전 강화를 위한 ‘세이지 세이프티(SAIGE SAFETY)’를 선보일 예정입니다. AI, 머신비전, 공정 데이터 분석 기술을 기반으로 한 세이지의 솔루션을 통해 품질 혁신, 생산성 향상, 산업 안전까지 아우르는 스마트 제조 혁신 사례와 실제 데모를 직접 경험하실 수 있으니 많은 관심과 방문 부탁드립니다. 📌 전시회 정보 행사명: AW 2026 (2026 스마트공장·자동화산업전) 기간: 2026년 3월 4일(수) ~ 6일(금), 3일간 장소: 서울 코엑스 부스 위치: C홀 C248 #### 'KPCAshow 2025'에서 SAIGE를 만나보세요 세이지가 <KPCAshow 2025>에 참가합니다! <KPCAshow 2025> 는 국내 최대 규모의 PCB 및 첨단 반도체 패키징 산업전으로, 전자부품 제조업계의 최신 기술과 혁신 솔루션을 한 자리에서 만나볼 수 있는 전문 전시회입니다. AI, IoT 등 4차 산업혁명 기술과 결합된 스마트 제조 솔루션부터 차세대 반도체 패키징 기술까지, PCB 산업 전반의 글로벌 트렌드를 직접 확인할 수 있으며, 새롭게 출시되는 제조 혁신 기술과 품질 검사 솔루션을 가장 먼저 경험할 수 있으니 많은 관심과 참여 부탁드립니다! 📌전시회 정보 행사명: KPCAshow 2025 (PCB 및 첨단 반도체 패키징 산업전) 기간: 2025년 9월 3일(수) ~ 5일(금), 3일간 장소: 인천 송도컨벤시아 부스: M301 © SAIGE All Rights Reserved. #### 'VISION 2024'에서 SAIGE를 만나보세요. SAIGE(세이지)가 <VISION 2024>에 참가합니다. SAIGE가 세계 최고의 머신 비전 무역 박람회인 <VISION 2024>에 참가합니다. SAIGE의 주요 제품인 딥러닝 기반 머신 비전 'SAIGE VISION'의 혁신적인 기능과 관련 솔루션을 만나보세요. <VISION 2024> Date: 8 - 10 Oct 2024 Place: Messe Stuttgart Booth: 10hall 10H40 Organiser: Landesmesse Stuttgart GmbH & Co. KG #### '세계 보안 엑스포 2025' 에서 SAIGE를 만나보세요. SAIGE(세이지)가 에 참가합니다. <세계 보안 엑스포 2025>에 세이지가 참여합니다!세계 보안 엑스포는 국내에서 유일하게 물리보안과 사이버보안 솔루션을 한 자리에서 경험할 수 있는 아시아 최대 규모의 통합 보안 전시회입니다. 인공지능, 빅데이터 등 최신 IT 환경 변화에 따른 보안 분야 전반의 글로벌 트렌드를 한 자리에서 직접 확인할 수 있으며, 새롭게 출시되는 보안 신제품과 신기술을 가장 먼저 경험할 수 있으니 많은 관심과 참여 부탁드립니다! SECON 2025 행사명: 세계 보안 엑스포 2025 기간: 2025년 3월 19일(수) ~ 21일(금), 3일간 장소: KINTEX 제1전시장 3 ~ 5홀 부스: 4홀 K167 #### '스마트공장 자동화 산업전 2025' 에서 SAIGE를 만나보세요. SAIGE(세이지)가 <AW2025>에 참가합니다. 2025년 3월 12일부터 14일까지 코엑스에서 개최되는 아시아 대표 스마트공장, 자동화 산업전 2025에 세이지가 참여합니다! 이번 전시회에서 세이지는 제조 현장에 최적화된 AI 기반 머신비전 솔루션 세이지 비전(SAIGE VISION), AI 기반 제조 공정 모니터링 솔루션 세이지 빔스(SAIGE VIMS), AI 기반 안전 모니터링 솔루션 세이지 세이프티(SAIGE SAFETY) 등의 AI 기반 솔루션 3종을 중심으로 최신 기술을 선보일 예정입니다. AW2025 행사명: 스마트 공장 자동화 산업전 2025 기간: 2025년 3월 12일(수) ~ 14일(금), 3일간 장소: 코엑스 부스: C홀 C750 #### '한국 건설안전 박람회 2024'에서 SAIGE를 만나보세요. SAIGE(세이지)가 <한국 건설안전 박람회 2024>에 참가합니다. 2024년 10월 16일부터 18일까지 킨텍스 제1전시장에서 개최되는 이번 박람회는 국내 유일의 건설안전 전문 전시회로, 건설안전 업계를 선도하는 기관 및 단체들이 전시 및 컨퍼런스를 진행합니다. 이번 전시회에서는 AI 및 ICT 스마트 건설 기술을 소개하여, 현장사고를 비롯한 중대재해와 시민 재해를 예방하고 시설 안전을 강화할 수 있는 첨단 솔루션들을 선보일 예정입니다. 세이지는 이번 박람회에서 인공지능 기반의 안전 모니터링 솔루션 ‘SAIGE SAFETY’ 를 공개할 예정입니다. 한국 건설안전 박람회 2024 행사명: 한국 건설안전 박람회 2024 기간: 2024년 10월 16일(수) ~ 18일(금), 3일간 장소: KINTEX 제1전시장 4홀 부스: KC31 #### ‘제 12회 부산국제기계대전’에서 SAIGE를 만나보세요 세이지가 <제 12회 부산국제기계대전>에 참여합니다! <2025 부산국제기계대전>은 국내 대표 기계산업 전문 전시회로, 제조업 현장의 스마트화와 자동화를 위한 최신 기술과 혁신 솔루션을 한 자리에서 만나볼 수 있는 전문 전시회입니다. AI, IoT, 빅데이터 등 첨단 기술이 접목된 스마트 팩토리 솔루션부터 차세대 제조 장비까지, 기계산업 전반의 글로벌 트렌드를 직접 확인할 수 있으며, 새롭게 출시되는 제조 혁신 기술과 품질 관리 솔루션을 가장 먼저 경험할 수 있으니 많은 관심과 참여 부탁드립니다! 📌전시회 정보 행사명: 제 12회 부산국제기계대전 (BUTECH 2025) 기간: 2025년 5월 20일 (화) ~ 23일 (금) 장소: 벡스코 제2전시장 부스: Y-17 #### "AI 불량검사로 중소 제조업 도약 이끌것" 기사 전문: https://www.mk.co.kr/news/society/11504392 #### "AI로 제조업 품질↑"…세이지, '글로벌 ICT 미래 유니콘' 선정 산업 AX(인공지능 전환) 기업 세이지가 과학기술정보통신부의 '글로벌 ICT 미래 유니콘 육성사업(ICT GROWTH)'에 선정됐다고 11일 밝혔다. 이 사업은 글로벌 성장 잠재력이 높은 디지털 기업을 대상으로 해외 액셀러레이팅, 투자유치, 보증 등을 지원한다. 정보통신산업진흥원(NIPA)이 사업을 수행하며 올해 예산은 24억원 규모다. 지원 대상은 AI·AX를 포함한 ICT 융복합 분야 기업으로, 최근 3년간 매출액 연평균 20% 이상 성장 또는 20억원 이상 투자유치 실적을 갖춰야 한다. 지난 3년간 ICT GROWTH에 선정된 45개 기업은 지난해 총 매출 2985억원, 누적 투자유치 4872억원의 성과를 거뒀다. 올해 공모에는 49개 기업이 지원해 15개사가 최종 선정됐다. 세이지는 비전 AI 기반 제조 자동화 솔루션과 자율 제조 에이전틱 AI(Agentic AI) 기술력을 바탕으로 기술력과 글로벌 성장 가능성을 인정받았다. 이지는 AI 기반 품질검사 솔루션 '세이지 비전', 생산관리 솔루션 '세이지 빔스', 산업현장 모니터링 솔루션 '세이지 세이프티' 등을 운영한다. 중소벤처기업부의 '초격차 스타트업 1000+ 프로젝트'와 산업통상자원부의 '산업융합 혁신품목'에도 선정된 바 있다. 그동안 삼성SDI(550,000원 ▲1,000 +0.18%)와 LG에너지솔루션(416,000원 ▲5,500 +1.34%) 등 국내외 주요 제조기업에 AI 기반 품질검사 솔루션을 공급하며 기술력을 검증해 왔다. 이번 선정을 계기로 글로벌 시장 진출을 본격 확대할 계획이다. 홍영석 세이지 대표는 "ICT GROWTH 선정은 세이지의 비전 AI 기술력과 글로벌 성장 잠재력을 인정받은 결과"라며 "제조 현장의 AI 전환을 선도하는 글로벌 기업으로 도약하겠다"고 말했다. 기사전문: https://www.mt.co.kr/future/2026/06/11/2026061116401014334 #### "건설 안전 DX 선도"… 세이지, 2025 한국건설안전박람회 참가 세이지 "건설 현장 안전 관리의 패러다임을 바꿀 것" 산업 특화 비전 AI 전문기업 세이지(SAIGE, 공동대표 박종우·홍영석)가 오는 9월 17일(수)부터 19일(금)까지 3일간 고양 킨텍스 제1전시장에서 개최되는 '2025 한국건설안전박람회(K-CONSAFETYEXPO)'에 참가한다고 밝혔다. 세이지는 이번 전시회에서 AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 중심으로 건설 현장의 안전 관리 혁신을 위한 첨단 기술을 선보일 예정이다. 세이지 세이프티는 기존 CCTV 카메라를 활용하여 건설 현장의 다양한 위험 상황을 실시간으로 감지하는 AI 기반 지능형 안전 모니터링 솔루션이다. 주요 감지 기능으로는 ▲작업자 안전모 미착용 ▲위험구역 침입 ▲중장비 접근 경고 ▲작업자 쓰러짐 감지 ▲화재·연기 감지 등 건설 현장에서 발생할 수 있는 대부분의 안전사고를 사전에 예방할 수 있다. 특히 복잡한 하드웨어 구성 없이도 기존 CCTV 인프라를 활용하여 즉시 도입이 가능하며, 다수의 현장을 통합 관제할 수 있는 실시간 모니터링 시스템을 제공한다. 세이지 세이프티는 한국인터넷진흥원(KISA)의 지능형 CCTV 성능 시험인증에서 '배회', '침입', '쓰러짐', '방화' 등 4개 항목의 인증을 획득했다. 이는 AI 기반 안전 감지 시스템의 객관적 성능을 공식적으로 입증한 것으로, 건설 현장에 바로 적용 가능한 기술적 신뢰성을 확보했음을 의미한다. 또한 중소벤처기업부 주관 '기술개발제품 시범구매제도'에 선정되어 전국 550여 개 공공기관을 대상으로 시범 구매 서비스를 진행하고 있으며, 지난해 12월 산업통상자원부로부터 '산업융합 혁신품목'으로 선정되는 등 공공부문에서의 기술력을 공식적으로 인정받고 있다. 세이지 마케팅 부문 이성우 이사는 "건설 현장의 안전 관리는 여전히 인력 의존적인 전통적 방식에 머물러 있어 중대재해 예방에 한계가 있었다"며 "세이지 세이프티는 AI 기술을 통해 24시간 실시간 모니터링이 가능하고, 위험 상황 발생 시 즉각적인 알림을 통해 선제적 대응을 할 수 있어 건설 현장 안전 관리의 패러다임을 바꿀 것"이라고 말했다. 이어 "이번 한국건설안전박람회 참가를 통해 건설업계 관계자들에게 AI 기반 스마트 안전 관리 시스템의 실효성을 직접 보여드리고, 건설 현장의 안전 수준을 한 단계 끌어올리는 디지털 전환의 파트너가 되겠다"고 덧붙였다. 세이지는 2017년 설립 이후 AI 기반 머신 비전 솔루션으로 출발하여 현재는 제조업 품질 검사를 위한 '세이지 비전(SAIGE VISION)', 제조 공정 모니터링을 위한 '세이지 빔스(SAIGE VIMS)', 그리고 안전 모니터링을 위한 '세이지 세이프티(SAIGE SAFETY)' 등 포괄적인 AI 솔루션 포트폴리오를 구축했다. 특히 삼성SDI, LG에너지솔루션 등 글로벌 기업의 품질 검사를 담당하며 배터리와 반도체 등 첨단 제조업 분야에서 검증된 기술력을 바탕으로, 건설·안전 분야로 사업 영역을 확장하고 있다. 올해 미국에서 개최된 Automate 전시회에서는 Vision Systems Design의 '2025 Innovators Awards'를 수상하며 해외에서도 기술력을 인정받은 바 있다. 기사 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202509160477&t=NN #### [AM리더스클럽19] 세이지 박종우 대표, “가장 큰 AI 임팩트, 제조업에서 온다” [인더스트리뉴스 최종윤 기자] “아직까지 인공지능(AI)은 생각보다 손이 많이 가는 기술입니다. 중견·중소기업에서는 일단 작게 시작해 성과를 검증하고, 이를 확장해 나가는 방식으로 추진하는 것이 좋습니다. 유의미한 성과를 바탕으로 품질검사, 공정개선, 안전관리 등 공장 전반의 인공지능 전환을 추진해야 합니다.” 산업 특화 AI 머신비전 전문기업 세이지(SAIGE)의 박종우 대표가 중견·중소기업에 AI 적용 방식에 대해 이렇게 조언했다. 전 산업군에 AI 열풍이 불며, 디지털 전환을 넘어 인공지능 전환(AX)이 기술 트렌드가 되고 있다. 단순히 활용 수준을 넘어 산업의 근본적 패러다임을 바꾸고 있는 추세다. 활용 및 도입 여부가 기업의 경쟁력에 직결되면서, 중견·중소기업도 더이상 늦출 수 없는 과제가 됐다. 박종우 대표는 “그간 제조업 분야에서 디지털화는 다소 늦었다는 평가가 많았지만, AI는 빠르게 제조업에 적용·확산될 것으로 예상한다”면서, “제조업은 AI가 해결할 문제와 목표가 명확하기 때문”이라고 말했다. 이어 박 대표는 “AI 적용에 따른 임팩트도 제조업에서 가장 크게 올 것으로 보인다”며, “이미 큰 웨이브는 시작됐다”고 진단했다. 박종우 대표는 산업용 AI 분야에서 풍부한 경험과 비전을 바탕으로 세이지를 이끌고 있는 창업자 겸 CEO다. 전기·컴퓨터공학과 응용수학을 전공했으며, 서울대학교 로봇자동화연구실에서 오랜 기간 로봇 운동 제어와 최적화 문제를 탐구해온 석학이다. 세이지는 박종우 대표가 연구실 내 석박사들과 함께 창업했다. 사명에는 ‘현명함(SAGE)’과 인공지능(AI)의 결합이 담겼고, ‘AI that works’라는 슬로건에서 보듯 현장에서 실질적으로 성과를 내는 AI를 개발하겠다고 목표를 잡았다. 세이지의 핵심 기술력은 검사와 품질 관리, 공정 모니터링, 안전 관리를 아우르는 토털 산업 AI 플랫폼이다. 딥러닝 기반 비전 검사 플랫폼인 ‘SAIGE VISION’은 비정형 결함 검출을 위한 Auto/Quick Label, 이미지 향상(Image Enhancement), OCR 인식, 이상 탐지를 지원해 검사 성능을 높였다. 공정 데이터를 정밀히 수집·분석해 효율을 높이는 ‘SAIGE VIMS’, 산업 현장 안전을 위한 CCTV 기반 지능형 안전 모니터링 플랫폼 SAIGE SAFETY 역시 주요 솔루션이다. 현재 전자, 반도체, 디스플레이, 이차전지, 자동차, 바이오, 식음료 등 다양한 산업군에서 쓰이며 품질 검사 문제를 해결하고 있다. 기술력을 인정받아 중소벤처기업부의 ‘2025 초격차 스타트업 1000+ 프로젝트(AI·빅데이터 분야)’에 선정됐고, TTA GS 1등급 인증과 KISA 성능 인증도 받았다. 미국 Vision Systems Design의 ‘Innovators Awards’ 등 국내외 수상도 이어졌다. 또 중국 선전에 해외 법인을 세우고 유럽 VISION 2024, 북미 Automate 등 글로벌 전시회에도 참여하는 등 해외 진출의 발판을 넓히고 있다. 이번 본지와의 인터뷰를 통해 박 대표는 “AI로 성과를 내기 위해선 바텀업(Bottom-up) 방식, 즉 현장을 가장 잘 이해하고 시행착오를 줄여나가는 개발이 중요하다”고 강조했다. 세이지는 창업 초기 AI의 불확실성과 산업 현장 도입의 어려움을 겪으며 검사 성능을 점진적으로 끌어올리는 체계를 확립해왔다. 세이지의 솔루션에는 박 대표의 전기·컴퓨터공학, 응용수학, 30여년의 로봇운동 최적화 연구 경력이 녹아들어 있다. 세이지 솔루션의 완성도를 업력으로만 평가할 수 없는 이유다. 마지막으로 박 대표는 “AI 도입은 이제 미룰 수 없는 필수 과제”라며, “문제 정의를 시작으로 체계적으로 준비해 가면 경쟁력을 한층 끌어올릴 수 있을 것”이라고 강조했다. 다음은 세이지 박종우 대표와의 일문일답. 세이지를 소개한다면? 세이지는 2017년 서울대학교 로봇자동화연구실에서 함께 있던 석박사 제자들과 공동 창업한 산업 특화 AI 머신비전 전문기업이다. 사명인 ‘SAIGE’에는 ‘현명함(SAGE)’과 인공지능(AI)을 결합해 현장 문제를 지혜롭게 해결한다는 뜻이 담겨 있다. 산업 현장에 실제로 작동하는 AI를 제공하겠다는 미션으로, 단순히 트렌드를 좇기보다는 실제 공장에서 성과를 내기 위해 끊임없는 연구와 시행착오를 거듭해 왔다. 현재는 검사, 품질 관리, 공정 모니터링, 안전 관리를 아우르는 AI 플랫폼을 개발하고 있다. 구체적으로 솔루션 소개 부탁한다. 그동안 딥러닝 기반 머신비전, 공정 모니터링, 산업 안전 모니터링의 3대 축으로 솔루션 포트폴리오를 확장해 왔다. 먼저, ‘SAIGE VISION’은 딥러닝 머신비전 플랫폼으로 기존 룰 기반 모델의 한계를 넘어 비정형 결함도 자동 감지하며, Auto/Quick Label과 이미지 향상(Image Enhancement), 이상 탐지(Anomaly Detection), OCR 문자 인식 기능까지 통합된 토탈 검사툴을 제공한다. SAIGE VIMS는 공정을 실시간으로 분석하는 인공지능 기반 공정 모니터링 시스템으로 공정 흐름의 이상 징후를 검출하고 생산라인 효율을 높인다. SAIGE SAFETY는 산업 현장의 보안·안전 위험 요소를 실시간으로 감지하는 안전 모니터링 시스템으로 안전모 착용 여부, 화재·연기 감지, 접근금지구역 침입 등을 감시하며, 현재 전국 주요 공장에 적용됐다. 국내외에서 기술력을 인정받고 있다. 우리 기술력이 점차 인정받고 있다는 데 큰 자부심을 느낀다. 우선 중소벤처기업부의 ‘2025 초격차 스타트업 1000+ 프로젝트(AI·빅데이터 분야)’에 선정돼 국가 차원에서 육성받고 있다. 소프트웨어 품질 부문에선 TTA GS 인증 1등급을 받았고, 산업 안전 부문에선 KISA 성능 인증을 획득해 신뢰성을 높였다. 또 최근 미국 Vision Systems Design에서 수여하는 ‘2025 Innovators Awards’를 수상해, 해외 비전 분야에서도 기술을 인정받았다. 이런 성과들은 고객사들이 안심하고 저희 솔루션을 도입할 수 있는 기반이 되고 있다. AI 기술 개발 초기에 어려움은 없었나? 당연히 어려움이 많았다. 초창기만 해도 제조업체에서 AI를 도입하는 건 낯선 일이었고, ‘정말 현장에 도움이 될 수 있나’라는 의구심이 컸다. 특히 검사 영역은 정량적 검사 기준만 맞춰서는 부족하고, 오랜 경력을 가진 작업자의 정성적 판단까지 담아내야 해서 시행착오가 있었다. 결함 데이터를 모으기도 힘들고, 오검출 문제를 줄이는 데 오랜 기간 집중해야 했다. 수많은 국내외 공장을 돌아다니며, 현장 엔지니어분들과 함께 한땀 한땀 튜닝하고, 문제를 해결해 나가는 과정을 거쳤다. 그런 바텀업(Bottom-up) 방식의 개발 덕분에 검사 성능을 안정화할 수 있었다고 본다. 산업 현장에 AI 도입 시 강조하는 부분이 있다면? 바텀업(Bottom-up) 방식이 가장 중요하다고 생각한다. 트렌드를 좇아가며 AI를 무작정 도입하기보단, 현재 현장에 있는 문제 하나를 해결하는 데 집중하는 것이다. 검사 문제 하나부터 시작해서 성과를 내고, 이를 바탕으로 공정 모니터링, 품질 관리, 안전 관리로 넓히며 확장해 나가면 고객 입장에서도 리스크를 줄일 수 있다. 예를 들면 검사 소프트웨어를 도입한 후 오검출을 줄이고 검사 정확도를 높이는 데 집중하다 보면 공정에서의 낭비나 품질 문제를 찾을 수 있고, 안전 환경까지 체계적으로 확장할 수 있다. 다른 AI 기업들과 비교했을 때, 세이지만의 차별점은? 세이지의 가장 큰 차별점은 현장 이해와 유연한 협업 방식이라고 생각한다. 화려한 기술만 내세우기보단, 산업 현장마다 다른 문제를 세심히 파악하고 이를 고객과 함께 해결한다는 점에서 다르다. 또 내부적으로도 위계보다는 소통을 강조하고, 엔지니어들이 자유롭게 의견을 나누며 개선점을 찾아가는 조직 문화를 중요하게 여긴다. 이런 방식이 오히려 빠르게 변하는 AI 트렌드에도 흔들리지 않고, 고객에게 꼭 맞춘 솔루션을 지속적으로 제공할 수 있는 힘이 되고 있다. ‘일하기 좋은 기업’으로 유명한데, 조직 문화가 궁금하다. 수직적인 구조보다 수평적인 소통을 지향하고 있다. 사무실에서도 자유롭게 대화를 나누고, 축구나 공연 같은 취미를 함께 즐기며 자연스럽게 교류한다. 트렌드를 파악하거나 새로운 아이디어를 얻을 때도, 이렇게 구성원들과 자유롭게 소통하는 시간이 큰 도움이 된다. 늘 배우려는 자세, 열려 있는 마음을 바탕으로 기술을 고도화하고 산업 현장에 적합한 방향을 잡으려 하고 있다. 향후 세이지의 비전은? 검사 소프트웨어에서 나아가 산업 AI 토털 플랫폼을 완성하는 것이 목표다. 단순히 검사만 잘하는 소프트웨어가 아니라, 검사-공정-안전 전반을 아우르며 데이터를 체계적으로 수집, 분석해 고객사의 품질과 생산성을 높이는 플랫폼을 만드는 데 집중하고 있다. 이를 위해 현재의 검사, 공정, 안전 분야 기술을 더욱 고도화하고, AI 엔진을 최신 트렌드에 맞춰 유연히 수용할 준비를 하고 있다. 또한 국내에서 쌓은 경험을 바탕으로 중국 선전의 법인과 유럽 VISION, 북미 Automate 전시회 참여 등 글로벌 시장에도 적극적으로 문을 두드리고 있다. 마지막으로 하고 싶은 말이 있다면? AI 도입은 이제 미룰 수 없는 필수 과제라고 생각한다. 한 번에 큰 변화를 주기보단, 작은 문제를 정의하고 한 단계씩 확장해 나가는 것이 중요하다. 그리고 이를 믿고 함께할 수 있는 파트너를 찾는 것도 필요하다. 세이지 또한 현장과 함께 성장하면서 검사부터 공정, 안전까지 아우르는 산업 AI를 발전시키기 위해 끊임없이 연구하고 있으니, 많은 관심과 협업을 부탁한다. 세이지는 검사 소프트웨어에서 나아가 산업 AI 토털 플랫폼을 완성하는 것이 목표다 평소 건강관리는? 지금 대학에서 교수 축구단 단장이다. 매주 훈련도 하고 시합도 나간다. 농구도 종종 한다. 팀 스포츠를 좋아한다. 48시간 자유시간이 주어진다면? 조금 짧은 시간 같지만, 1박2일 정도 여행을 갈 것 같다. 평상시에도 여행을 좋아해 즐겨 가는 편이다. 평상시 직원들과의 소통은? 우리 회사가 워낙 수평적이라 일상에서 편하게 소통한다. 대표라고 자리가 별도로 있는 것도 아니고 직원들과 같은 공간에 있다. 쉽게 언제든지 와서 소통할 수 있는 구조다. 추천해 줄만한 영화나 책이 있다면? 넷플릭스도 즐겨보는 편이고, 영화는 장르 가리지 않고 좋아한다. 갑자기 추천해줄 만한 영화는 떠오르지 않는데(웃음)... 특별히 라이브 음악을 좋아해 공연장에 자주 가는 편이다. 개인적으로 하루 중 소중한 시간이 있다면? 별도로 없고, 그냥 자연스럽게 사람들과 소통하고 교류하는 일과가 즐겁다. 제가 조금 비정상인가요? 기사전문: https://www.fajournal.com/news/articleView.html?idxno=16648 #### [Y30s RISING AI LEADERS] 홍영석(38) 세이지 대표 AI로 만드는 결함·안전사고 제로 현장 제조업에서 품질검사는 오랫동안 숙련자의 육안에 의존해왔다. 그러나 결함 데이터 부족과 사람의 한계는 산업 혁신을 가로막는 걸림돌이었다. 홍영석 세이지 대표는 2019년 AI 기반 머신비전 솔루션 출시를 시작으로, 기존의 육안 검사 방식을 혁신적으로 자동화하는 데 성공했다. AI 기반 산업안전 모니터링 솔루션 ‘SAIGE SAFETY’를 개발해 결함 검출 정확도를 획기적으로 끌어올렸다. 삼성SDI, LG에너지솔루션, SK온, 한화솔루션, LS전선 등 국내 주요 대기업과 중견기업들에 AI 기반 머신비전 솔루션을 공급했다.  더 나아가 건설·항만·물류·제조 등 다양한 산업에서 안전 모니터링까지 영역을 확장했다. 작업자 검출, 안전장비 착용 상태 확인, 화재·연기 감지, 작업자 쓰러짐, 중장비 협착 등을 높은 정확도로 감지할 수 있다.  홍 대표는 “특히 CCTV 영상에서 객체 간 거리 정보를 추출하는 기술(Depth Map)은 우리만의 독창적인 기술력이라고 자부한다”고 강조했다. 이 기술을 기반으로 CCTV 영상만으로 중장비와 작업자 간 충돌 위험을 사전에 예측할 수 있게 됐다.  홍 대표는 서울대 기계공학부에서 학사를 마치고, 동 대학원 로봇자동화연구실에서 박사과정을 4년 정도 진행하던 중 세이지를 창업했다.  “AI 기술을 제조업 비전 검사에 적용하면서 가장 큰 난제는 결함 데이터 부족이었습니다. 제조 현장에서 결함 검출 정확도에 대한 요구는 극도로 높지만, 실제로 학습에 활용할 수 있는 결함 데이터는 턱없이 부족한 상황이었죠.”  이 대표는 이를 해결하기 위해 세 가지 창의적 접근을 시도했다. 첫째, 소수의 결함 데이터로도 높은 정확도를 달성할 수 있는 집중 학습 알고리즘을 개발했다. 둘째, 부족한 결함 이미지를 가상으로 생성하는 ‘결함 이미지 생성(Defect Generation)’ 기술을 구현했다. 셋째, 정상 이미지 학습만으로 비정상 데이터를 구분하는 ‘이미지 이상 감지(Image Anomaly Detection)’ 알고리즘을 고도화했다. 창업 8년 차인 그는 기술 연구자에서 기업가로 변모하며, ‘산업 AI 표준’을 제시하는 것을 목표로 삼았다. 특히 산업별로 특화된 문제들을 해결하며 사업 영역을 확대할 계획이다. 이를 통해 다양한 산업 도메인에서 노하우와 레퍼런스를 축적하고 글로벌 시장으로 나가겠다는 포부를 밝혔다.  기사 전문: https://www.forbeskorea.co.kr/news/articleView.html?idxno=400595 #### [더AI 유니콘] 비전 AI와 운영 자율화로 ‘AX 기업’ 선언한 세이지 AI 비전검사 솔루션으로 중소 제조기업의 AI 도입 장벽 낮춰머신비전 키트와 클라우드·MLOps 전략으로 비즈니스 확장운영 자율화까지 아우르는 산업 AX 기업으로의 전환 선언 제조업 현장에서 AI 도입이 빠르게 확산하는 추세지만, 여전히 높은 진입 장벽은 해결 과제로 남아 있다. 특히 중소 제조기업의 경우 고가의 설비 교체와 시스템 구축에 따른 초기 투자 비용 부담으로 AI 기반 검사 시스템 도입을 망설이는 사례가 적지 않다. 이런 상황에서 별도 대규모 인프라 투자 없이도 적용 가능한 AI 비전검사 솔루션을 주력으로 내세운 세이지가 대안으로 부상하고 있다. 세이지는 기존 생산 라인에 AI를 접목해 품질 검사 자동화의 문턱을 낮추며, 제조 현장의 디지털 전환을 현실적인 선택지로 만들고 있다.  ◇ 세이지의 머신비전 대중화 전략은? 세이지는 2019년 설립 이후 삼성SDI, SK온 등 대기업을 중심으로 비전검사 솔루션을 공급하며 성장해 왔다. 홍영석 세이지 대표는 “2026년부터는 비전 AI 기업에서 산업 자동화(AX) 기업으로 전환하겠다”며 새로운 비전을 제시했다. 세이지는 현재 ‘세이지 비전(Vision)’, ‘세이지 빔스(VIMS)’, ‘세이지 세이프티(Safety)’ 세 가지 솔루션을 운영 중이며, 여기에 운영 자동화 솔루션을 추가할 계획이다. 특히 중소기업을 겨냥한 저가형 머신비전 키트 개발과 클라우드 기반 서비스 제공을 통해 시장 확대에 나선다는 전략이다.  세이지는 지난 2024년을 기점으로 이차전지 산업에 집중됐던 비즈니스 구조를 개편했다. 홍영석 대표는 “세이지 비전의 도메인을 다각화하고, 세이지 빔스와 세이프티라는 새로운 솔루션의 사업화에 집중하기로 했다”고 말했다. 조직 구조도 기능 중심에서 사업부 중심으로 전환했다. 세이지 비전 사업부와 모니터링 사업부로 분리하고, 각 사업부에 영업·사업개발·제품·연구 기능을 모두 배치해 독립적으로 운영하도록 했다. 이러한 변화는 2025년 성과로 이어졌다. 홍영석 대표는 “우리는 2025년에 상당 수준의 매출을 달성했다. 무엇보다 기존에 매출 비중이 높았던 세이지 비전은 차치하더라도, 세이지 빔스와 세이프티에서 괄목할 만한 성장이 있었다”며 사업 다각화의 성과를 입증했다.  세이지가 주력으로 다루는 AI 기반 머신비전 시장은 아직 초기 단계다. 홍영석 대표는 “AI 기반 머신비전 솔루션 시장을 이차전지 산업과 비슷한 캐즘 상태로 보고 있다”며 시장 현황을 진단했다. 홍 대표는 “현재 AI 머신비전은 반도체, 디스플레이, 이차전지, PCB 같은 고부가가치 B2B 제조업에서만 주로 사용되고 있다”고 덧붙였다. 이러한 캐즘 원인 중 하나는 가격이다. 홍 대표는 “AI 머신비전도 중소기업이 도입할 수 있을 정도로 가격이 낮아져야 널리 확산할 것으로 예상한다”고 말했다. 특히 광학계 장비, PC를 아우르는 설비비, 인건비가 전체 비용의 대부분을 차지한다고 덧붙였다. 이와 더불어 시도해본 적 없는 새로운 기술에 대한 두려움도 의사결정을 지연하는 요인으로 지적했다.  세이지는 중소기업 시장 진입을 위해 저가형 머신비전 키트 개발에 나섰다. 세이지가 집중하는 영역은 크게 두 가지다. 먼저, AI 연산 PC의 가격 절감이다. 홍영석 대표는 “현재는 엔비디아 GPU가 탑재된 고가의 PC를 사용하는데, GPU 가격이 최근 급등해 200만 원대였던 제품이 500만 원을 넘어선다”며 이를 NPU나 CPU를 기반으로 전환해 가격을 낮출 계획이라고 설명했다. 다음으로는 카메라와 광학계의 가격 절감이다. 홍 대표는 “중소기업은 대기업이 원하는 수준의 높은 정밀도까지는 필요로 하지 않기에, 우리는 적절한 성능의 저가 광학계를 공급하는 데 집중한다”고 덧붙였다. 소프트웨어 측면에서도 혁신을 추구한다. 그는 “우리는 소프트웨어 개발과 인터페이스 구축을 솔루션화해 전체 도입 비용을 낮추는 효과를 얻었다”고 말했다.  ◇ 2026년, 산업 AX 기업으로 진화 선언하다 세이지의 핵심 경쟁력은 검출력이다. 홍영석 대표는 “세이지가 제공하는 비전 세이프티, 빔스 모두 검출력이 핵심이다”고 말했다. 여기에 세이지는 차별화 포인트를 운영 효율화를 차별점으로 내세우고 있다. 홍 대표는 “고객사로부터 검출력을 인정받고 나면, 다음은 얼마나 쉽게 지속적으로 운영할 수 있는가에 대한 여부다”고 설명했다. 이와 함께 세이지가 집중하는 부분은 MLOps 구축이다. 홍영석 대표는 “AI 검사기가 많아질수록 관리 포인트가 늘어나는데, 한 명이 효율적으로 관리하는 서비스를 제공하는 것이 중요하다”고 설명했다. MLOps는 여러 검사기에 적용된 AI 모델을 중앙에서 모니터링하고 성능을 추정하며, 데이터를 자동으로 수집·학습·배포하는 일련의 과정을 효율적으로 처리한다.  세이지는 중소기업 시장 공략을 위해 클라우드 서비스 전환도 추진한다. 홍영석 대표는 “대기업이나 중견기업은 온프레미스가 필요하지만, 중소기업은 클라우드가 더 적합하다”고 판단했다. 홍 대표는 “실시간 검사는 현장에서 해야 하지만, 데이터 수집과 학습, 배포는 클라우드로 충분히 가능하다”고 말했다. 클라우드의 장점 중 하나는 초기 비용 부담 완화다. 홍영석 대표는 “온프레미스 환경에서 MLOps 솔루션을 설치하면, 고성능 PC와 비싼 소프트웨어 때문에 설비투자(CAPEX) 측면에서 수억 원이 투입된다”며 “클라우드는 초기 비용을 줄이고 운영비용(OPEX)으로 조금씩 비용을 회수할 수 있다”고 설명했다. 이는 재무적 부담이 큰 중소기업에 매력적인 옵션이다.  안전 관제 솔루션인 세이지 세이프티도 진화하고 있다. 현재 세이지 세이프티는 작업복 미착용, 쓰러짐, 화재·연기, 위험영역 침입, 중장비 협착 등 10가지 위험 이벤트를 감지한다. 홍영석 대표는 “제조업에서 가장 많이 요구하는 기능이 위험영역 침입 감지와 중장비 협착 감지다. 특히 위험영역 침입 감지에서 우리 기술력이 돋보인다”고 강조했다. 무엇보다 세이지의 차별점은 정보 활용이다. 홍 대표는 “기존 방식은 2D 영상에 영역을 그려놓고 사람이 지나가면 알림을 주는데, 과검출이 많을 수밖에 없다”며 “우리는 AI로 2D 영상에서 깊이를 가늠해 실제로 그 영역에 들어갔는지, 앞에 있는지 뒤에 있는지를 정확히 판단한다”고 설명했다. 이 기술은 테슬라가 자율주행에 사용하는 것과 유사한 방식이다.  세이지는 2026년을 전환의 해로 삼았다. 첫 번째는 비전 AI 기업에서 산업 ‘AX 기업’으로의 전환이다. 홍영석 대표는 “지금까지 세이지의 솔루션은 자동화 영역에서 작동했다. 제조라인 검사를 자동화하는 것이 목표였다”고 설명했다. 홍 대표는 “자동화 영역과 별개로 운영 영역이 있고, 대부분의 엔지니어는 이 영역에서 일한다”고 지적했다. 세이지가 주목하는 부분은 바로 이 영역이다. 그는 “AI 에이전트를 활용해 운영 영역에서 엔지니어의 업무를 도와주는 솔루션을 개발할 것”이라며 “자동화뿐 아니라 운영 자율화까지 이루는 것이 진정한 산업 AX”라고 정의했다. 그는 “우리는 단계적인 접근을 통해 품질 관련 엔지니어가 사용할 수 있는 운영 AI 에이전트 솔루션을 개발하고 레퍼런스를 확보할 계획”이라고 밝혔다.  두 번째 방향성은 기존 솔루션의 확장이다. 홍영석 대표는 “비전, 빔스, 세이프티는 여전히 우리의 메인 비즈니스다. 이에 각 솔루션을 더욱 확장할 것”이라고 말했다. 세이지 비전은 앞서 언급한 머신비전 키트와 클라우드 서비스로 중소기업 시장을 공략한다. 세이지 세이프티는 위험 이벤트 감지를 넘어 공간 진단 솔루션으로 진화한다. 홍 대표는 “우리는 모바일 로봇이나 드론이 제조 및 건설 현장을 돌며 촬영한 영상을 VLM(Vision Language Model)으로 분석해 안전 미비 사항과 규정 위반 사항을 찾아내고 조치 방안까지 제안하는 솔루션을 준비 중”이라고 밝혔다. 그는 세이지가 ‘제조 현장의 모든 문제를 AI로 해결하는 기업’이 되고자 한다며 “검사, 모니터링, 안전관리를 넘어 운영 전반의 자율화까지 책임지는 것이 우리의 미래”라고 포부를 밝혔다.  기사 전문: https://www.newstheai.com/news/articleView.html?idxno=10773 #### [일렉 스타] 세이지, AI 수명 늘리는 '데이터 오퍼레이션' 구상 팔란티어 온톨로지에서 착안필드 AI의 실시간 성능 개선내년 1분기 시리즈C 준비 "인공지능(AI) 모델에도 수명 주기가 있다. 최신 데이터를 익히지 못하면 성능이 빠르게 저하된다. 이제는 AI솔루션만 납품하는 단계는 지났다. 산업 현장에서 발생하는 실시간 정보를 수집하고 AI가 이해할 수 있는 형태로 가공하는 '데이터 오퍼레이션' 시스템을 구축할 차례다. 팔란티어의 온톨로지 플랫폼이 지향하는 방향과 비슷하다." 홍영석 세이지 공동대표의 구상이다. 세이지는 그동안 △공정결함 검사 △설비오류 감시 △현장안전 점검 등 산업 현장(필드) 업무의 AI 자동화를 이끌었다. 회사가 바라보는 다음 단계는 데이터 운영 체계다. 필드에서 데이터를 수집하는 즉시 AI에 반영한다. AI가 현장의 변화를 따라잡지 못해 발생하는 성능 저하를 해결한다. 홍 대표는 팔란티어의 '온톨로지' 기법에서 영감을 얻었다. 온톨로지는 데이터 속성에 의미를 부여하고 데이터 간 관계 구조를 정의한다. AI가 단번에 이해할 수 있도록 만드는 것이다. 팔란티어는 기업의 AI전환(AX)을 추진할 때 온톨로지로 데이터 관리 체계를 우선 구현한다. 세이지 역시 같은 접근법을 택한다. 무분별한 데이터 수집을 지양한다. AI학습과 추론에 알맞는 고품질 데이터를 갖추는데 집중한다. 영양분 풍부한 음식을 공급하겠다는 전략이다. 세이지가 추구하는 사업 방향은? "세이지는 비전AI로 시작했다. 최근에는 산업AX 기업으로 정체성을 확장하고 있다. 제조뿐 아니라 건설, 항만, 물류 등 다양한 산업 현장을 AI로 지능화하는 것이 목표다. 이를 위해 두 개의 접근법을 추구한다. 첫 번째는 현장 자동화를 담당하는 '필드 레이어'다. 두 번째는 수집된 데이터를 통해 현장이 잘 돌아가게 운영하는 '오퍼레이션 레이어'다. 그동안 '세이지 비전'과 같은 소프트웨어 솔루션이 필드 레이어의 자동화에 집중했다. 앞으로는 사람이 매일 수행하는 운영 업무 자체를 AI로 자동화하는 데이터 오퍼레이션 시스템을 구상할 계획이다." 데이터 오퍼레이션의 구조가 궁금하다. "데이터 수집, 재구조화, AI펑션, 에이전트 등 네 개의 레이어로 구성된다. 우선 세이지 비전이나 제조실행시스템(MES) 등에서 데이터를 수집한다. 이후 데이터를 AI가 해석하기 쉽게 관계를 설정하고 재구조화하는 과정을 거친다. 여기서 팔란티어와 유사한 '온톨로지' 개념을 적용한다. 그 위에 이상 탐지, 데이터 분석, 보고서 생성 등 특정 임무를 수행하는 AI에이전트를 올리는 구조다. 현재 인쇄회로기판(PCB) 업체와 협력해 데이터 재구조화, Q&A 에이전트 기능을 포함한 최소기능제품(MVP)를 개발하고 있으며 실전 테스트를 앞두고 있다." AI 수명을 관리하는 시스템이라고 들었다. 무슨 뜻인가? "AI모델은 학습 당시의 데이터를 기준으로 성능이 결정된다. 실제 현장에서는 제품의 형상이 바뀌거나, 새로운 재질이 도입되거나, 이전에 없던 새로운 유형의 결함이 발생하는 등 데이터의 특성이 끊임없이 변한다. AI모델은 학습 데이터에 없던 새로운 정보를 판단할 때 정확도는 떨어질 수밖에 없다. 데이터를 지속적으로 라벨링하고 재학습시켜 배포하는 시스템이 필요하다. 이것이 바로 세이지가 강조하는 오퍼레이션 시스템이다. 세이지는 ML옵스와 같은 모델관리 플랫폼을 제공하면서 기반을 다지고 있다." 시중에 수많은 비전AI 솔루션이 있다. 세이지 비전만의 차별성을 알고 싶다. "접근 방식의 차이가 있다. 일반적인 비전AI는 이미지 전체를 균일하게 학습한다. 세이지는 도메인 특성에 맞춘 미세조정(Fine-tuning)을 거친다. 예를 들어 큰 이미지 속에서 아주 작은 결함을 찾아내야 할 때 AI가 결함 의심 부위에만 집중하도록 학습시킨다. 2019년 제품 출시 당시부터 '디펙 제너레이션(Defect Generation)'이라는 가상 결함 이미지 생성 기술을 도입했다. 실제 데이터가 부족한 현장에서도 가상의 이미지를 만들어 학습하는데 활용한다. 덕분에 소량의 데이터로 높은 검출력을 달성할 수 있었다." 현재 주요 공략 시장이 어디인가? "전체 고객사의 약 95%가 제조업에 집중되어 있다. 매출 기준으로 보면 2차전지가 약 70%, PCB가 20%, 나머지 전자부품과 식품 업계 등이 10%를 차지한다. 세이지 비전이 매출의 80%를 책임지는 핵심 동력이다. 최근에는 '세이지 세이프티'와 '세이지 빔스'를로 건설, 물류, 항만 등으로 도메인을 확장 중이다. 2차전지 산업은 배터리 안정성에 대한 요구가 엄격해지면서 과거 육안으로만 보던 공정 단계마다 AI 검사기가 도입되고 있다. 현재는 라인당 약 10개의 AI 검사 포인트가 들어갈 정도로 수요가 폭발적이다. 삼성SDI, LG에너지솔루션, SK온 등 메이저 셀 업체는 물론 신흥에스이씨, 상아프론테크 같은 협력사까지 폭넓은 고객군을 확보했다." 세이지 세이프티라는 솔루션에 대해 설명해달라. "세이지 세이프티는 작업자 쓰러짐, 화재 연기, 중장비 협착, 위험 구역 침입 등 약 10가지 핵심 안전 이벤트 탐지에 특화된 모니터링 솔루션이다. 다만 도입 과정에 있어 고객사들이 이미 설치한 노후 폐쇄형TV(CCTV)와의 호환성이 중요하다. RTSP 프로토콜, H.264 코덱 등 범용 규격만 지원한다면 약 90% 이상 바로 연동 가능하다. 신규 설치가 필요한 경우에는 협력사를 통해 하드웨어 패키지로 지원한다. 24시간 끊김 없이 작동해야 하므로 안정적인 컴퓨팅 환경을 최우선으로 고려한다. 엔비디아 RTX 3060 수준의 범용 PC만으로 충분히 운영 가능하게 호환성을 높였다." 사우디 아람코와의 실증(PoC) 현황과 전반적인 파트너십 상황은? "사우디아라비아 국부펀드 관계자들이 세이지 본사를 방문하는 등 중동 시장의 관심이 높다. 현재 아람코와 세이지 세이프티에 대한 PoC를 진행 중이다. 현지 문화 특성상 의사결정 속도가 다소 느려 일정이 내년 1월로 조금 밀렸다. 내년 중 추가 도입 여부가 결정될 것으로 보인다. 국내에서는 kt클라우드와 AI파운더리 생태계 협약을 맺었다. 현장 엣지 컴퓨터 환경에서 처리된 데이터를 클라우드로 수집해 분석하거나 AI 에이전트로 연동하는 형태의 서비스형 소프트웨어(SaaS) 솔루션을 공동 기획하려고 한다." 마지막으로 세이지의 로드맵과 자금조달 계획을 알려달라. "크게 두 가지 축이다. 앞서 언급한 '오퍼레이션 시스템'으로 제조 운영 전반을 자율화하는 것이다. 시각언어모델(VLM)을 활용한 사전 예방 진단 시스템도 준비 중이다. 이는 로봇개(예. 보스턴다이내믹스 스팟)나 드론이 현장을 순회하며 찍은 영상을 VLM이 분석한 뒤 산업안전보건법 위반 사항을 파악하는 방식이다. 단순 이벤트 검출을 넘어 공간 전체의 안전 상태를 진단하는 예방 솔루션이 될 것이다. 이를 실현하기 위해 내년 1분기 중 시리즈 C 펀딩을 시작할 계획이다. 지난 시리즈 B에서 유치한 155억 원 이상의 규모를 목표로 하고 있다. 이후 글로벌 시장 진출과 기술 고도화에 박차를 가하겠다." 기사 전문: https://www.thelec.kr/news/articleView.html?idxno=45612 #### AI 머신비전 기업 세이지 AW2025 참가… 산업 현장 특화 AI 솔루션 3종 선봬 산업 특화 AI 머신비전 전문기업 세이지(대표 박종우, 홍영석)가 오는 3월 12일부터 14일까지 서울 코엑스에서 열리는 '스마트공장·자동화산업전 2025(AW2025)'에 참가한다고 10일 밝혔다. AW2025는 아시아를 대표하는 스마트 제조 및 자동화 기술 전시회로, 최신 스마트 공장 기술이 집결하는 글로벌 산업 행사다. 이번 전시회에서 세이지는 제조 현장에 최적화된 AI 기반 솔루션 3종을 중심으로 최신 기술을 선보일 예정이다. 주요 전시 제품으로는 ▲AI 기반 머신비전 솔루션 '세이지 비전(SAIGE VISION)' ▲AI 기반 제조 공정 모니터링 솔루션 '세이지 빔스(SAIGE VIMS)' ▲AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'가 포함된다. '세이지 비전'은 AI 기술을 활용한 고정밀 품질 검사 자동화 솔루션으로, 제품의 정성적 외관 검사 자동화는 물론 양불 데이터 분석 및 통계, MLOps를 지원한다.특히 업계 최고 수준의 검사 정확도와 다양한 보조 기능으로 사용자 친화적인 AI 자동화 도입 환경을 구현한 것이 특징이다. '세이지 빔스'는 제조 공정의 이상 동작을 실시간으로 감지하는 AI 기반 모니터링 솔루션이다. 비정상 데이터에 대한 통계 분석을 통해 공정 최적화를 지원하며, 별도의 복잡한 하드웨어 구성 없이 기존 CCTV와 연동하여 AI 비전 검사가 가능하다. 고속 공정에서도 연속 추적 및 분석이 가능하며, 초당 최대 60개까지 AI 기반 검사를 수행할 수 있는 고성능 솔루션이다. '세이지 세이프티'는 산업 현장의 안전 및 보안을 실시간으로 감지하는 지능형 CCTV 솔루션으로, 작업자의 안전 상태(안전모 및 안전대 착용 여부, 중장비 협착, 추락, 쓰러짐 등)와 산업 현장 위험 요소(화재, 연기, 위험 설비 접근, 외부 침입)를 즉각 감지하여 사고를 예방한다. 세이지 마케팅 이성우 이사는 "이번 전시를 통해 세이지의 혁신적인 AI 기반 머신비전 기술이 제조 현장의 품질 관리, 공정 최적화, 안전 관리 등 다양한 산업 현장의 문제를 어떻게 효과적으로 해결하고 잠재적 위험 요소를 예방할 수 있는지 실증적으로 선보일 예정"이라며 "특히 세이지 비전의 고정밀 검사 기술과 세이지 빔스의 실시간 모니터링 솔루션은 제조 현장의 생산성과 품질을 동시에 향상시키는 핵심 요소로, 기존 시스템 대비 도입 비용과 유지보수 측면에서도 경제적 효율성을 크게 개선했다"라고 설명했다.이어 "세이지는 고객사의 제조 현장 특성과 요구 사항에 맞춘 맞춤형 AI 솔루션을 제공함으로써 스마트 제조 환경 구축을 위한 최적의 파트너가 되겠다"고 강조했다. 또한 "향후 빅데이터와 AI 분석 기술을 더욱 고도화하여 종합적인 스마트 팩토리 솔루션으로 발전시켜 국내 제조업의 글로벌 경쟁력 강화에 기여하겠다"는 포부를 밝혔다. 한편, '세이지 세이프티'는 지난해 12월 산업통상자원부의 산업융합 혁신 품목으로 선정되며 기술력을 공식 인정받은 바 있다. 뉴스 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202503100113&t=NN #### AI 머신비전 기업 세이지, '2025 국제물류산업대전' 참가 산업특화 인공지능(AI) 머신비전 전문기업 세이지(대표 박종우·홍영석)가 오는 22일부터 일산 킨텍스에서 진행되는 '2025 국제물류산업대전(KOREA MET)'에 참가한다고 밝혔다. KOREA MET은 물류운송, 서비스, 보관, 정보통신(IT), 물류설비 분야를 아우르는 국내 최대 규모 국제물류 전시회다. 세이지는 전시회에서 AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 공개한다. 제품 시연을 진행하며, 방문객들에게 AI 기반 안전 솔루션의 성능을 직접 체험할 기회를 제공할 예정이다. 기업 및 기관 관계자들은 세이지 부스를 방문해 AI 감지 성능과 안전 관제 기능을 확인하고, 물류산업에 특화된 맞춤형 안전 솔루션 구축 방안에 대한 상담을 받을 수 있다. 세이지 세이프티는 CCTV 카메라를 통해 산업 안전 전반의 위험을 실시간으로 감지해 사고를 예방할 수 있는 AI 기반의 지능형 CCTV 솔루션이다. 대형 사고로 이어질 수 있는 화재, 연기 감지부터 안전모 미착용, 작업자 쓰러짐, 위험 설비 접근 등 작업 환경에 위험이 될 수 있는 모든 상황을 감지하고 각종 재해를 예방하는 것이 특징이다. 안전한 작업 환경을 유지하기 위한 24시간 실시간 현장 모니터링을 제공하며, 문제 상황 발생 시 즉시 인지하고 해결할 수 있도록 실시간 알림 기능을 갖추고 있다. 또한 이상 감지 데이터에 대한 통계 분석 결과를 제공함으로써 현장 관리의 효율성을 높인다. 이성우 세이지 마케팅부문 이사는 “전시회에서 물류 산업 현장의 안전을 강화하고 자동화 환경을 구축하는 데 기여할 수 있는 AI 기반의 솔루션을 선보일 예정”이라며 “세이지 세이프티는 기존의 CCTV 시스템과도 손쉽게 연동할 수 있어 추가적인 인프라 구축 없이도 즉각적인 도입이 가능하다”고 소개했다. 또한 “물류 산업은 대형 장비와 빠른 작업 속도로 인해 안전 사고의 위험이 상존하는 환경이라며, 세이지의 솔루션은 안전 위험 요소를 실시간으로 감지해 대형 사고를 예방하는 데 큰 역할을 할 것”이라고 덧붙였다. 한편, 세이지 세이프티는 지난해 12월 산업통상자원부로부터 산업융합 혁신 품목으로 선정되며 기술력을 공식적으로 인정받았다. 세이지는 AI 머신비전 기술을 통해 산업 자동화와 안전 분야의 혁신을 선도하고 있으며, AI 기반 안전 기술을 활용하여 보다 안전하고 효율적인 산업 환경 조성을 목표로 하고 있다. 기사전문: https://www.etnews.com/20250417000273 #### AI 스마트 품질 검사 스타트업 세이지리서치, 새로운 로고와 함께 '세이지'로 새출발 신규 로고와 함께 새로운 슬로건 공개, "AI enabler: AI that works." 규모 확장을 위해 사옥 확장 이전 병행 (서울, 2024.01.09) 스마트 팩토리 구현을 위한 AI 솔루션을 제공하는 세이지리서치(이하 ‘세이지’)는 대내외 커뮤니케이션 명칭을 ‘세이지(SAIGE)’로 정하고, 신규 로고를 공개했다. 본래 세이지의 사명은 ‘현명하다’는 뜻의 ‘sage’에 ‘AI’ 글자를 더해 AI로 현명한 해결책을 제시한다는 의미를 담고 있다. 이러한 뜻을 담은 “혁신적인 AI 기술로 제조 현장의 다양한 문제를 해결한다“라는 미션을 강조하고 대내외 커뮤니케이션을 강화하기 위해 리브랜딩 프로젝트를 단행했다. 세이지 신규 로고 새로워진 세이지의 로고는 향후 목표와 포부를 담았다. 스타트업에서 나아가 한 단계 더 큰 기업으로 성장하겠다는 의지를 담아 규모감있고 무게감이 느껴지는 굵기로 로고를 디자인했다. 특히 알파벳 E의 가운데를 사각형으로 표현해 AI 원천 기술에 집중하겠다는 의미와 동시에, 세이지의 성장 가능성을 담았다. 브랜드 컬러는 밝고 에너지 넘치는 레드(SAIGE Red)로 정함으로써 세이지의 자신감과 진취성을 표현했다. 이번에 공개한 신규 로고는 새로운 슬로건 “AI enabler: AI that works.”에서 출발했다. 리브랜딩 프로젝트를 이끈 홍영석 세이지 부대표는 “미션을 다시 한번 상기시키고 더욱 집중하기 위해 브랜드 정체성을 진단하는 과정을 거쳤다”라며, “신규 로고와 슬로건에 ‘세이지의 AI는 고객의 니즈를 정확하게 파악해 문제를 해결할 수 있다’라는 의미를 담았다”라고 설명했다. 한편, 인력 확대 등 물리적인 규모 확장을 준비하기 위해 사옥도 확장 이전했다. 강남에 위치한 케이스퀘어 강남2 건물로 이전한 세이지는 인공지능 전문 인력을 양적으로뿐만 아니라 질적으로도 강화하고 원천 기술 개발에 집중해 글로벌 고객을 확대하겠다는 목표를 실천해 나갈 방침이다. 박종우 세이지 대표는 “2024년을 세이지의 하드웨어와 소프트웨어 모두를 새롭게 정비하는 원년으로 삼고 스마트 제조업을 위한 AI 솔루션 대표 기업으로 성장하겠다”라는 포부를 밝혔다. (끝) 세이지 신규 사무실 전경 #### KISS 2026에서 세이지 세이프티(SAIGE SAFETY)를 만나보세요 세이지가 <KISS 2026 (2026 국제안전보건전시회)>에 참가합니다! KISS 2026은 안전보건공단이 주최하는 국내 최대 규모의 산업안전보건 전문 전시회로, 산업안전·산업보건부터 스마트안전(IoT·AI), 소방·방재까지 안전 분야 최신 기술과 솔루션을 한자리에서 만나볼 수 있는 행사입니다. 세이지는 이번 전시에서 AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'와 함께, 새롭게 선보이는 SAIGE SAFETY EDGE와 VLM(Vision Language Model, 시각언어모델) 기반 위험 사전 진단 기술을 공개합니다. 작업자 보호구 착용 인식, 위험구역 접근·협착 위험 감지, 화재·연기 조기 탐지 등 검증된 기능에 더해, 별도 서버 없이 현장 단말에서 곧바로 동작하는 SAIGE SAFETY EDGE로 도입 부담을 낮추고, VLM 기반 기술로 단순 이상 탐지를 넘어 현장의 위험 요소를 사전에 진단하는 선제적 사고 예방까지 — 기록하는 CCTV를 넘어선 'AI 영상관제'의 다음 단계를 실제 데모로 직접 경험하실 수 있으니 많은 관심과 방문 부탁드립니다. 📌 전시회 정보 행사명: KISS 2026 (2026 국제안전보건전시회 / Korea International Safety & Health Show) 기간: 2026년 7월 6일(월) ~ 9일(목), 4일간 장소: 일산 KINTEX 제2전시장 8홀 부스 위치: 8C310 #### M.A.D.E. in SIMTOS 2026에서 SAIGE를 만나보세요 세이지가 <SIMTOS 2026 (제21회 서울국제생산제조기술전)> 에 참가합니다! SIMTOS 2026은 대한민국 최대 생산제조기술 전문 전시회로, 스마트 제조, AI 자율화, 첨단 가공 기술의 최신 트렌드를 한 자리에서 만나볼 수 있는 대규모 산업 전시회입니다. 세이지는 이번 전시에서 AI 기반 머신비전 검사 솔루션 '세이지 비전(SAIGE VISION)' 과 생산 인텔리전스 솔루션 '세이지 빔스(SAIGE VIMS)' 를 선보일 예정입니다. 딥러닝 비전 기술과 생산 데이터 분석을 기반으로 한 세이지 솔루션을 통해 제조 현장의 불량 검출 자동화, 품질 관리 고도화, 생산 공정 최적화까지 아우르는 제조 AI 혁신 사례와 실제 데모를 직접 경험하실 수 있으니 많은 관심과 방문 부탁드립니다. 📌 전시회 정보 행사명: SIMTOS 2026 (제21회 서울국제생산제조기술전) 기간: 2026년 4월 13일(월) ~ 17일(금), 5일간 장소: 일산 KINTEX 제2전시장 7홀 부스 위치: D290 #### SAIGE Appoints Youngsuk Hong as Co-CEO to Strengthen Leadership and Drive Market Expansion 01 April 2024, Seoul, Republic of Korea – SAIGE is pleased to announce the appointment of Youngsuk Hong as Co-CEO, effective immediately. Mr. Hong, who currently serves as the Vice President, will now join CEO Frank Chongwoo Park in a dual leadership structure to enhance the company's strategic focus and operational efficiency. Mr. Youngsuk Hong, co-founder of SAIGE, holds a doctoral degree in robotics from Seoul National University. Since 2018, he has been instrumental in leading the sales and customer services departments, significantly contributing to the expansion of SAIGE's business operations. The new dual-CEO structure is designed to optimize efficiency through a clear division of responsibilities. CEO Frank Chongwoo Park will dedicate his efforts to overseeing the research department, concentrating on the development of advanced artificial intelligence technology tailored for the manufacturing industry. In parallel, CEO Youngsuk Hong will focus on product and business operations, formulating strategies for market expansion and driving organizational growth. A SAIGE spokesperson commented, "Over the past six years, CEO Youngsuk Hong has transformed into a seasoned business expert with a profound technical background. With the implementation of a two-CEO system, we foresee a powerful synergy effect as we streamline our efforts in research, productization, and marketization." The spokesperson further added, "CEO Frank Chongwoo Park will continue to leverage our technological strengths by concentrating on AI research, ensuring SAIGE remains at the forefront of innovation in the manufacturing sector." / THE END. #### SAIGE Unveils Upgraded AI Machine Vision Solution "SAIGE VISION Version 2.1" 25 March 2024, Seoul, Republic of Korea – SAIGE is proud to announce the launch of its enhanced deep learning-based machine vision solution, SAIGE VISION Version 2.1. SAIGE VISION has been meticulously developed to address challenges unmanageable by traditional rule-based machine vision programs. This advanced solution autonomously detects surface defects in products, aiding in the determination of product quality. The latest upgrade introduces several innovative features: Image Anomaly Detection: This feature identifies defective images by learning exclusively from normal samples, eliminating the need for predefined definitions. It minimizes labeling efforts through unsupervised learning. Image Enhancement: This function upgrades low-quality or out-of-focus images captured rapidly by X-ray or CT to high-quality images, making them suitable for deep learning. This is particularly beneficial for integrating AI in the manufacturing industry, where acquiring high-quality images is often difficult. Auto Label and Quick Label: These updated features reduce the time and human resources required for labeling by automatically guiding and selecting defect areas with a simple click, replacing the previous manual process of marking each defect. [FIGURE 2] SAIGE VISION version 2.1 Additionally, existing features have been significantly improved:Optical Character Recognition (OCR): Now standard in Version 2.1, OCR can detect English, Korean, numbers, and 33 special characters, and it has been enhanced to recognize additional languages and complex symbols through learning. Defect Generation: This exclusive function generates higher-quality virtual defect images compared to previous versions. Optimizer: By adjusting the program based on the environment, this function can increase inspection speed by up to five times, with an average accuracy improvement of 10%. The overall inspection speed and accuracy have also been enhanced. With the application of the Optimizer, which adjusts the program based on the environment, inspection speed can be increased by up to five times compared to when this function is not used. Moreover, the accuracy of the new version has been improved by an average of 10% compared to the existing version. Youngsuk Hong, Vice President of SAIGE, commented, "This upgrade of SAIGE VISION focuses on enhancing user convenience and optimizing for the manufacturing environment. We are dedicated to creating AI solutions that address the challenges of the manufacturing sector." The upgraded SAIGE VISION will be showcased at booth #C808 during the "Smart Factory + Automation World" event at Coex in Seoul, Republic of Korea, from 27 to 29 March 2024. / THE END. #### SAIGE will be participating in "VISION 2024" SAIGE will be participating in "VISION 2024" SAIGE will be participating in , the world's leading machine vision trade fair. Discover the innovative functions and related solutions of SAIGE's main product, deep learning-based machine vision 'SAIGE VISION'. We look forward to your visit! VISION 2024 Date: 8 - 10 Oct 2024 Place: Messe Stuttgart Booth: 10hall 10H40 Organiser: Landesmesse Stuttgart GmbH & Co. KG #### SAIGE, 비전 AI로 제조업 혁신의 미래를 제시한다 스마트 제조의 핵심 기술로 주목받고 있는 비전 AI를 활용한 제조업 혁신의 미래가 '2025 스마트 제조 대전망 온라인 컨퍼런스'에서 SAIGE의 발표를 통해 구체화된다. SAIGE의 홍영석 대표는 이번 발표에서 이미지 및 영상 분석 기반의 비전 AI 기술이 제조 현장에서 어떻게 적용되고 있는지를 심층적으로 다룰 예정이다. SAIGE는 제조업에서 품질 검사, 공정 상태 모니터링, 작업 환경 안전 관리 등 다양한 영역에서 비전 AI 기술을 적용하여 자동화와 효율성을 극대화하고 있다. 특히 이미지 분석을 통한 품질 검사 사례에서는 AI 기반 머신 비전을 활용해 제품의 결함을 빠르고 정밀하게 검출한다. 이차전지 제조 공정에서는 CT 검사 장비와 결합된 AI 소프트웨어가 단시간 내 초고해상도의 이미지를 생성해 기존보다 100배 이상 빠른 검사를 가능하게 했다. 이를 통해 SAIGE는 국내 주요 이차전지 제조업체들의 양산 라인에 해당 시스템을 성공적으로 도입하는 데 기여했다​. 영상 분석을 통한 공정 모니터링 또한 중요한 발표 내용 중 하나다. SAIGE는 AI 기반의 CCTV 영상 분석 기술을 활용하여 제조 공정에서 발생할 수 있는 이상 동작을 실시간으로 감지하고 이를 즉각적으로 대응할 수 있도록 한다. 이러한 기술은 이차전지와 자동차 부품 제조 공정뿐만 아니라 해저 케이블 생산 라인에서도 적용되어 공정 이탈이나 비정상 동작을 실시간으로 파악해 불량률을 최소화하고 생산성을 극대화한다​. SAIGE의 비전 AI 기술은 단순한 결함 검출에 그치지 않고, 문제 발생의 근본 원인을 분석하여 문제 자체를 줄이는 데까지 확장된다. 이를 위해 SAIGE는 AI 모델의 지속적 학습과 데이터 분석을 바탕으로 한 스마트 팩토리 솔루션으로 기술을 발전시키고 있다. 발표에 따르면 SAIGE는 현재 품질 검사 데이터를 통합 관리하는 DX(디지털 전환) 솔루션을 기반으로 생성형 AI를 접목한 AX(지능형 분석) 솔루션으로의 확장을 계획 중이다. 이를 통해 제조업체는 실시간 품질 개선 방향과 구체적인 실행 전략을 AI로부터 제공받을 수 있다​. SAIGE는 이번 발표를 통해 비전 AI 기술의 혁신적 확장 가능성을 강조하며, 단순한 문제 해결을 넘어 제조업 전반의 품질과 효율성을 끌어올릴 수 있는 전략적 솔루션을 제시할 것으로 기대를 모으고 있다. 이번 행사는 오는 2월 19일 오전 10시부터 오후 3시 30분까지 온라인 세미나 형식으로 열리며 두비즈 홈페이지(https://dubiz.co.kr/Event/335)를 통해 사전등록할 수 있다. 헬로티 김재황 기자 뉴스 전문: https://www.hellot.net/news/article.html?no=97736 #### 딥러닝 제조 AI 스타트업 ‘세이지리서치’, Automatica 2023 참가…제조 품질 관리를 위한 AI 솔루션 소개 세이지리서치, 유럽 최대 로봇 / 자동화 기술 솔루션 전시회 ‘Automatica 2023’ 전시 부스(Hall A4 #224) 참여 기계 학습 기반 모니터링 솔루션 SaigeVIMS 와 SaigeVision 전시할 예정 (서울, 2023.06.27) 딥러닝 기반 제조 AI 스타트업 ‘세이지리서치’(대표 박종우)가 6월 27~31일 독일 뮌헨에서 개최되는 ‘Automatica 2023 ’에 참가해, 제조업 품질 관리를 위한 AI 솔루션들을 소개한다고 28일 밝혔다. ‘Automatica 2023’은 유럽 최대 규모의 로봇, 자동화 기술 솔루션 전시회로 머신비전, 로봇 공학 및 디지털 솔루션 관련 기업들이 참가하는 자리다. 이번 전시회에서 세이지리서치는 부스를 통해 공정 모니터링 솔루션 SaigeVIMS와 딥러닝 기반 머신 비전 솔루션인 SaigeVision을 선보일 예정이며, 실제 산업에 적용된 사례도 함께 선보일 예정이다. 이번 전시회에서 선보이는 SaigeVIMS는 국내에서 업계 최초로 상용화에 성공한 기계 학습 기반의 공정 모니터링 솔루션이다. SaigeVIMS 는 공정 모니터링에 최적화된 인공지능 알고리즘이 모니터링 영상을 실시간으로 분석하여 비정상 공정 동작을 감지하고 사용자에게 알림을 준다. 이미 국내 유수 대기업의 생산 현장에서 기술력을 인정받아 다양한 제조업 고객사들의 기술 도입 검토 요청을 받고 있다. 또한, 이번 전시회에서는 SaigeVision도 함께 선보인다. SaigeVision은 딥러닝 기반의 이미지 분석 기술을 활용한 비전 검사 솔루션으로, 제조업 현장에서 진행되는 제품 외관 검사를 더욱 빠르고 정확하게 수행할 수 있게 도와준다. 세이지리서치는 차별화된 기술력을 바탕으로 삼성SDI, LG 에너지솔루션 등과 협업하고 있으며, 최근에는 글로벌 비전 기술 분야 전문매체인 '시스템 디자인'이 주최하는 이노베이터 어워드에서도 수상하여 글로벌 시장에서 기술력을 인정받았다. 세이지리서치의 박종우 대표는 “제조업에서 품질 관리를 위해 공정을 실시간으로 모니터링하고 이상을 감지하는 것이 가장 중요한 요소이다. 세이지리서치의 SaigeVIMS 솔루션을 활용하면 이러한 공정 모니터링을 자동화하고 고도화할 수 있다”며 “이번 Automatica 참가를 통해 국내뿐만 아니라 글로벌 기업에 세이지리서치 딥러닝 솔루션을 알릴 것“이라고 말했다. 자세한 내용은 ‘Automatica 2023’ 전시장 세이지리서치 부스 A4홀 #224에서 확인할 수 있다. (끝) #### 딥러닝 제조 AI 스타트업 ‘세이지리서치’...2023 이노베이터 어워즈 수상 머신비전 전문 미디어가 주관하는 글로벌 어워즈에서 제품 기술력과 시장성 인정받아 세이지리서치의 솔루션을 통해 국내외 제조업의 품질관리 영역의 AI 도입 확대와 기업의 생산 품질관리 프로세스 개선을 위해 노력할 것 (서울, 2023.05.23) 딥러닝 기반 제조 AI 스타트업 ‘세이지리서치’(대표 박종우)가 개발한 딥러닝 비전 소프트웨어 세이지비전(SaigeVision)이 비전 시스템즈 디자인(Vision Systems Design)이 주최하는 ‘이노베이터 어워즈’(Innovators Awards)를 수상했다고 23일 밝혔다. 해당 시상식은 22일부터 나흘간 미국 디트로이트에서 개최된 2023 디트로이트 자동화 로봇 전시회(Automate 2023)에서 진행되었다. Automate 2023은 로봇, 인공지능, 머신 비전, 모션 제어 및 기타 최신 자동화 기술이 모인 북미에서 자동화 기술을 다루는 가장 큰 규모의 전시회이다. 비전 시스템즈 디자인이 진행하는 이노베이터 어워즈는 매해 국제적 컨퍼런스에서 머신 비전 및 이미지 공정 업계에서 가장 혁신을 가져다준 제품과 브랜드를 평가 및 시상한다. 이노베이터 어워즈는 ‘독창성’ ‘혁신성’ ‘사용자 파급 효과’ ‘시장성’ ‘생산력 향상’ 등의 기준을 바탕으로 혁신을 이끄는 기업들을 대상으로 수상자를 선정하고 있다. 세이지리서치의 SaigeVision은 딥러닝 기반의 이미지 분석 기술을 활용한 비전 검사 솔루션이다. 제조업 현장에서 노동력 기반으로 진행되는 제품 외관 검사는 비전 기반 딥러닝 솔루션을 통해 더욱 빠르고 정확하게 제품 품질 검사를 가능하게 한다. 차별화된 기술력을 바탕으로 세이지리서치는 국내 삼성SDI, LG 에너지솔루션 등의 대기업과 함께하고 있다. 특히, SaigeVision은 높은 결함 검출 정확도를 보여줄 수 있는 Domain-Optimized Deep Learning 알고리즘을 탑재하여, 다양한 제조 도메인 및 다양한 데이터 셋에 대한 높은 결함 검출 정확도를 보여 준다. 이러한, 높은 검출력과 정확도를 바탕으로 SaigeVision 국내외 제조 현장에서 품질 관리를 위한 검사 시스템에 폭넓게 활용되고 있다. 세이지리서치 홍영석 부대표는 “이번 수상을 통해 시장에서 SaigeVision의 기술력과 혁신성을 인정받아 기쁘다”라며 “앞으로 AI 머신비전 솔루션의 선두 주자로 더욱더 차별화된 기술력과 제조 AI 솔루션의 새 기준을 만들어 가겠다”라고 말했다. (끝) 세이지리서치의 딥러닝 비전 소프트웨어 세이지비전(SaigeVision)이 이노베이터 어워즈(Innovator Awards)를 수상했다. #### 박종우 교수·조주완 사장, '이공계 명예의 전당' 입성 박종우 서울대 기계공학부 교수, 조주완 LG전자 사장 등 48명이 ‘이공계 리더 명예의 전당’인 한국공학한림원 2025년 정회원으로 선정됐다. 공학한림원은 26일 2025년 신입 정회원 48명, 일반회원 69명 명단을 발표했다. 정회원은 박 교수 등 학계 23명, 조 사장 등 산업계 25명이 선정됐다. 공학한림원 회원은 기술혁신과 인재 양성으로 국가 발전을 이끈 전문가들을 추천받아 10개월간 4단계 심사를 거쳐 선발한다. 정회원 임기는 5년으로 총 300명을 넘지 않게 관리하고 있다. 일반회원 임기는 3년, 400명이다. 각계 추천과 이사회 승인으로 선발되는 일반회원과 달리 정회원은 전체 회원 서면 투표까지 통과해야 한다. 박종우 교수박 교수는 미분기하학 등 수리과학을 로봇 최적화에 적용하는 알고리즘을 처음 개발한 석학이다. 2차전지 검사 인공지능(AI) 스타트업 세이지도 창업했다. 조 사장은 지속적인 연구개발로 국내 전자산업 성장과 경쟁력 강화에 기여한 공로를 인정받았다.석상옥 네이버랩스 대표는 디지털트윈 기술로 사우디아라비아 스마트시티 플랫폼 사업을 수주하고, 로봇 자동화 빌딩 1784를 구축하는 등 자율주행 기술 대중화를 추진했다. 이창희 삼성디스플레이연구소장은 세계 최초로 비카드뮴 양자점 LED를 개발하는 등 차세대 디스플레이 핵심 기술 개발과 국제 표준화를 주도했다. 이상목 한국생산기술연구원 원장은 과학기술정보통신부 산하 연구소장으로서 정부와 산업계 연결에 앞장섰다. 지방자치단체와 산학연 협력 체계를 새로 구축하면서 AI 자율제조 사업을 확대하고 뿌리산업에 AI를 접목했다. 배순민 KT AI2XL연구소 랩장은 KT의 대규모언어모델(LLM) 믿음 개발 등을 이끌었다. 일반회원은 산업계, 학계 등에서 69명이 선정됐다. 이해성 기자 ihs@hankyung.com 뉴스 전문: https://www.hankyung.com/article/2024122607901 #### 산업 AX 기업 세이지, ‘SECON 2026’ 참가 AI 기반 지능형 CCTV 솔루션 ‘세이지 세이프티’ 공개 산업 AX 기업 세이지(SAIGE, 대표 박종우·홍영석)가 일산 킨텍스에서 개최되는 아시아 최대 규모의 통합 보안 전시회 ‘세계보안엑스포(SECON 2026)’에 참가한다고 밝혔다. 세이지는 이번 전시회에서 자사의 AI 기반 보안 및 안전 모니터링 솔루션인 ‘세이지 세이프티(SAIGE SAFETY)’를 메인으로 선보이며, 참관객들에게 최신 AI 기술이 적용된 보안, 안전 기능을 직접 체험할 수 있는 기회를 제공할 예정이다. 특히, 이번 전시에서는 세이지 세이프티의 한층 고도화된 3가지 핵심 기능과 기술 시연이 진행된다. 지능형 공간인식 기술을 적용해 복잡한 환경에서도 정확한 보안 및 안전 감지를 구현하며 중앙 관제 시스템을 통해 다수의 CCTV 동시 모니터링 및 관제가 가능하다. 또한, 최신 VLM(Vision Language Model, 시각언어모델)을 활용한 현장 위험 요소 사전 진단 기술을 새롭게 시연하여, 단순한 이상 탐지를 넘어 선제적 사고 예방이 가능한 지능형 보안, 안전 환경을 제시한다. 세이지 마케팅 부문 이성우 이사는 ”이번 SECON 2026을 통해 VLM과 지능형 공간인식 등 세이지의 한층 고도화된 AI 기술이 집약된 세이지 세이프티를 선보이게 되었다"며, "다수의 CCTV를 효율적으로 통합 관제하고 현장의 잠재적 위험 요소를 사전에 진단함으로써, 복잡한 산업 및 공공 환경에서 사각지대 없는 완벽한 보안 시스템을 구축하는 최적의 파트너가 될 것”이라고 밝혔다. 한편, 세이지 세이프티는 기존 CCTV 인프라와 손쉽게 연동하여 즉각적인 도입이 가능한 것이 장점이다. 한국인터넷진흥원(KISA)의 지능형 CCTV 성능 시험인증을 획득하고, 한국정보통신기술협회(TTA)로부터 GS인증 1등급을 부여받는 등 국가 공인 기관으로부터 기술력과 신뢰성을 입증받은 바 있다. 기사 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202603110446&t=NN #### 산업특화 AI 머신비전 기업 세이지, SECON 2025 참가 AI 기반 지능형 CCTV 솔루션 ‘세이지 세이프티’ 공개 산업 특화 인공지능(AI) 머신비전 전문기업 세이지(대표 박종우·홍영석)가 19일부터 21일까지 일산 킨텍스에서 열리는 '세계보안엑스포2025(SECON 2025)'에 참가한다. SECON 2025는 아시아 최대 규모의 통합 보안 전시회로, 15개국에서 물리·사이버 보안 기업 410여 개사가 참여해 최신 보안 기술과 솔루션을 선보이는 행사다. 세이지는 이번 전시회에서 AI 기반 보안 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 공개한다. 제품 시연을 진행하며, 방문객들에게 AI 기반 보안 솔루션의 성능을 직접 체험할 기회를 제공할 예정이다. 기업 및 기관 관계자들은 세이지 부스를 방문하여 AI 감지 성능과 보안 관제 기능을 확인하고, 맞춤형 보안 솔루션 구축 방안에 대한 상담을 받을 수 있다. 세이지 세이프티는 AI 기반 영상 분석 기술을 활용하여 산업 시설, 건설 현장, 공공기관, 방위산업, 리테일 등 다양한 환경에서 발생할 수 있는 보안 위협을 실시간으로 감지하고, 즉각적인 대응이 가능하도록 설계된 솔루션이다. 기존 CCTV 감시 시스템은 주로 영상 저장 및 수동 감시에 의존했으나, 세이지 세이프티는 AI가 실시간으로 영상을 분석하고 이상 행동을 자동 감지하며, 즉각적인 경보 시스템을 통해 보안 사고를 예방하는 것이 특징이다. 최신 AI 기반 객체 인식 및 영상 분석 기술을 적용해 높은 검출 정확도를 제공하며, 이를 통해 불필요한 오탐을 줄이고 중요한 이벤트만을 식별해 경보를 발생시키는 최적화된 기능을 갖추고 있다. 특히, 자체 개발 AI 모델을 적용해 더욱 향상된 감지 성능을 제공하며, 3D 공간 분석 기술을 활용해 객체 간 상대적 거리까지 측정할 수 있어 더욱 정밀한 위험 감지가 가능하다. 또한, 중앙 집중식 보안 관제 기능을 제공해 여러 개 CCTV를 통합적으로 관리하고 감시할 수 있는 플랫폼을 구축할 수 있도록 돕는다. AI 분석 엔진을 활용한 실시간 경보 시스템과 함께 데이터 분석을 통해 보안 취약 지점을 지속적으로 개선할 수 있도록 지원한다. 사용자가 설정한 특정 감시 영역이나 시간대별 보안 패턴을 분석해 보다 지능적인 보안 관리를 가능하게 한다. 이와 같은 보안 기능을 바탕으로, 산업 현장뿐만 아니라, 아파트, 공공기관, 학교, 병원, 대형 물류센터 등 높은 수준의 보안이 요구되는 다양한 환경에서 활용된다. 단순한 감시를 넘어, AI를 활용한 자동 보안 최적화 시스템을 통해 보안 관리의 사각지대를 줄이고, 보다 체계적인 보안 시스템 구축을 가능하게 한다. 이성우 세이지 마케팅부문 이사는 ”세이지 세이프티는 기존의 CCTV 시스템과도 손쉽게 연동할 수 있어 추가적인 인프라 구축 없이도 즉각적인 도입이 가능하다는 장점을 갖고 있다“며 ”온프레미스(On-premise), 온디바이스(On-device), 클라우드 기반의 유연한 운영 방식을 제공함으로써, 기업 및 기관의 환경에 맞는 최적의 솔루션을 선택해 적용할 수 있다”고 설명했다. 또 “앞으로도 세이지는 AI 기술을 활용한 보안 솔루션을 지속적으로 발전시켜, 기업과 기관이 보다 스마트하고 효율적으로 보안 시스템을 운영할 수 있도록 지원할 계획”이라고 덧붙였다. 한편 세이프티는 지난해 12월 산업통상자원부로부터 산업융합 혁신 품목으로 선정되며 기술력을 공식적으로 인정받았다. 세이지는 AI 머신비전 기술을 통해 산업 자동화와 보안 분야의 혁신을 선도하고 있으며, AI 기반 보안 기술을 활용하여 보다 안전하고 효율적인 산업 환경 조성을 목표로 하고 있다. 최정훈 기자 jhchoi@etnews.com 기사전문: https://www.etnews.com/20250320000296 #### 삼성·LG 납품하는 AI 스타트업, 세이지 대표가 말하는 산업용 AI 시장의 진실 영상: https://youtu.be/BZfR1zkRaRY?si=j33Ytu6XzijhODw9 #### 상수도 시설 진단현장 안전성↑…세이지-국토안전관리원 업무협약 산업 AX(인공지능 전환) 기업 세이지(SAIGE)가 국토안전관리원 충청지역본부와 '정밀안전진단업무에 이동식 AI CCTV 도입을 위한 업무협약'을 체결했다고 25일 밝혔다. 이번 협약은 정밀안전진단 현장의 기술자 안전 강화를 목적으로, 세이지의 AI 영상분석 기술과 국토안전관리원의 현장 운영 노하우를 결합해 진단현장 맞춤형 AI CCTV를 공동 개발하는 것이 핵심이다. 세이지는 이번 협약을 통해 상수도 진단현장에 특화된 AI 파일럿 프로그램을 제공하고, 현장 피드백을 반영한 진단 맞춤형 AI 플랫폼을 개발한다. 또 AI CCTV 도입 효과와 성과를 산출·공유해 기술 고도화에 나선다. 국토안전관리원은 상수도 진단현장의 위험요소를 발굴·공유하고, AI 딥러닝 학습용 위해행동 영상을 촬영·제공한다. 개발된 기술을 현장에 직접 적용하고 피드백을 제시하는 한편, 진단 맞춤형 AI CCTV의 판로 지원도 담당한다. 현재 활용되는 AI CCTV는 일반 건설작업 모니터링에 국한돼 있어 정밀안전진단 현장에 적용 가능한 AI 인식 프로그램이 부재한 상황이다. 특히 국토안전관리원이 전담하는 상수도 시설 진단현장은 밀폐공간 작업과 다수의 일급제 근로자 투입으로 사고 위험성이 높아 맞춤형 안전 솔루션이 시급하다. 양측은 협약 체결 후 즉시 수도 진단현장(밀폐공간 등)을 첫 적용 대상으로 삼아 AI 플랫폼 개발에 착수한다. 올해 안에 파일럿 프로그램 현장 적용 및 성과 검증을 완료하고, 내년부터 타 시설 진단현장으로 AI 플랫폼을 단계적으로 확대 적용할 계획이다. 아울러 국내 박람회·전시회를 통한 홍보 지원과 기술인증마켓 등록 등 판로 지원도 병행한다. 이번 협약은 세이지의 검증된 AI 기술을 공공 안전 인프라에 접목하는 첫 사례로, 산업 AX 역량을 공공 안전 분야로 확장하는 의미를 갖는다는 설명이다. 홍영석 세이지 대표는 "양측의 기술력과 현장 경험을 결합해 진단 분야 안전관리의 새로운 기준을 만드는 계기가 될 것"이라며 "세이지는 산업 AX 기업으로서 현장 중심의 AI 솔루션으로 공공 안전 강화에 기여해 나가겠다"고 말했다. 기사 원문: https://www.mt.co.kr/future/2026/06/25/2026062511310743973 #### 세이지 AI 솔루션, '산업융합 혁신품목' 선정…안전 혁신 '실현' 세이지의 '세이프티(SAIGE SAFETY)'가 산업통상자원부의 '산업융합 혁신품목'으로 선정돼 산업재해 예방과 스마트 안전 관리의 새 기준을 제시했다. 세이지는 인공지능(AI) 기반 안전 모니터링 솔루션 '세이프티'가 산업 현장의 위험 요소를 CCTV를 활용해 감지하고 이를 통해 안전성을 높이는 기술로 정부 인정을 받았다고 9일 밝혔다. 산업통상자원부는 이 기술의 융합성과 혁신성을 높게 평가해 '세이프티'를 혁신품목으로 선정했다. 세이지 '세이프티'는 CCTV에 AI 기술을 결합해 안전모 미착용, 화재, 연기, 쓰러짐 등 산업 재해로 이어질 수 있는 모든 위험 상황을 실시간으로 감지한다. 지난 2023년 11월 출시 이후 1천개 이상의 현장에 도입돼 산업 안전 관리의 핵심 솔루션으로 자리잡았다. 세이지 '세이프티'가 산업통상자원부의 '산업융합 혁신품목'으로 선정됐다. (사진=세이지) 이 기술은 배회, 침입, 쓰러짐 탐지 분야에서 한국인터넷진흥원(KISA)의 지능형 CCTV 성능 인증도 받았다. 이러한 공식 인증은 솔루션의 신뢰성과 기술적 우수성을 입증하는 데 기여했다. '산업융합 혁신품목'에 선정된 기업은 세제 혜택, 정부 연구개발(R&D) 우선지원, 자금 지원 등 다양한 혜택을 받는다. 세이지는 이를 통해 기술 개발과 시장 확대에 더욱 속도를 낼 계획이다. 이와 함께 세이지 박종우 공동 대표 역시 최근 한국공학한림원 정회원으로 선정돼 기술 리더십을 인정받았다. 홍영석 세이지 공동 대표는 "'세이프티'의 기술력과 가치가 공식적으로 인정받아 기쁘다"며 "더 많은 산업 현장에 적용해 산업 안전을 책임지는 솔루션으로 자리잡겠다"고 밝혔다. 조이환 기자 ianyhcho@zdnet.co.kr #### 세이지 비전, 'Vision Systems Design' 어워즈 수상 엔데버 주관 글로벌 비전기술 시상식에서 혁신 제품으로 선정 세이지가 자사의 인공지능(AI) 기반 머신비전 솔루션 ‘세이지 비전’으로 Vision Systems Design의 ‘2025 Innovators Awards’를 수상했다고 밝혔다. Vision Systems Design 시상식은 미국 미디어 그룹 엔데버가 주관하는 머신비전 업계 권위 있는 행사다. 매년 국제 컨퍼런스에서 머신비전 및 이미지 처리 분야에서 가장 혁신적인 제품과 브랜드를 선정해 시상한다. Innovators Awards는 독창성, 혁신성, 사용자 파급효과, 시장성, 생산력 향상 등을 종합적으로 평가해 수상자를 결정한다. 올해 시상식은 지난 12일 미시간주 디트로이트 헌팅턴 플레이스에서 열린 Automate 전시회의 Innovation Theater에서 진행됐다. 이성우 세이지 마케팅 부문 이사는 "이번 수상은 세이지 비전의 기술적 우수성과 시장에서의 실질적 성과를 국제적으로 인정받은 결과"라며 "앞으로도 글로벌 고객들의 요구에 맞춰 더욱 정교하고 신뢰성 높은 솔루션을 제공하겠다"고 밝혔다. 세이지는 딥러닝 기반의 AI 머신비전 소프트웨어 '세이지 비전'을 개발해 육안에 의존하던 제조업 외관검사를 자동화하고 있는 스타트업이다. 기존 룰 기반 알고리즘으로는 처리하기 어려웠던 스크래치, 찍힘, 얼룩 등 정성적 외관 결함을 고정밀 AI로 판별할 수 있어 국내외 대기업들의 주목을 받고 있다. 현재 삼성SDI, LG에너지솔루션, SK온 등 주요 이차전지 제조사를 비롯해 LS전선, 한화솔루션, 대덕전자 등과 협업하며 실제 생산라인에 솔루션을 공급하고 있다. 2024년에는 155억원 규모의 시리즈B 투자를 성공적으로 유치하며 기술력과 시장 경쟁력을 입증했다. 세이지는 ‘세이지 비전’을 비롯해 공정 모니터링 솔루션 '세이지 빔스(SAIGE VIMS)', 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)' 등 제조업 현장의 다양한 과제를 해결하는 AI 기반 솔루션 포트폴리오를 구축하고 있다. 뉴스전문: https://www.thelec.kr/news/articleView.html?idxno=36458 #### 세이지 세이프티, 화재 감지 성능 업데이트 화재 감지 성능 175%, 연기 감지 성능 100% 상승 배회, 침입, 쓰러짐 부문 국가 공인기관 한국인터넷진흥원(KISA) 주관 지능형 CCTV 성능 인증 세이지(전 세이지리서치, 대표 박종우∙홍영석)는 인공지능 기반 안전 모니터링 솔루션인 ‘SAIGE SAFETY(세이지 세이프티)’의 화재 감지 성능이 향상된 업데이트 패치를 배포했다고 3일 밝혔다. 세이지는 제조업이 마주하고 있는 다양한 문제를 해결하기 위해 산업용 AI(인공지능) 솔루션을 개발하는 스타트업이다. SAIGE SAFETY는 산업 현장에서 발생할 수 있는 안전 요소를 기존에 설치된 CCTV를 통해 모니터링하고 AI 기술을 이용해 자동으로 탐지하는솔루션으로, 안전모 미착용, 화재, 연기, 쓰러짐과 같이 큰 산업 재해로 이어질 수 있는 모든 위험 요소를 찾아내 사용자에게 즉각적인 알림을 제공한다. 작년 11월 한림기술과 함께 협력해 SAIGE SAFETY를 최초로 개발한 후 1,000개 이상의 현장에 도입되어 산업 안전을 책임지고 있다. 세이지는 이번 화재 감지 성능 업데이트를 위해 현장에서 수집한 데이터와 별개로 화재 관련 데이터 약 255만 장을 추가로 학습했으며, 불꽃과 연기 데이터만 각각 50만 개, 65만 개를 확보해 학습시켰다. 이로써 기존 버전 대비 불꽃 감지 성능은 175%, 연기 감지 성능은 100% 증가했다. 특히 사람과 화재를 동시에 검출하는 부분이 크게 개선되어 오검출 비율도 감소해 오알람을 사전에 방지할 수 있다. 홍영석 세이지 대표는 “SAIGE SAFETY 제품 고도화를 지속해 건설 현장뿐만 아니라 제조, 물류, 항만 등 다양한 산업 현장에서 안전을 책임지는 인공지능 모니터링 시스템으로 적용 범위를 확대해 나갈 것”이라고 밝혔다. 한편 최근 SAIGE SAFETY는 배회, 침입, 쓰러짐 분야에서 한국인터넷진흥원(KISA)의 지능형 CCTV 성능을 공식 인증받은 바 있다. #### 세이지-레노버, 전략적 파트너십으로 AI 머신비전 솔루션 통합 시연 ‘Intel AI Summit Seoul 2025’ 공동 참가 [인더스트리뉴스 박현우 기자] 세이지(SAIGE, 대표 홍영석)는 지난 1일 그랜드 인터컨티넨탈 서울 파르나스에서 개최된 Intel AI Summit Seoul 2025에 참가해 제조업에 특화된 AI 머신비전 솔루션 세이지 비전(SAIGE VISION)을 선보였다. 세이지-레노버, 'Intel AI Summit Seoul 2025' 공동 참가 [사진=세이지]세이지는 이번 서밋에서 글로벌 인프라 솔루션 리더인 레노버와 함께 공동 전시 부스를 운영하며 산업 현장에 최적화된 AI 솔루션의 실용성과 효과를 직접 시연했다. 특히 레노버의 ThinkSystem SR650 V4 서버에서 구동되는 세이지 비전의 실시간 데모는 참관객들로부터 큰 주목을 받았다. 세이지 비전은 제조업 환경에서 생성되는 다양한 데이터에 최적화된 독자적인 AI 알고리즘을 기반으로 한다. 이 솔루션은 기존의 육안 검사나 일반적인 머신비전 시스템보다 훨씬 빠르고 정확한 제품 품질 검사를 수행할 수 있어, 제조업체의 생산성 향상과 품질 개선에 직접적으로 기여한다. 특히 복잡한 제조 공정에서 발생할 수 있는 미세한 결함이나 품질 이상을 실시간으로 감지하고 분석해, 불량품의 사전 차단과 전체적인 생산 효율성 증대를 동시에 실현한다. 이러한 기술력은 다양한 제조 환경에서의 광범위한 적용을 가능하게 한다. 세이지 비전은 단순한 검사 솔루션을 넘어 AI 모델과 검사 장비를 통합한 종합적인 디지털 품질 관리(DX) 플랫폼으로 발전하고 있다. 이는 제조업체들이 디지털 전환(Digital Transformation)을 가속화하는 데 핵심적인 역할을 수행한다. 실시간 데이터 수집 및 분석, 예측적 품질 관리, 생산 공정 최적화 등의 기능을 제공해 제조업체들이 보다 스마트하고 효율적인 생산 환경을 구축할 수 있도록 지원한다. 또한 기존 제조 시설과의 원활한 통합이 가능해 도입 부담을 최소화한다. 이번 Intel AI Summit Seoul 2025에서 세이지는 레노버와의 전략적 파트너십을 통해 하드웨어와 소프트웨어의 완벽한 조합을 실현했다. 레노버의 고성능 인프라 플랫폼을 기반으로 최적화된 세이지 비전은 더욱 향상된 성능과 안정성을 제공한다. 이러한 협력 모델은 고객들에게 검증된 통합 솔루션을 제공함으로써 AI 도입의 복잡성을 줄이고 투자 효과를 극대화할 수 있는 기회를 제공한다. 세이지 홍영석 대표는 "Intel AI Summit Seoul 2025 참가를 통해 우리의 혁신적인 AI 머신비전 기술을 업계 전문가들과 공유할 수 있어 매우 의미 있었다"며, "세이지 비전은 제조업의 디지털 혁신을 가속화하는 핵심 동력이 될 것"이라고 강조했다. 또한 "앞으로도 레노버를 비롯한 글로벌 파트너들과의 협력을 더욱 강화해 국내 제조업체들이 글로벌 경쟁력을 확보할 수 있도록 지원하겠다. AI 기술을 통한 제조업 혁신을 선도하는 기업으로서의 역할을 지속적으로 확대해 나갈 계획"이라고 밝혔다. 기사전문: https://www.industrynews.co.kr/news/articleView.html?idxno=66615 #### 세이지-알에스오토메이션, 피지컬 AI 기반 로봇·자동화 플랫폼 개발 추진 세이지는 산업용 모션제어 전문기업 알에스오토메이션과 Physical AI 기반 차세대 로봇·자동화 플랫폼 공동 개발 및 사업화를 위한 전략적 업무협약(MOU)을 체결했다고 밝혔다. 이번 협약은 알에스오토메이션이 보유한 PC 기반 모션제어, 서보드라이브, 고해상도 엔코더 기술과 세이지의 산업 특화 비전 AI 기반 로보틱스 소프트웨어 기술을 결합해, 로봇이 실제 물리 환경에서 생성되는 데이터를 스스로 이해하고 학습·보정하는 Physical AI 로봇 구동 플랫폼을 구현하는 데 목적이 있다. 양사는 로봇 운용 과정에서 발생하는 모터, 전류, 토크, 진동 등 고해상도 물리 데이터를 AI가 학습해 로봇의 정밀도와 안정성을 실시간으로 최적화하는 AI 기반 모션 최적화 기술을 공동 개발한다. 이를 위해 세이지는 AI 모델 개발 및 최적화, 비전·로보틱스 알고리즘, Physical AI 구현을 위한 소프트웨어 스택을 담당하며, 알에스오토메이션은 서보 시스템, 모션컨트롤러, 스마트 튜닝 플랫폼과 고품질 제어·센서 데이터를 제공한다. 또한 양사는 Edge AI와 Robot Foundry 구조에 대한 공동 연구를 통해 Physical AI 로봇 플랫폼 프로토타입을 제작하고, 주요 제조·반도체 고객사를 대상으로 PoC(개념검증)를 추진해 실제 제조·물류 공정에 적용 가능한 레퍼런스를 확보할 계획이다. 기술 통합 성과에 따라 정식 사업 계약 및 공동 제품 출시도 검토한다. 이번 협력을 바탕으로 양사는 Physical AI 국가 프로젝트 공동 제안, AI 로봇 제조 플랫폼(K–Robot Alliance) 참여, 데이터·AI 기반 국책과제 공동 수행 등 정부 및 연구기관과의 협력도 확대해 국내 Physical AI 로봇 생태계 조성과 글로벌 시장 진출을 함께 추진할 방침이다. 박종우 세이지 대표는 “Physical AI는 단순히 로봇 데이터를 수집해 기존 텍스트·비디오·시연(VLA) 모델을 학습시키는 것만으로는 충분하지 않다”며 “로봇과 작업의 물리적 특성을 정확히 이해하고, 제어 단계에서 선별적으로 데이터를 수집해 로봇에 최적화된 생성형 모델을 bottom-up 방식으로 구축해야 성능을 발휘할 수 있다”고 말했다. 이어 “알에스오토메이션과의 협력을 통해 제조·물류 자동화 현장에서 실질적인 성과를 내는 차세대 AI 로봇 플랫폼을 구현하고 글로벌 경쟁력을 갖춘 산업용 AI 기술을 선보이겠다”고 밝혔다. 강덕현 알에스오토메이션 대표는 “로봇의 핵심인 모션제어 기술 위에 AI를 결합하는 것은 차세대 로봇 산업의 새로운 기준이 될 것”이라며 “세이지와의 협력은 한국형 Physical AI 플랫폼을 구축하는 중요한 출발점으로, 글로벌 시장에서 경쟁력을 갖춘 통합 로봇 플랫폼을 제시하겠다”고 말했다. 한편 세이지는 최근 사우디아라비아 정부 사절단을 초청해 AI 기술을 시연하고 협력 방안을 논의하는 등 글로벌 시장 확대에 나서고 있으며, 2025년 초격차 스타트업 1000+ 프로젝트에 선정돼 정부의 집중 지원을 받으며 기술 고도화와 시장 확대를 동시에 추진하고 있다. 기사 전문: https://www.hellot.net/news/article.html?no=108320 #### 세이지-오성철강, 중소기업 AI 전환 우수사례 대상 수상 철강 슬리팅 공정 AI 비전 검사 시스템 구축 "스마트 제조 혁신 선도" 산업 특화 비전 인공지능(AI) 기업 세이지(공동대표 박종우·홍영석, www.saige.ai)가 경기지방중소벤처기업청이 주관한 '2025년 경기지역 중소기업 AI 전환 우수사례 공모전'에서 대상을 수상했다. 세이지는 오성철강과 컨소시엄을 구성해 이번 공모전에 참가하였으며, 철강 슬리팅 공정에 AI 비전 검사 시스템을 성공적으로 도입한 사례를 인정받아 최고상인 대상(중소벤처기업부 장관상)을 수상하는 영예를 안았다. 세이지는 오성철강의 철강 코일 슬리팅 공정에 자사의 대표 제품인 ‘세이지 빔스(SAIGE VIMS)’를 적용하여 철강 코일 외관 결함을 자동으로 검출하는 AI 기반 품질관리 시스템을 구축했다. 세이지 빔스는 딥러닝 기반 영상 분석 기술을 활용하여 육안으로는 발견하기 어려운 미세 결함까지 실시간으로 감지할 수 있으며, AI 기반 자동 검사를 통해 불량 검출률을 대폭 개선하고 검사 시간을 단축하여 생산성을 향상시켰다. 또한 결함 데이터 분석을 통해 공정 개선 인사이트를 제공하고, 반복적인 육안 검사에 투입되던 인력을 고부가가치 업무로 재배치할 수 있게 되었다. 경기지방중소벤처기업청이 주관한 이번 공모전은 AI 기술을 활용하여 생산성 향상, 품질 개선, 비용 절감 등의 성과를 달성한 중소기업 우수사례를 발굴하고 확산하기 위해 마련되었다. 세이지와 오성철강의 협력 사례는 제조업 현장의 실질적인 AI 전환 성공 모델로 평가받아 대상을 수상했다. 세이지 김승현 본부장은 "이번 수상은 오성철강과의 긴밀한 협력을 통해 제조 현장의 실질적인 문제를 AI 기술로 해결한 결과"라며, "앞으로도 중소·중견 제조기업들이 AI 기술을 통해 경쟁력을 강화할 수 있도록 현장 중심의 맞춤형 솔루션을 지속적으로 개발하고 보급해 나가겠다"고 밝혔다. 세이지는 이번 수상을 계기로 철강 산업을 포함한 다양한 제조 분야에서 AI 비전 검사 시스템 구축 사례를 확대하고, 중소기업 AI 전환 지원을 위한 컨설팅 및 기술 지원을 강화할 예정이다. 세이지는 2017년 설립된 산업 특화 비전 AI 전문기업으로, 다양한 산업 현장을 중심으로 AI 기반 품질검사 및 안전관리 솔루션을 제공하고 있다. 기사 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202512110337&t=NN #### 세이지-인천국제공항공사 '맞손'…"셔틀트레인 안전 책임진다" AI-PORT 구현 상생협력 구축 인천공항 셔틀트레인이 보다 안전화될 전망이다. 이와 관련해 산업 AX 기업 세이지(SAIGE, 공동대표 박종우·홍영석)와 인천국제공항공사(사장직무대행 김범호 부사장)가 '인천공항 AI-PORT 구현을 위한 인천국제공항공사-혁신 AI 스타트업 상생협력' 업무협약(MOU)을 체결했다고 밝혔다. 이번 협약을 통해 세이지는 'Edge AI 기반 셔틀트레인 통합 안전 관제 시스템'을 인천공항 현장에서 기술 검증하게 됐는데, 인천국제공항공사는 실증에 필요한 테스트베드와 공공데이터를 제공하고 행정적 지원 및 피드백을 담당한다. 세이지는 파일럿 프로그램을 개발하고 기술 검증 및 현장 실증을 수행하며, AI 윤리원칙에 따라 안전하고 신뢰할 수 있는 실증 환경을 구현한다. 협약기간은 체결일로부터 1년이다. 세이지가 실증하는 시스템은 인천공항 셔틀트레인에 설치된 기존 CCTV 카메라에 AI 반도체(NPU) 어플라이언스를 추가 연결해 고압선로 위험구역 침입 감지, 헬멧(PPE) 미착용 판별, 작업자 쓰러짐 감지 3가지 기능을 카메라 단에서 즉시 처리한다. 기존 CCTV 인프라를 그대로 활용해 별도 공사 없이 바로 적용 가능하다. 인천공항 셔틀트레인은 제1터미널, 탑승동, 제2터미널을 연결하는 무인자동운전(UTO) 경전철로, 연간 2천만명 이상을 수송하는 핵심 교통 인프라다. 현재 가동 중인 AI CCTV는 승강장 혼잡도 분석에 한정돼 있어 궤도 내 고압선로 위험구역 침입, 작업자 쓰러짐 등 고위험 영역은 안전 사각지대로 남아 있었다. 세이지의 Edge NPU 아키텍처는 지하 터널·변전실 등 통신 음영 지역에서도 네트워크 없이 독립 작동하며, 영상 원본을 외부로 전송하지 않아 항공보안법 등 공항 보안 규정도 충족한다. 기존 서버 기반 영상 분석이 네트워크 전송과 서버 연산에 수초가 소요되는 것과 달리, 고압선로 접촉 사고처럼 1~2초 내 생사가 결정되는 상황에서도 즉각 대응이 가능하다. 현장 실증은 승강장 출입문 5개소를 대상으로 침입 감지 정확도, 쓰러짐 감지 응답 시간, 헬멧 판별 정확도를 검증한 뒤 제1터미널~탑승동~제2터미널 전 구간으로 확대 적용을 추진하는 순서로 진행된다. 세이지 홍영석 대표는 "이번 협약은 세이지의 Edge AI 안전 기술이 공항이라는 복잡한 인프라 환경에서도 즉시 구현 가능한 솔루션임을 인천국제공항공사와 함께 공식 검증하는 자리"라며 "인천공항 셔틀트레인 현장 실증을 시작으로 전국 철도·교통 인프라에 AI 안전 관제 플랫폼을 확산해 나갈 것"이라고 말했다. 기사 원문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202606290103&t=NN #### 세이지-지에스아이엘, '맞손'…"스마트 안전관리 시장 공략 본격화" 산업 특화 AI 머신비전 기업 세이지(대표이사 박종우, 홍영석)는 스마트 안전관리 솔루션 전문기업 지에스아이엘(대표이사 이정우)과 스마트 안전관리 시스템 고도화를 위한 업무협약(MOU)을 체결했다고 13일 밝혔다. 이번 협약식은 지난 11일 서울 서초구에 위치한 지에스아이엘 사무실에서 진행되었다. 양사는 이번 업무협약을 통해 세이지의 AI 머신비전 기술력과 지에스아이엘의 스마트 안전관리 솔루션을 결합하여 스마트 안전관리 시스템을 고도화하고, 상호보완적 협력체제를 구축할 계획이다. 이번 협약으로 양사는 AI 기술을 접목한, 보다 정확하고 효율적인 스마트 안전관리 시스템을 개발하여 산업현장의 안전을 강화할 예정이다. 세이지 박종우 대표는 "세이지의 AI 머신비전 기술이 지에스아이엘의 스마트 안전관리 솔루션과 결합되어 산업 안전 분야에서 새로운 혁신을 만들어 낼 것으로 기대한다"며, "양사의 기술력과 협력을 바탕으로 더욱 안전한 산업 환경 조성을 위한 최적의 솔루션을 제공하겠다"라고 말했다. 지에스아이엘 이정우 대표는 "이번 협력을 통해 AI 머신비전 기술을 접목한 한층 진화된 스마트 안전관리 시스템을 구축할 수 있게 됐다"며, "산업 현장의 안전 수준을 더욱 높이는 데 기여할 것"이라고 말했다. 세이지는 고도화된 AI 머신비전 기술을 기반으로 다양한 산업 분야에 혁신적인 솔루션을 제공하는 기업이다. 주요 제품인 ▲AI 기반 머신비전 솔루션 '세이지 비전(SAIGE VISION)', ▲AI 기반 제조 공정 모니터링 솔루션 '세이지 빔스(SAIGE VIMS)', ▲AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 통해 산업 현장의 디지털 전환을 선도하고 있다. 지에스아이엘은 스마트 안전관리 솔루션을 기반으로 다양한 산업 현장에서 체계적인 안전관리 시스템을 제공하고 있으며, 산업재해 예방 및 안전한 작업 환경 구축을 위해 지속적으로 기술을 발전시키고 있다. 한편, 세이지는 이달 12일부터 14일까지 서울 코엑스에서 열리는 '스마트공장·자동화 산업전 2025(AW2025)'에 참가한다. 한국경제TV 박준식 기자 parkjs@wowtv.co.kr 뉴스 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202503130286&t=NN #### 세이지, '2023 벤처창업진흥 유공' 포상 중기부 장관 표창 수상 산업에 특화된 인공지능 기술 혁신 인정받아 '창업기업' 부문 선정 (서울, 2024.01.17) 스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 개발하는 스타트업 세이지(세이지리서치, 대표 박종우)는 중소벤처기업부(이하 중기부)가 주관한 ‘2023 벤처창업진흥 유공’ 포상에서 중기부 장관 표창을 수상했다고 밝혔다. ‘벤처창업진흥 유공’은 혁신성장을 주도한 우수 벤처기업 및 창업기업을 발굴하기 위한 포상으로, 특히 세이지리서치가 이번에 선정된 ‘창업기업’ 부문은 기술력이 우수하고 성장 가능성이 높은 기업을 선정한다. 세이지리서치는 제조업에 특화된 AI 기술 개발에 집중하고 있다. 대표적인 제품으로는 딥러닝을 기반으로 제품 품질 검사를 자동으로 수행하는 SAIGE VISION(세이지 비전)과 기계학습을 기반으로 24시간 공정을 모니터링하고 이상 현상을 즉시 알림으로 제공해 과정을 개선하는데 도움이 되는 솔루션인 SAIGE VIMS(세이지 빔스)가 있다. 홍영석 세이지리서치 부대표는 “이번 포상은 ‘혁신적인 AI 기술을 통해 산업을 탈바꿈 시킨다’라는 미션아래 원천기술 연구에 집중한 결과라고 생각해 기쁘다”며, “기술 혁신을 이어가기 위한 투자를 아끼지 않겠다”고 밝혔다. (끝) 세이지, '2023 벤처창업진흥 유공' 포상에서 중소벤처기업부 장관상 표창 수상 #### 세이지, 'KPCA쇼 2025'에서 AI 기반 PCB결함 검사솔루션·MLOps 플랫폼 공개 산업특화 인공지능(AI) 기반 머신비전 전문기업 세이지(공동대표 박종우·홍영석)가 3일부터 5일까지 인천 송도컨벤시아에서 열리는 '국제 첨단 반도체 기판 및 패키징 산업전(KPCA Show 2025)'에 참가한다. 세이지는 전시회에서 AI 기반 머신 비전 솔루션 '세이지 비전(SAIGE VISION)'을 중심으로, 반도체 기판(PCB) 제작 과정에서 발생하는 다양한 결함을 자동으로 검출하는 실시간 데모를 선보인다. 특히 PCB제작 결함검사 데모와 MLOps(Machine Learning Operations) 플랫폼을 통해 현장에서 즉시 적용 가능한 AI 기술의 실용성을 입증한다. 세이지의 주요 제품인 세이지 비전은 딥러닝 알고리즘을 활용해 기존 룰 베이스 검사의 한계를 극복한 AI 머신 비전 솔루션이다. 제품 표면에 발생하는 비정형적 결함까지 빠르고 정확하게 검출해 불량 여부를 판단한다. 현재 세이지 비전은 이차전지와 PCB 분야를 중심으로 다양한 산업현장에서 활용되고 있다. 세이지는 이번 전시회에서 MLOps 플랫폼도 함께 선보인다. 머신러닝 모델의 개발부터 배포, 운영, 모니터링까지 전체 생명주기를 관리하는 플랫폼으로, 제조 현장에서 AI 솔루션의 지속적인 성능 최적화와 안정적인 운영을 보장한다. 이를 통해 고객사는 AI 모델의 성능 저하 없이 장기간 안정적으로 품질 검사 시스템을 운영할 수 있으며, 새로운 제품이나 공정 변경 시에도 신속하게 AI 모델을 업데이트할 수 있다. 이성우 세이지 마케팅부문 이사는 “PCB 제작 과정에서 발생하는 복잡하고 다양한 결함들을 AI가 어떻게 정확하게 검출하는지 실제 데모를 통해 확인하실 수 있을 것”이라고 말했다. 이어 “세이지의 '현장에서 제대로 작동하는 AI' 철학을 바탕으로, 반도체 패키징 산업의 품질 혁신과 생산 효율성 향상에 기여하겠다”고 덧붙였다. 한편, 세이지는 올해 미시간주 디트로이트 헌팅턴 플레이스에서 열린 Automate 전시회에서 Vision Systems Design의 '2025 Innovators Awards'를 수상했다. 이번 수상은 미국 미디어그룹 Endeavor가 주관하는 머신비전 업계의 권위 있는 시상식 중 하나로, 매년 국제 콘퍼런스에서 머신비전 및 이미지 처리 분야에서 가장 혁신적인 제품과 브랜드를 선정해 시상한다. 기사 전문: https://www.etnews.com/20250903000420 #### 세이지, '모니터링 솔루션 세이프티' 한국정보통신기술협회 GS인증 획득 인공지능(AI) 기반 비전 솔루션 기업 세이지(대표 박종우, 홍영석)는 자사의 AI 기반 안전 모니터링 솔루션 세이지 세이프티(SAIGE SAFETY)가 GS(Good Software)인증 1등급을 획득했다고 22일 밝혔다. GS인증은 한국정보통신기술협회(TTA)가 국내 우수 소프트웨어 제품을 대상으로 기능성, 신뢰성, 효율성, 사용성, 유지 보수성 등 다양한 항목을 종합적으로 평가하는 국가 공인 인증 제도다. 특히 1등급 획득은 해당 제품이 최고 수준의 품질을 갖췄음을 의미한다.이번 GS 인증을 획득한 세이지 세이프티는 산업 현장에서 발생할 수 있는 안전 요소를 기존에 설치된 CCTV를 통해 모니터링하고 AI 기술을 이용해 자동으로 탐지하는 안전 솔루션이다. 안전모, 안전대, 안전조끼 미착용, 화재, 연기, 쓰러짐, 침입, 중장비 협착과 같이 대형 산업 재해로 이어질 수 있는 위험 요소를 찾아내 사용자에게 즉각적인 알림을 제공하는 중대재해처벌법 특화 솔루션이다. 배회, 침입, 쓰러짐 분야에서 한국인터넷진흥원(KISA)의 지능형 CCTV 성능을 공식 인증받은 바 있다. SAIGE SAFETY 모니터링 화면(제공:세이지) 홍영석 세이지 대표는 “세이지 세이프티를 지속적으로 고도화하고 다양한 산업 현장에 적용하기 위해 노력할 것”이라고 전했다. 한편 2024년 12월 세이지 세이프티는 산업통상자원부의 산업융합 혁신품목에 선정된 바 있다. 구교현 기자 kyo@etnews.com 뉴스전문: https://www.etnews.com/20250122000396 #### 세이지, ‘마이크로소프트 AI 투어 인 서울’서 제조 산업 AI 혁신 전략 제시 산업 특화 AI 기업 세이지(SAIGE)는 자사 박종우 대표가 ‘마이크로소프트 AI 투어 인 서울(Microsoft AI Tour in Seoul)’에서 ‘제조 산업의 AI 혁신 전략’을 주제로 키노트 발표를 진행했다고 밝혔다. 이번 발표에서 박종우 대표는 제조 현장에서 AI 기술 도입시 발생하는 주요 도전 과제들과 이를 해결하기 위한 세이지의 AI 기반 솔루션을 소개했다. 박종우 대표는 제조 산업에서 AI 도입이 어려운 이유를 산업 현장에서는 매우 높은 정확도와 빠른 검사 속도를 요구하는 ‘엄격한 기준’이 적용돼 일반적인 AI 솔루션으로는 충족이 어렵다는 점, 산업 현장에서 수집되는 데이터 중 AI 학습에 유의미한 데이터(결함, 사고 등)의 비율이 단 1%에 불과한 ‘데이터 부족’ 문제가 있다는 점, AI 모델의 학습·배포·모니터링 등 운영 전반에 여전히 전문 인력이 필요해 ‘높은 운영 비용’이 발생한다는 점 등 크게 3가지로 요약했다. 박종우 대표는 이러한 문제 해결을 위해 바텀업(Bottom-up) 접근 방식의 버티컬 AI 에이전트(Vertical AI Agent) 개발을 강조했다.또 이 접근법은 각 산업에 특화된 기본 AI 기술을 개발하고 AI 모델 모니터링과 학습 데이터 선별 등 모델 운영을 위한 버티컬 MLOps를 구축해 AI 모델 결과 분석과 프로세스 개선점 도출 등을 수행하는 산업 특화 의사결정 에이전트로 발전시키는 과정을 거친다고 설명했다. 더불어 박종우 대표는 AI가 어떻게 제조업의 미래를 변화시킬지에 대한 비전도 제시했다. 발표에서는 AI 기반 로보틱스를 통한 스마트 팩토리 구현, AI 기반 품질 관리를 통한 실시간 검사 및 예측 유지보수, AI 기반 작업자 안전 관제, 그리고 작업자와 AI의 효과적인 협업 시스템 등이 주요 내용으로 다뤄졌다. 뉴스전문: https://www.epnc.co.kr/news/articleView.html?idxno=314499 #### 세이지, ‘스케일업 팁스’ 최종 선정 3년간 총 11억 4천만 원 연구개발비 지원받을 예정  안정적이고 효율적인 머신비전 시스템 운영 및 관리를 위한 MLOps 솔루션 개발에 집중  스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 개발하는 스타트업 세이지(세이지리서치, 대표 박종우∙홍영석)는 중소벤처기업부가 주관하는 ‘스케일업 팁스(TIPS)’ 과제에 선정됐다고 7일 밝혔다. 스케일업 팁스(TIPS, Tech Investor Program for Scale-up)는 유망한 중소 벤처의 규모 확장 촉진을 위해 민간 운영사가 유망 기업을 발굴해 먼저 자금을 투자하면 정부가 이후 매칭투자와 출연R&D를 병행해 지원하는 사업이다. 이번 스케일업 팁스 사업 선정으로 세이지는 3년간 총 11억 4천만 원의 연구개발비를 지원받는다. 이번 지원으로 세이지는 머신비전 시스템의 효율적인 운영 및 관리를 위한 MLOps(Machine Learning + Operation) 솔루션을 개발하는데 투자한다. 세이지는 AI 머신비전 솔루션으로 SAIGE VISION을 제공하고 있다. AI 머신비전 시스템이 활발하게 도입됨에 따라 SAIGE VISION의 AI 모델을 안정적이고 효율적으로 유지하고 배포하는 과정을 지원하기 위한 목적이다. 구체적으로는 AI 모델 성능 모니터링 기술, 라벨링 편의성 향상 기술, 학습 데이터 추천 기술 및 연속 학습(Continual Learning) 기술 개발에 집중할 계획이다. 제조업에 특화된 AI 솔루션을 개발해 시장에서 인정받기 시작한 세이지는 작년 9월 레전드캐피탈, SV인베스트먼트, TKG벤처스, 원익투자파트너스로부터 총 155억원 규모의 시리즈 B 투자를 유치한 바 있다. (끝) #### 세이지, AI 머신비전 혁신 기술 선보인다…SMATEC 2025 참가 세이지 비전(SAIGE VISION)의 제조업 품질관리 자동화 솔루션 전시 산업 특화 비전 인공지능(AI) 기업 세이지(SAIGE, 공동대표 박종우·홍영석, www.saige.ai)가 오는 11월 5일부터 7일까지 수원컨벤션센터에서 개최되는 '제7회 스마트공장구축 및 생산자동화전(SMATEC 2025)'에 참가한다고 밝혔다. 한국경제신문, 한국산업단지공단 등이 주관하는 SMATEC 2025는 국내 최대 규모의 스마트공장 및 자동화 산업 전시회로, 스마트 제조 혁신을 위한 최신 기술과 솔루션을 한자리에서 선보이는 장이다. 세이지는 이번 전시에서 메인 솔루션인 '세이지 비전(SAIGE VISION)'을 전시할 예정이다. 세이지 비전은 딥러닝 알고리즘을 활용한 AI 기반 머신비전 솔루션으로, 제품 표면의 비정형적 결함을 자동으로 검출하고 불량 여부를 판단하는 품질검사 자동화 시스템이다. 기존 룰 기반(rule-based) 방식으로 검사가 어려웠던 미세하고 복잡한 결함까지 정확하게 검출할 수 있다. 업계 최고 수준의 검사 정확도와 다양한 보조 기능으로 사용자 친화적인 AI 자동화 도입 환경을 구현한 것이 특징이다. 세이지는 이미 삼성SDI, LG에너지솔루션, SK온 등 국내 주요 기업에 솔루션을 공급하며 이차전지, 반도체, 디스플레이, 자동차 부품, 등 다양한 산업 분야에서 기술력을 검증받고 있다. 세이지 마케팅 부문 이성우 이사는 "SMATEC 2025는 국내 제조업의 스마트화를 선도하는 대표 전시회로, 세이지가 보유한 혁신적인 AI 머신비전 기술을 산업 현장 관계자들과 공유할 수 있는 좋은 기회"라며 "이번 전시를 통해 세이지 비전이 제조 현장의 품질관리, 생산성 향상, 불량률 감소 등 다양한 과제를 어떻게 효과적으로 해결할 수 있는지 실증적으로 선보일 예정"이라고 말했다. 한편, 세이지는 지난 4월 미국 디트로이트에서 열린 'Automate 2025' 전시회에서는 머신비전 업계의 권위 있는 시상식인 'Vision Systems Design 2025 Innovators Awards'를 수상하며 글로벌 기술 경쟁력을 인정받기도 했다. 기사 전문: https://www.wowtv.co.kr/NewsCenter/News/Read?articleId=A202511040596&t=NN #### 세이지, BUTECH 2025서 머신비전 솔루션 ‘세이지 비전’ 공개 자동차, 조선, 부품 등 동남권 글로벌 기계산업단지 공략 세이지가 오는 5월 20일부터 23일까지 부산 벡스코에서 개최하는 제12회 부산국제기계대전(BUTECH 2025)에 참가한다. 세이지(SAIGE)는 인공지능(AI) 기반 머신비전 솔루션 전문업체다. 빠르고 정확히 제품 결함 찾아내는 '세이지 비전', 공정 모니터링 솔루션 '세이지 빔스', 안전 모니터링 솔루션 '세이지 세이프티' 등 다양한 제품을 제공한다. BUTECH 2025는 자동차, 조선 기계부품 등 제조업 클러스터가 줄비한 동남권 최대 글로벌 기계산업 종합 전시회다. 세이지는 BUTECH 2025에서 부산·울산·경남 지역 제조업체에 AI 기반 머신비전 솔루션을 선보인다. 자체 솔루션 '세이지 비전'을 중점으로 전시한다. 세이지 비전은 제조 현장의 품질 검사 자동화를 지원해 스마트팩토리를 구축하는 핵심 시스템이다. 기존 머신비전의 한계를 뛰어넘어 비정형 불량 검출에도 강점이 있게 설계된 것이 특징이다. 전시 기간 중 세이지 비전으로 외관 결함 검출을 시연하고 체험 부스를 제공한다. 관람객과 업계 관계자들에게 세이지 비전의 활용 가능성을 직접 소개하기 위함이다. 이성우 세이지 마케팅 부문 이사는 "BUTECH 2025 참가로 스마트팩토리 구축의 핵심 요소인 머신비전 솔루션 세이지 비전을 업계에 널리 알릴 것"이라며 "제조업 전반에서 AI 기반 비전 시스템 도입이 가속화되는 상황에서 세이지는 산업별 맞춤형 솔루션으로 시장을 선도하겠다"라고 밝혔다. 기사전문: https://www.thelec.kr/news/articleView.html?idxno=35965 #### 세이지, KISA '지능형 CCTV 성능 시험인증' 추가 획득 세이지(SAIGE)의 AI 기반 안전 모니터링 솔루션 세이지 세이프티(SAIGE SAFETY)가 한국인터넷진흥원(KISA)의 '지능형 CCTV 성능 시험인증 중 방화 분야 인증'을 추가로 획득했다고 21일 밝혔다. KISA의 지능형 CCTV 성능시험인증은 영상 내에서 발생하는 특정 이벤트의 탐지 정확도를 평가하는 권위 있는 인증 제도다. 배회와 침입, 유기, 쓰러짐, 싸움, 방화 등 행위 검출 성능을 평가하며, 항목별 90% 이상의 성능을 달성해야 하는 까다로운 인증이다. 세이지 세이프티는 이미 ‘배회’, ‘침입’, ‘쓰러짐’ 탐지 분야에서 KISA 성능 인증을 받은 바 있고 이번 방화 분야 인증 획득을 통해 총 4개 분야에서 공인된 AI 탐지 성능을 보유한 솔루션으로 자리매김하게 됐다고 회사는 전했다. 세이지 세이프티는 건설 현장, 제조업 등 다양한 산업 현장의 위험 요소를 실시간으로 분석하고 경고하는 AI 기반 지능형 CCTV 솔루션이다. 근로자 안전모 미착용, 위험구역 침입, 중장비 접근 등 작업자 안전 상태는 물론, 화재와 연기 등 산업현장 내 다양한 위험 요소까지 감지할 수 있다고 회사는 소개했다. 특히 기존 CCTV와의 호환성을 바탕으로 추가 시설 투자 없이 도입이 가능하며 다수의 CCTV를 통합 관제할 수 있는 기능을 제공해 효율적인 안전관리를 지원한다고 덧붙였다. 이성우 세이지 마케팅 부문 이사는 “지능형 CCTV는 단순 감시를 넘어, 생명과 자산을 보호하는 적극적인 도구로 진화하고 있다”며 “세이지 세이프티는 지속적인 기술 고도화와 인증 확대를 통해, 대한민국을 대표하는 AI 기반 안전 솔루션으로 자리 잡을 것”이라고 말했다. 뉴스전문: https://www.paxetv.com/news/articleView.html?idxno=233264 #### 세이지, KISS 2025서 AI 기반 안전 모니터링 솔루션 '세이지 세이프티' 시연... "능동적인 위험 예방 가능해" 산업 특화 AI 머신비전 전문기업 세이지(대표 박종우, 홍영석, SAIGE)가 오는 7월 7일부터 10일까지 고양 킨텍스 제2전시장 7·8홀에서 열리는 ‘스마트안전보건박람회(국제안전보건전시회·KISS 2025)’에 참가한다고 밝혔다. 세이지는 이번 전시회에서 AI 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 공개한다. 제품 시연을 진행하며, 방문객들에게 AI 기반 안전 솔루션의 성능을 직접 체험할 기회를 제공할 예정이다. 기업 및 기관 관계자들은 세이지 부스를 방문하여 AI 감지 성능과 안전 관제 기능을 확인하고, 산업 현장에 특화된 맞춤형 안전 솔루션 구축 방안에 대한 상담을 받을 수 있다. 세이지 세이프티는 기존 CCTV 카메라를 활용하여 산업 안전 전반의 위험을 실시간으로 감지해 사고를 예방하는 AI 기반 지능형 안전 모니터링 솔루션이다. 작업자의 안전모 미착용, 위험구역 침입, 중장비 접근, 작업자 쓰러짐 등 작업 환경에서 발생할 수 있는 다양한 위험 상황을 자동으로 감지한다. 또한 화재와 연기 감지, 방화 행위 탐지까지 가능해 대형 사고로 이어질 수 있는 각종 재해를 예방하는 것이 특징이다. 특히 세이지 세이프티는 한국인터넷진흥원(KISA)의 지능형 CCTV 성능 시험인증에서 '배회', '침입', '쓰러짐', '방화' 등 4개 분야의 인증을 획득하여 AI 탐지 성능의 우수성을 공식적으로 인정받았다. KISA 인증은 영상 내 특정 이벤트 탐지 정확도를 평가하는 권위 있는 인증으로, 항목별 90% 이상의 성능을 달성해야 하는 까다로운 기준을 통과한 것. 이성우 세이지 마케팅 부문 이사는 "국제안전보건전시회는 산업 안전 분야의 가장 중요한 행사 중 하나로, 이번 참가를 통해 AI 기반 안전 기술의 혁신성을 널리 알릴 수 있는 좋은 기회가 될 것"이라며 "세이지 세이프티는 단순한 감시를 넘어 능동적인 위험 예방이 가능한 지능형 안전 솔루션으로, 산업 현장의 안전 수준을 한 단계 끌어올릴 것으로 기대된다"고 밝혔다. 이어 "건설, 제조, 물류 등 다양한 산업 분야에서 안전사고 예방에 대한 관심이 높아지고 있는 상황에서, AI 기술을 활용한 스마트 안전 관리 시스템의 필요성이 더욱 커지고 있다"라며 "세이지는 이번 전시회를 통해 산업 안전 분야의 디지털 전환을 선도하는 기업으로서의 역할을 다할 것"이라고 덧붙였다. 세이지 세이프티는 중소벤처기업부 주관 '기술개발제품 시범구매제도'에 선정되어 전국 550여 개 공공기관을 대상으로 시범 구매 서비스를 진행하고 있으며, 지난해 12월 산업통상자원부로부터 산업융합 혁신 품목으로 선정되는 등 공공부문에서의 기술력을 공식적으로 인정받고 있다. 한편, 안전보건공단이 주최하고 안전보호구협회·경연전람이 주관·운영하며 고용노동부가 후원하는 ‘스마트안전보건박람회’에는 △산업안전 및 보호구 △산업보건 및 직업건강 △소방 및 방재 △화학 안전 △방폭기기·방호장치 △워크웨어·작업복 △스마트안전 공공서비스 및 공공안전관리 관련 품목이 전시 소개된다. 기사전문: https://kr.aving.net/news/articleView.html?idxno=1801838 #### 세이지, KISS 2026서 산업 안전 특화 AI 솔루션 공개 산업 안전 특화 VLM 탑재 ‘세이지 세이프티’ 전시 CCTV 연동해 9가지 위험 이벤트 실시간 탐지 맥락 기반 2차 판단으로 오탐 알람 차단 “중대재해 대응 기업에 AI 안전 기술 제시” 산업 인공지능 전환(AX) 기업 세이지가 산업 안전 특화 비전언어모델(VLM)을 탑재한 AI 안전 모니터링 솔루션을 공개한다. 세이지는 오는 6일부터 9일까지 경기도 고양시 킨텍스 제2전시장에서 열리는 ‘2026 국제안전보건전시회(KISS 2026)’에 참가한다고 2일 밝혔다. KISS 2026은 한국산업안전보건공단이 주최하는 국내 최대 규모 산업 안전보건 전문 전시회다. 올해는 ‘AI 안전보건박람회’를 주제로 AI 기반 산업 현장 안전기술을 집중 조명한다. 세이지는 이번 전시에서 AI 기반 안전 모니터링 솔루션 ‘세이지 세이프티’를 선보인다. 세이지 세이프티는 기존 CCTV 인프라와 연동해 산업 현장의 위험 상황을 실시간으로 탐지하는 솔루션이다. 탐지 대상은 화재·연기, 안전모 미착용, 안전조끼·안전대 미착용, 위험 설비 접근, 외부 침입, 쓰러짐, 현장 배회, 중장비 협착 등 9가지 위험 이벤트다. 위험 발생 시 SMS, 이메일, 모바일 알림을 보내고 경광등, 스피커 등 사물인터넷(IoT) 기기와 PLC·설비 제어 시스템과 연동해 즉각 경보를 발령한다. 필요 시 자동 가동 중지도 실행할 수 있다. 이번 전시에서 세이지가 강조하는 기술은 산업 안전 특화 VLM이다. 기존 AI 카메라가 객체 탐지 중심으로 작동해 현장 맥락을 파악하는 데 한계가 있었다면, 세이지의 VLM은 AI가 1차 탐지한 결과를 현장 상황과 맥락에 따라 다시 판단한다. 이를 통해 불필요한 오탐 알람이 관제실에 전달되기 전에 걸러낼 수 있다는 설명이다. 예를 들어 용접 불꽃을 화재로 오인하거나, 작업자의 특정 자세를 쓰러짐으로 잘못 판단하는 사례를 줄일 수 있다. 관제 인력이 실제 위험 상황에 집중할 수 있도록 돕는 것이 핵심이다. 새로운 위험 유형을 자연어로 입력해 현장에 적용할 수 있는 점도 특징이다. 별도 데이터 수집이나 모델 재학습 없이 현장별 맞춤 안전 기준을 설정할 수 있다. 기존 CCTV 인프라 위에 VLM 기반 2차 검증 기능을 추가하는 방식이어서 카메라 교체 없이 도입할 수 있다. 이성우 세이지 마케팅 이사는 “기존 AI 카메라가 해결하지 못한 맥락 이해 문제를 산업 안전 특화 VLM으로 풀어냈다”며 “이번 KISS 2026을 통해 중대재해처벌법 대응과 현장 안전에 고민하는 기업들이 세이지 세이프티의 실질적인 성능을 직접 체험하고, AI가 산업 현장을 어떻게 더 안전하게 바꾸는지 확인하는 기회가 되기를 바란다”고 말했다. 세이지 세이프티는 건설, 항만, 물류, 제조 등 다양한 산업 현장에 적용되고 있다. 고려아연, GS건설, 롯데건설, 기아자동차, 현대모비스 등이 도입해 운용 중이다. 세이지는 해당 솔루션으로 한국인터넷진흥원 인증과 GS 인증 1등급을 획득했으며, 안전 모니터링 AI 원천 기술 특허도 출원했다. 기사 원문: https://www.edaily.co.kr/News/Read?newsId=04086886645510584&mediaCodeNo=257&OutLnkChk=Y #### 세이지, KT클라우드와 협력해 제조업·산업안전 AI 서비스 공급 추진 세이지는 KT클라우드와 전략적 협력 양해각서를 체결하고, KT클라우드의 AI Foundry 플랫폼을 기반으로 제조업 및 산업안전 분야 AI 서비스를 공급한다고 발표했다. 이번 협력은 제조업체들이 맞춤형 AI 서비스를 통해 공정 최적화와 생산성 향상, 비용 절감을 실현하는 데 중점을 두고 있다. 세이지는 KT클라우드 AI Foundry 플랫폼의 강력한 인프라와 AI 개발 환경을 활용해, 제조업 핵심 영역에서의 AI 기술 적용을 가속화할 계획이다. 이를 통해 제조 공정 최적화, 품질 관리 자동화, 예측 정비 등 다양한 분야에서 혁신적인 솔루션을 제공하여 고객사의 생산성을 향상시키는 한편, 비용 절감 효과를 기대하고 있다. 또한, 산업안전 분야에서도 AI 기술을 활용한 다양한 서비스를 제공할 예정이다. 예를 들어, 작업장 내 위험 요소를 실시간으로 감지하고, 안전사고를 예측하고 예방하는 기술, 작업자의 안전을 모니터링하는 시스템 등이 포함된다. 이를 통해 더 안전한 산업 환경을 조성하고자 한다. KT클라우드의 AI Foundry는 기업들이 AI 서비스를 쉽게 구축하고 운영할 수 있도록 돕는 통합 AI 플랫폼으로, 세이지는 이를 통해 자사의 제조 및 산업안전 AI 솔루션의 성능과 확장성을 크게 강화할 수 있을 것으로 기대하고 있다. 또한, KT클라우드와의 협력을 통해 공공 부문 제조업체 및 산업안전 관련 기관으로의 사업 확장도 가능해질 전망이다. 특히, KT클라우드의 CSAP(Cloud Service Assurance Program) 인증 취득을 지원받아 공공 시장에도 진출할 수 있는 기회를 얻었다. 이번 협력 양해각서는 3년간 유효하며, 양사는 버티컬 영업 활동을 통한 신규 고객 유치, 기술 컨설팅 및 지원, 공동 마케팅 추진 등 여러 분야에서 긴밀히 협력할 예정이다. 세이지 홍영석 대표는 “KT클라우드 AI Foundry와의 협력을 통해 제조업과 산업안전 분야에서 차별화된 AI 서비스를 제공하게 되어 매우 기쁘다”며, “이번 협력이 국내 제조업의 디지털 전환과 산업 현장의 안전성 향상에 큰 기여를 할 것으로 기대한다”고 말했다. 세이지는 AI 기반 제조업 솔루션과 산업안전 서비스를 전문으로 하는 혁신적인 기업으로, 제조 공정 최적화부터 작업장 안전 관리까지 포괄적인 AI 솔루션을 제공하고 있다. 세이지 비전(SAIGE VISION), 세이지 빔스(SAIGE VIMS), 세이지 세이프티(SAIGE SAFETY) 등 다양한 AI 솔루션을 통해 제조업 현장의 여러 과제를 해결하고 있다. 기사전문: https://www.hellot.net/news/article.html?no=104627 #### 세이지, SIMTOS 2026 참가…제조 AI 솔루션 공개 검출 넘어 원인 분석까지 수행하는 AI 에이전트 구현공정 가동률 높이는 문제 해결형 AI 기술 제시비전 AI·데이터 기반 생산 최적화 솔루션 공개현장 적용 중심 산업 AI 경쟁력 강조 산업 AX 기업 세이지(대표 박종우·홍영석)는 오는 13~17일 킨텍스에서 개최되는 세계적인 생산제조기술 전시회 ‘SIMTOS 2026’에 참가해 제조 현장의 혁신을 이끌 차세대 AI 솔루션과 신기술을 공개한다고 8일 밝혔다. 세이지는 이번 전시회에서 자사의 핵심 제품군인 ▲AI 기반 머신 비전 솔루션 ‘세이지 비전’과 ▲AI 기반 통합 생산 인텔리전스 솔루션 ‘세이지 빔스’를 중심으로 실제 제조 공정에 즉각 적용 가능한 다양한 산업용 AI 기술을 선보인다. 기존 머신 비전 시스템이 양품과 불량을 판별하는 단순 검출에 머물렀다면, 세이지 ‘산업 AI 에이전트’는 한 단계 더 나아가 결함 발생 시 문제의 근본 원인을 스스로 진단하고 구체적인 해결책까지 제시한다. 이는 현장 작업자의 의사결정을 지원하고 공정 가동률을 극대화하는, 제조 AI의 질적 도약을 의미한다. 아울러 세이지는 중소·중견기업의 AI 비전 검사 도입을 돕는 ‘머신 비전 스타터 키트’도 선보인다. 기술 진입 장벽을 낮추기 위한 도입 가이드와 함께 공개되는 이번 키트는, AI를 처음 접하는 제조 현장에서도 신속하게 검사 자동화를 시작할 수 있도록 설계됐다. 고도화된 제조 환경을 위한 ‘세이지 비전 엔터프라이즈’의 머신러닝 운영(MLOps) 기능도 시연한다. 세이지는 AI 모델 성능 모니터링부터 재학습, 자동 배포에 이르는 전 과정을 시연하며, 시시각각 변화하는 제조 환경에 맞춰 AI 모델을 지속적으로 최적화하고 유지보수할 수 있는 독보적인 기술력을 입증할 계획이다. 이성우 세이지 마케팅 이사는 “단순 검출을 넘어 공정 문제를 스스로 진단하고 해결을 돕는 ‘산업 AI 에이전트’ 기술력을 선보이게 됐다”라며 “AI가 제조 현장의 복잡한 문제를 실질적으로 해결할 수 있다는 확신을 고객들과 함께 나누는 자리가 될 것”이라고 말했다. 한편 세이지는 삼성SDI, LG에너지솔루션 등 글로벌 기업 품질 검사를 수행했다. 최근 중소벤처기업부 ‘초격차 스타트업 1000+ 프로젝트’ 및 산업통상부 ‘산업융합 혁신품목’에 선정되는 등 산업 특화 AI 분야에서 입지를 다지고 있다. 기사전문: https://www.edaily.co.kr/News/Read?newsId=03280006645414152&mediaCodeNo=257&OutLnkChk=Y #### 세이지, 국내 정유사 이어 아람코와 실증 진행한다 산업특화 비전 인공지능(AI) 전문기업 세이지가 세계 최대 석유 기업인 사우디 아람코와 기술검증(PoC)를 진행한다 사우디 아람코의 핵심 생산부서로부터 9개 현장 확장 도입을 위한 조건부 기술 검증 요청이 먼저 들어오면서 시작됐다. 안전 모니터링 AI 솔루션 '세이지 세이프티' 도입을 논의 중인 국내 주요 정유회사의 소개로 아람코 측에서 직접 세이지에 기술 제안을 요청한 것으로 알려졌다. 세이지는 아람코에도 방폭 카메라와 연동 가능한 '세이지 세이프티'를 중심으로 기술 제안을 진행한다. 세이지 세이프티는 한국인터넷진흥원(KISA)의 지능형 CCTV(폐쇄형TV) 성능 시험인증에서 배회, 침입, 쓰러짐, 방화 등 4개 분야에서 인증을 획득한 검증된 솔루션이다. 이 솔루션은 작업자의 안전모 및 안전대 착용 여부, 중장비 협착, 추락, 쓰러짐 등 안전 상태와 화재, 연기, 위험 설비 접근, 외부침입 등 산업 현장 위험 요소를 실시간으로 감지해 사고를 예방하는 기능을 제공한다. 김승현 세이지 본부장은 "세계 최대 에너지 기업으로부터 직접 기술 검증 요청을 받은 것은 우리 기술력에 대한 글로벌 인정을 의미한다"며 "프로젝트를 진행하면서 극한 환경에서도 안정적으로 작동하는 AI 안전 솔루션의 우수성을 입증하고, 글로벌 에너지 산업 시장 진출의 발판을 마련하겠다"고 밝혔다.  세이지는 155억 원 규모의 시리즈B 투자를 유치해 글로벌 경쟁력을 인정받았다. 최근 미국 디트로이트에서 열린 Automate 전시회에서 Vision Systems Design의 '2025 Innovators Awards'를 수상하는 등 국제적으로 기술력을 검증받았다. 세이지는 서울대학교 로봇자동화연구실에서 출발해 2017년 박종우 교수와 석박사들이 창업한 딥러닝 기반 제조업 검사와 품질관리 전문 기업이다. 삼성SDI, LG에너지솔루션 등 유수 기업에서 입증된 실적을 보유하고 있다. AI 기반 머신 비전 솔루션 '세이지 비전(SAIGE VISION)', 제조 공정 모니터링 솔루션 '세이지 빔스(SAIGE VIMS)', 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)' 등 제조업 현장의 다양한 과제를 해결하는 종합 AI 솔루션을 제공하고 있다. 기사 전문: https://www.thelec.kr/news/articleView.html?idxno=40876 #### 세이지, 독일서 머신 비전 공개 세이지 제공[파이낸셜뉴스] 스마트 팩토리 구현을 위한 인공지능(AI) 솔루션을 개발하는 스타트업 세이지가 해외 시장 공략을 위해 독일에서 머신비전 프로그램을 공개한다. 세이지는 독일 슈투트가르트 전시장에서 8일부터 10일까지 진행하는 세계 최고의 머신 비전 무역 박람회 '비전 2024(VISION2024)'에 참가한다고 8일 밝혔다. 세이지는 이번 전시에서 딥러닝 기반 머신 비전 '세이지 비전(SAIGE VISION)'을 선보인다. 세이지 비전은 기존 룰 기반 학습의 한계를 극복하기 위해 개발된 AI 솔루션으로, 딥러닝 알고리즘을 활용해 제품 표면에 발생한 비정형적 결함을 자동으로 검출하고 불량 여부를 판단하는 데 도움을 주는 머신비전 프로그램이다. 해외시장 공략세이지의 머신 비전 무역 박람회 '비전 2024(VISION2024)' 부스 이미지 세이지 마케팅 리드 이성우는 "이번 박람회를 통해 유럽을 포함한 전 세계에 세이지의 우수한 기술력을 선보여, 본격적인 해외 시장을 공략하겠다"고 말했다.비전 2024에는 전 세계 머신 비전의 다양한 산업 분야에서 약 379여개 참가사와 약 6500명이 참관객이 함께한다. 한편, 세이지는 중소벤처기업부가 주관하는 '스케일업 팁스(TIPS)' 과제에 최근 선정됐다. 스케일업 팁스는 유망한 중소 벤처의 규모 확장 촉진을 위해 민간 운영사가 유망 기업을 발굴해 먼저 자금을 투자하면 정부가 이후 매칭 투자와 출연 R&D를 병행해 지원하는 사업이다. 뉴스 전문: https://www.fnnews.com/news/202410081057503616 #### 세이지, 딥러닝 기반 머신비전 솔루션 SAIGE VISION 업그레이드 버전 출시 Image Anomaly Detection, Image Enhancement 등 차별화된 신규 기능 추가 라벨링 효율성을 향상할 수 있는 Auto Label, Quick Label 기능 도입 Optimizer 이용 시 최대 5배까지 검사 속도 향상 가능 스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 개발하는 스타트업 세이지(세이지리서치, 대표 박종우)는 딥러닝 기반 머신비전 솔루션 SAIGE VISION(세이지 비전) 버전 2.1를 출시했다고 밝혔다. SAIGE VISION은 기존 룰 기반(rule-based) 학습의 한계를 극복하기 위해 개발된 AI 솔루션으로, 딥러닝 알고리즘을 활용해 제품 표면에 발생한 비정형적 결함을 자동으로 검출하고 불량 여부를 판단하는 데 도움을 주는 머신비전 프로그램이다. [이미지1] SAIGE VISION 주요 7가지 기능 버전 업그레이드가 진행되면서 차별화된 새로운 기능들이 추가되었다. 우선 ‘Image Anomaly Detection’은 정상 이미지만을 학습해서 결함 이미지를 검출하는 기능으로, 사전에 정의하지 않은 불량을 검출할 수 있다. 비지도 학습 기반이기 때문에 라벨링을 최소화할 수 있다는 장점이 있다. 또 다른 신규 기능인 ‘Image Enhancement’는 X-ray 또는 CT로 급속 촬영된 저품질 이미지나 초점이 맞지 않는 이미지를 고품질로 개선해준다. 딥러닝 학습에 활용할 수 있을 만큼 품질을 개선해 주기 때문에 고품질 이미지 취득이 어려운 제조업 환경에 인공지능을 도입하는 데 최적화된 기능이라고 볼 수 있다. 아울러 라벨링에 소요되는 시간을 줄일 수 있는 부가 기능이 도입되었다. ‘Auto Label’과 ‘Quick Label’은 AI가 결함을 자동으로 가이드를 해주고, 이를 클릭만 하면 결함 영역을 선택할 수 있는 새로운 기능이다. 기존에는 사람이 직접 결함이 있는 부분을 그려서 결함을 표시해야 했다. [이미지2] SAIGE VISION 2.1 솔루션 화면 기존 버전에서 제공하던 기능의 성능도 월등히 향상되었다. 버전 2.1에서 제공하는 문자 검출 기능인 ‘OCR(Optical Character Recognition)’은 기본으로 제공하는 영어, 한글, 숫자, 특수문자 33개 외에 다른 언어나 복잡한 기호를 학습시키면 인식할 수 있도록 기능을 개선했다. 또한 SAIGE VISION만이 제공하는 특수 기능인 가상 결함을 생성하는 Defect Generation은 버전 1보다 실제 이미지와 더욱 유사한 높은 품질의 결함 이미지를 만들 수 있다. 전반적인 검사 시간과 정확도 역시 개선되었다. 제품이 적용되는 환경에 맞춰 AI 모델을 최적화하는 Optimizer 기능을 적용하면, 이 기능을 적용하지 않았을 때보다 최대 5배까지 검사 속도를 높일 수 있다. 나아가 다양한 산업 데이터로 테스트한 결과 기존 버전 대비 평균 10% 정확도가 향상되었음이 확인되었다. 홍영석 세이지 부대표는 “이번 SAIGE VISION 버전 업그레이드는 무엇보다 사용자의 편의성과 제조업 환경 최적화에 초점을 맞췄다”라고 설명하며, “제조업에서 발생하는 문제를 해결할 수 있는 AI 솔루션을 개발하는 데 집중하겠다”라고 밝혔다. 세이지의 새로운 SAIGE VISION은 3월 27일부터 29일까지 코엑스(Coex)에서 진행되는 “2024 스마트공장∙자동화산업전(Smart Factory + Automation World 2024)” 전시 부스(C홀 C808)에서 최초 공개 예정이다. (끝) #### 세이지, 박종우∙홍영석 각자대표 체제로 전환 홍영석 대표, 창립 멤버이자 부대표로 세이지 비즈니스 확장에 주된 활동 역임 스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 개발하는 스타트업 세이지(세이지리서치)는 홍영석 부대표를 대표로 선임하면서 박종우 대표와 함께 각자대표 체제로 전환한다고 1일 밝혔다. 홍영석 대표는 2017년 세이지 설립부터 함께 한 창립 멤버 중 한 명으로, 서울대학교 기계공학부에서 로봇공학 박사과정을 수료했다. 2018년부터 세이지 부대표로 활동하기 시작하면서 영업 및 고객 지원 등 비즈니스 분야 전반을 책임지고 있다. 이번 각자대표 선임으로 업무 분담 및 효율성이 높아질 것으로 기대한다. 박종우 대표는 연구 조직을 전담함으로써 제조업에 특화된 인공지능 기술 개발에 더욱 집중을 할 수 있게 되었다. 홍영석 대표는 제품 및 사업 조직을 담당하며 시장화를 위한 전략 및 실행을 담당할 예정이다. 세이지 관계자는 “홍영석 대표는 6년 동안 세이지의 영업을 총괄하면서 기술적인 이해도가 높은 비즈니스 전문가로 성장”해왔다며, “이번 각자대표 체제로 전환함에 따라 업무 분리와 집중으로 연구부터 제품화 및 시장 진출까지 전체 회사 운영에 있어 시너지 효과가 날 것”으로 판단했다. 또한 “박종우 대표는 AI 원천 기술 연구에 집중함으로써 세이지가 갖고 있는 기술적 강점을 극대화하는 데 노력할 것”이라고 밝혔다. (끝) #### 세이지, 사우디 정부 사절단 초청 AI 기술 시연 및 협력 방안 논의 사우디 투자부·국부펀드·데이터인공지능청 관계자 방문, 글로벌 AI 협력 모색 산업 특화 비전 인공지능(AI) 기업 세이지(공동대표 박종우·홍영석)는 지난달 28일 서울 본사에서 사우디아라비아 정부 사절단을 초청해 자사의 AI 기술을 시연하고 향후 협력 방안을 논의했다고 밝혔다. 이번 방문은 중소벤처기업부와 사우디 정부의 스타트업 교류 프로그램의 일환으로 진행됐으며, 사우디 투자부(MI닫기단독규격 (SA : Standalone): 이전에 구축한 롱텀에벌루션(LTE)망을 활용하거나 발전시키지 않고 자체 5G 시스템만으로 구성돼 빠른 서비스를 제공한다.상세보기▶SA), 국부펀드(PIF), 데이터인공지능청(SDAIA) 등 핵심 정부기관 관계자가 참석했다. 방문단에는 사우디 투자부 Hesham Mohammad 이사와 Abdulmajeed Alonezi 매니저, 국부펀드 Abdullah Nasser Alrayes 투자 담당, 데이터인공지능청 Fahad Hafeth Alrashed 이사 등 AI 및 투자 분야 핵심 인사들이 포함됐다. 세이지는 이날 박종우 대표와 김승현 본부장이 직접 사절단을 맞이해 회사 시설 투어와 함께 AI 기술 및 사업 현황을 소개했다. 사우디 측이 관심을 보인 실제 적용 가능한 AI 솔루션을 중점적으로 시연하며, 글로벌 기업 및 대기업과 협력 사례를 공유했다. 박종우 세이지 대표는 “사우디는 비전 2030을 통해 AI와 디지털 전환에 적극 투자하고 있는 만큼, 이번 방문이 양국 AI 생태계 협력의 중요한 발판이 될 것”이라며 “세이지의 기술력과 사우디의 투자 역량이 결합된다면 글로벌 시장에서 시너지를 창출할 수 있을 것으로 기대한다”고 말했다. 사우디 정부는 최근 AI 및 첨단기술 분야에 대규모 투자를 진행하고 있으며, 한국의 우수 스타트업과 협력을 통해 자국의 디지털 혁신을 가속화하려는 계획이다. 이번 방문은 28일과 29일 이틀간 총 2개 국내 주요 AI 스타트업을 대상으로 진행됐다. 세이지는 앞으로도 사우디를 비롯한 중동 지역과의 협력을 확대하며 글로벌 AI 시장 진출을 본격화할 계획이다. 기사 전문: https://www.etnews.com/20251107000024 #### 세이지, 인천공항 AI 안전 관제 공모전 ‘대상’ 엣지 NPU 기반 셔틀트레인 안전 관제 제안고압선로 침입·헬멧 미착용·쓰러짐 감지기존 CCTV 인프라 활용…인천공항서 PoC 산업 AX 기업 세이지가 인천국제공항공사 주관 공모전에서 인공지능(AI) 기반 안전 관제 솔루션으로 ‘대상’을 수상했다. 세이지는 이번 수상을 계기로 인천공항 셔틀트레인 현장에서 기술실증(PoC)을 진행한다. 세이지는 인천국제공항공사가 주관한 ‘인천공항 AI-PORT 아이디어 공모전’ AI 스타트업 부문에서 대상을 수상했다고 15일 밝혔다. 세이지는 ‘엣지 AI 기반 셔틀트레인 통합 안전 관제 시스템’을 제안했다. 하루 6만명이 이용하는 인천공항 셔틀트레인의 안전 관제 고도화를 목표로, 기존 CCTV 인프라에 AI 반도체(NPU) 기반 어플라이언스를 추가 연결하는 방식이다. 솔루션은 고압선로 위험구역 침입 감지, 헬멧 등 개인보호장비(PPE) 미착용, 작업자 쓰러짐 등을 감지한다. 영상 데이터를 중앙 서버로 보내 분석하는 방식이 아니라 카메라 단에서 즉시 처리하는 엣지 AI 구조를 적용해 통신 지연을 줄인 것이 특징이다. 세이지는 기존 서버 기반 영상 분석 방식이 네트워크 전송과 서버 연산에 수초가 걸릴 수 있어 고압선로 접촉 사고처럼 빠른 대응이 필요한 상황에는 한계가 있다고 설명했다. 반면 엣지 NPU 기반 구조는 지하 터널이나 변전실 등 통신 음영 지역에서도 독립적으로 작동할 수 있고, 영상 원본을 외부로 전송하지 않아 공항 보안 요건에도 대응할 수 있다는 설명이다. 인천공항 셔틀트레인은 제1터미널, 탑승동, 제2터미널을 연결하는 무인자동운전 경전철이다. 연간 2000만명 이상의 여객을 수송하는 핵심 교통 인프라지만, 현재 AI CCTV 활용은 승강장 혼잡도 분석 등에 한정돼 있었다. 세이지는 이번 PoC에서 승강장 출입문 5개소를 대상으로 침입 감지 정확도, 쓰러짐 감지 응답 시간, 헬멧 판별 정확도 등을 검증할 예정이다. 이후 제1터미널~탑승동~제2터미널 전 구간으로 확대 적용을 추진한다. 이성우 세이지 마케팅 이사는 “이번 수상은 세이지의 엣지 AI 안전 기술이 공항이라는 복잡한 인프라 환경에서도 즉시 실현 가능한 솔루션임을 인정받은 것”이라며 “전국 교통 인프라에 예측 기반 AI 안전 관제를 확산해 나가겠다”라고 말했다. 기사전문: https://www.edaily.co.kr/News/Read?newsId=04319766645449248&mediaCodeNo=257&OutLnkChk=Y #### 세이지, 잡플래닛 선정 '일하기 좋은 회사' 1위 '2024 일하기 좋은 기업' 종합 순위 1위... 2년 연속 선정 '경영진' 부문 1위, '성장가능성' 부문 2위 (서울, 2024.01.31) 스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 개발하는 스타트업 세이지(세이지리서치, 대표 박종우)가 기업 정보 플랫폼 ‘잡플래닛’이 선정하는 ‘2024 일하기 좋은 기업’ 종합 순위 1위로 선정됐다. 잡플래닛은 2023년 한 해 동안 자체 플랫폼에 남겨진 기업 리뷰를 바탕으로 ‘일하기 좋은 기업’을 선정했다. ▲총 만족도 ▲급여∙복지 ▲업무와 삶의 균형 ▲사내 문화 ▲승진 기회∙가능성 ▲경영진 등 여섯 개 항목에 대한 리뷰 점수를 10점 만점으로 환산하는 방식이다. 종합순위와 더불어 부문별 순위를 함께 발표한다. 이번 잡플래닛 발표에 따르면 세이지는 총점 9.1점으로 종합 순위 1위를 달성했다. 지난해에 이어 2년 연속 1위를 달성했다. 세부적으로는 ‘경영진’ 부문에서도 종합 1위를, ‘성장 가능성’ 부문에서는 2위를 기록했다. 리뷰를 통해 확인한 결과, ‘자율 출퇴근 제도’, ‘체계적인 온보딩 시스템’, ‘자유롭고 수평적인 분위기’ 등에 만족도가 높은 것으로 나타났다. 세이지는 구성원들이 업무에 집중할 수 있는 환경을 조성하는데 노력하고 있다. 특히 공휴일이 없는 달에 자기 계발을 할 수 있는 하루인 ‘스트레치 데이(Stretch Day)’를 제공한다. 개인이 선호하는 리프레시 활동을 통해 업무 중에 쌓인 스트레스를 해소하고 근무 시간에는 더욱 집중할 수 있기를 바라는 취지의 제도이다. 김승현 피플팀 팀장은 “자율과 책임이 균형을 이루는 조직문화를 만들기 위해 노력하고 있다”면서 “단순히 등수를 넘어 구성원들이 업무와 휴식 모두에 집중할 수 있도록 회사의 미션과 방향성을 지속적으로 공유하고, 모두가 깊이 공감하는 문화를 함께 만들어 나아갈 방침이다”라고 밝혔다. #### 세이지, 정부 지원 사업 통해 중소사업장 '지능형 CCTV' 보급 지원 고용노동부, 안전보건공단 '클린사업장 조성사업' 연계 산업 특화 비전 인공지능(AI) 기업 세이지(공동대표 박종우·홍영석)는 고용노동부, 안전보건공단 '클린사업장 조성사업'의 '안전일터 조성지원'과 연계해 중소사업장 지능형 CCTV 보급을 지원한다고 밝혔다.'안전일터 조성지원'은 안전 투자 여력이 상대적으로 부족한 중소사업장을 중심으로 현장 위험요인을 줄이고 산업재해를 예방하기 위해 첨단 안전시설, 장비 도입 비용 일부를 정부가 보조하는 스마트 안전장비 지원사업이다. 스마트 안전장비 분야는 산재보험에 가입된 상시근로자 50인 미만 사업 또는 사업장 사업주, 중소기업기본법에 따른 소기업 규모 기준 이하인 기업 사업주를 대상으로 한다. 사업장당 최대 4000만원 범위에서 공단 판단금액 최대 80%까지 지원해 사업주의 비용 부담을 낮추는 것이 특징이다.세이지는 이번 사업을 통해 산업 현장에 특화된 비전 AI 기반 지능형 CCTV 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 공급·확산함으로써 작업장 내 안전 사각지대를 줄이고 사고 예방 수준을 높일 계획이다. 세이지의 지능형 CCTV는 영상 데이터를 실시간으로 분석해 작업자의 위험구역 진입, 쓰러짐이나 보호구 미착용 등 사고로 이어질 수 있는 위험 행동과 상황을 자동으로 탐지한다. 감지된 위험 신호는 현장 경광등·사이렌·모니터 알림과 관리자 모바일 알림으로 즉시 전달돼, 사고가 발생하기 전에 선제 대응이 가능하도록 돕는다. 업종별로 다른 위험 시나리오를 반영한 맞춤형 AI 모델을 적용할 수 있어 제조·물류·건설·서비스 등 다양한 산업 현장에 유연하게 활용될 수 있으며, 기존 CCTV 인프라와 연동도 지원해 현장 여건에 맞춘 단계적 확장이 가능하다. 세이지는 정부 보조를 기반으로 한 AI 안전장비 도입이 중소사업장의 안전 관리 체계를 한 단계 끌어올리는 계기가 될 것으로 기대하고 있다. 24시간 자동 모니터링이 가능한 '세이지 세이프티(SAIGE SAFETY)'를 통해 관리 공백을 최소화하고, 위험 상황의 '사전 감지-경보-대응' 흐름을 상시화함으로써 중대재해 가능성을 낮추는 효과가 크다는 설명이다. 정부 지원제도를 활용하면 그동안 비용 부담으로 인해 첨단 안전장비 도입을 망설였던 사업장도 현실적인 수준에서 안전 투자를 시작할 수 있을 것으로 보고 있다. 이성우 세이지 마케팅 부문 이사는 “중소사업장은 안전 강화의 필요성을 체감하면서도 초기 투자 부담이 큰 것이 현실”이라며 “안전일터 조성지원 사업과 연계한 지능형 CCTV 보급을 통해 더 많은 현장이 AI 기반 선제 안전관리 체계를 갖추도록 돕고, 산업재해 예방의 실질적 변화를 만들어가겠다”고 말했다. 세이지는 산업 현장 안전·보안을 혁신하는 비전 AI 전문 기업으로, 현장 데이터를 기반으로 한 고도화 영상 분석 기술을 통해 작업자 안전 확보와 중대재해 예방을 위한 솔루션을 지속적으로 개발·상용화하고 있다. 기사 전문: https://www.etnews.com/20251202000130 #### 세이지, 정부 지원사업 참여…'AI 머신비전' 확산 나선다 중기부 ''제조AI 스마트공장 구축사업'' 공급기업 참여, 최대 2억원 지원…중소 제조기업 AI 도입 지원 산업 AX 기업 세이지(대표 박종우·홍영석)는 중소벤처기업부가 주관하는 ‘2026년도 제조AI특화 스마트공장 구축지원사업’에 공급기업으로 참여한다고 31일 밝혔다. 제조AI특화 스마트공장 구축지원사업은 중소 제조기업이 보유한 제조·생산 업무데이터를 AI로 실시간 학습 및 분석하여 공정 최적화와 예지보전 등 자율제조기반을 마련할 수 있도록 지원하는 사업이다. 지원 유형은 기업의 데이터 보유 수준에 따라 두 가지로 나뉜다. 데이터를 이미 보유하여 즉시 AI 공장 구축이 가능한 기업은 최대 9개월간 최대 2억원(총 사업비의 50% 이내)을 지원받아 스마트공장 고도화 수준 ‘중간 1’ 이상을 달성해야 한다. 반면 아직 데이터 수집 및 관리 체계가 미흡한 기업은 사전 준비 단계인 ‘데이터 수집·검증’ 유형을 통해 최대 6개월간 5천만원을 우선 지원받을 수 있다. 세이지는 이번 사업을 통해 자사의 핵심 제품인 AI 기반 머신 비전 솔루션 ‘세이지 비전(SAIGE VISION)’을 공급한다. 제조 품질 관리의 한계를 극복하고, 비정형 불량 검출 및 분석 자동화를 통해 제조 현장의 생산성을 획기적으로 높인다는 계획이다. 세이지는 다수 스마트공장 구축 노하우를 바탕으로, 수요기업이 이러한 필수 요건을 원활히 충족하고 성공적으로 정부 과제에 선정될 수 있도록 밀착 컨설팅을 제공할 예정이다. 사업 참여 신청에 관한 자세한 상담은 세이지 공식 홈페이지를 통해 가능하다. 이성우 세이지 마케팅 이사는 “불량률 감소와 원가 절감을 고민하지만 시스템 도입 비용에 부담을 느끼던 제조 기업들이 AI 머신 비전 기술을 도입할 수 있는 기회”라며 “독보적인 딥러닝 검사 기술과 현장 노하우를 통해 국내 중소, 중견 제조기업들이 글로벌 수준 자율제조 경쟁력을 갖출 수 있도록 모든 과정을 밀착 지원하겠다”고 말했다. 한편 세이지는 삼성SDI, LG에너지솔루션 등 글로벌 기업의 품질 검사를 책임지며 기술력을 인정받았다. 최근 중소벤처기업부의 ‘초격차 스타트업 1000+ 프로젝트’ 및 산업통상부 ‘산업융합 혁신품목’에 선정되는 등 산업 특화 AI 분야에서 입지를 다지고 있다. 기사 전문: https://www.edaily.co.kr/News/Read?newsId=04733046645388896&mediaCodeNo=257&OutLnkChk=Y #### 세이지, 중기부 '2025 초격차 스타트업 1000+ 프로젝트' 선정 산업 특화 AI 머신비전 전문기업 세이지(공동대표 박종우·홍영석)가 '2025 초격차 스타트업 1000+ 프로젝트(DIPS 1000+)' AI·빅데이터 분야에 최종 선정됐다고 밝혔다. 회사는 이번 과제를 통해 제조업 품질관리를 위한 AI 모델 및 장비 통합 관리 솔루션의 고도화를 추진한다. 중소벤처기업부와 창업진흥원이 주관하는 초격차 스타트업 1000+ 프로젝트는 독보적 기술우위를 보유한 딥테크 스타트업을 선발해 글로벌 진출을 지원하는 국가 차원의 육성 프로그램이다. 창업 10년 이내 스타트업 중 빅데이터·AI, 시스템반도체, 바이오헬스 등 10대 초격차 기술 분야에서 혁신을 주도할 기업을 대상으로 한다. 선정 기업에는 창업 사업화 자금, 자금 연계 지원, 기술 사업화, 개방형 혁신 등 다층적 지원이 제공되며, 3년 지원 종료 후에는 상위 10% 기업을 선별해 'Beyond DIPS' 후속 프로그램까지 연계된다. 세이지(SAIGE)는 딥러닝 기반의 AI 머신비전 소프트웨어 세이지 비전(SAIGE VISION)을 개발해 육안에 의존하던 제조업 외관 검사를 자동화하고 있는 스타트업이다. 기존 룰 기반 알고리즘이 처리하지 못하던 스크래치, 찍힘, 얼룩 등 정성적 외관 결함을 고정밀 AI로 판별할 수 있다는 점에서 국내외 대기업의 러브콜을 받고 있다. 현재 삼성SDI, LG에너지솔루션, SK온 등 주요 이차전지 제조사는 물론 LS전선, 한화솔루션, 대덕전자 등과의 협업을 통해 실제 생산라인에 솔루션을 납품하고 있다. 2024년 155억원 규모의 시리즈B 투자를 성공적으로 유치하며 기술력과 시장 경쟁력을 인정받았다. △세이지 비전(SAIGE VISION)을 비롯해 공정 모니터링 솔루션 △세이지 빔스(SAIGE VIMS), 안전 모니터링 솔루션 △세이지 세이프티(SAIGE SAFETY) 등 제조업 현장의 다양한 과제를 해결하는 AI 기반 솔루션 포트폴리오를 보유하고 있다. 홍영석 세이지 대표는 “이번 초격차 프로젝트 선정은 세이지 비전의 기술력과 시장 검증력을 공식적으로 인정받은 결과”라며 “검사 자동화를 넘어 제조업 품질 혁신을 이끄는 통합 AI 플랫폼으로 도약하겠다”고 말했다. 세이지는 이번 프로젝트를 계기로, 검사 장비 통합 운영 솔루션으로의 확장, 3D 검사 모델 및 품질 개선형 AI Agent 등 차세대 기술 개발에 박차를 가할 계획이다. 뉴스전문: https://www.etnews.com/20250520000124 #### 세이지, 차세대 산업AI 에이전트 및 올인원 비전 키트 공개 산업AX 기업 세이지(SAIGE, 대표 박종우·홍영석)가 서울 코엑스에서 열리는 아시아 최대 규모 스마트 공장 및 자동화 산업 전시회 ‘스마트공장·자동화산업전 2026(Automation World 2026)’에 참가한다고 밝혔다. 세이지는 이번 전시회에서 주력 제품인 △AI 기반 머신 비전 솔루션 ‘세이지 비전(SAIGE VISION)’ △AI 기반 통합 생산 인텔리전스 솔루션 ‘세이지 빔스(SAIGE VIMS)’ △AI 기반 안전 모니터링 솔루션 ‘세이지 세이프티(SAIGE SAFETY)’를 포함한 확장된 라인업을 선보인다. 특히 이번 전시에서는 단순 검사를 넘어 제조 현장의 문제 해결 능력을 갖춘 차세대 기술과 도입 편의성을 극대화한 신제품을 공개하며 관람객의 이목을 끌 예정이다. 가장 주목할 점은 새롭게 선보이는 ‘산업 AI 에이전트(Industrial AI AGENT)’ 기술이다. 기존 머신비전 시스템이 제품의 양품과 불량을 판별하는 단순 결함 검출에 그쳤다면 이번에 공개되는 ‘산업AI 에이전트’는 결함 발생 시 문제의 근본 원인을 스스로 진단하고 이에 대한 구체적인 해결책까지 제공하는 것이 특징이다. 이는 세이지가 지향하는 ‘현장에서 제대로 작동하는 AI’ 철학을 한 단계 발전시킨 것으로, 제조 공정의 완전 자율화를 앞당길 핵심 기술로 평가받는다. 또한 세이지는 중소·중견 기업들이 손쉽고 빠르게 AI 비전 검사를 도입할 수 있도록 돕는 스타터 키트 ‘세이지 비전 키트(SAIGE Vision Kit)’를 처음으로 선보인다. ‘세이지 비전 키트’는 고성능 하드웨어와 세이지의 최적화된 AI 소프트웨어를 결합한 올인원(All-in-One) 머신비전 키트다. 복잡한 시스템 구축 과정 없이 즉시 현장에 투입할 수 있어, 비용과 인력 문제로 AI 도입을 망설였던 기업들에게 실질적인 대안을 제시할 것으로 기대된다. 이와 함께 ‘세이지 비전 엔터프라이즈(SAIGE VISION Enterprise)’의 강력한 MLOps(Machine Learning Operations) 기능 시연도 진행된다. 세이지는 AI 모델의 성능 모니터링부터 재학습, 자동 배포에 이르는 전체 운영 과정을 시연함으로써, 제조 환경 변화에 따라 AI 모델을 지속적으로 최적화하고 유지보수할 수 있는 기술력을 입증할 계획이다. 세이지 마케팅 부문 이성우 이사는 “이번 AW 2026에서 선보이는 ‘산업AI 에이전트’와 ‘세이지 비전 키트’는 보는 AI를 넘어 해결하고 행동하는 AI로 나아가는 세이지의 기술적 도약을 보여주는 결과물”이라며, “앞으로도 고객사의 제조 현장 특성에 맞춘 실용적이고 혁신적인 솔루션을 통해 스마트 팩토리의 고도화를 선도하고 제조 품질 혁신의 동반자가 되겠다”고 말했다. 한편, 세이지는 삼성SDI, LG에너지솔루션 등 글로벌 기업의 품질 검사를 책임지며 기술력을 인정받아 왔으며, 최근 중소벤처기업부의 ‘초격차 스타트업 1000+ 프로젝트’ 및 산업통상자원부의 ‘산업융합 혁신품목’에 선정되는 등 산업 특화 AI 분야에서 독보적인 입지를 다지고 있다. 뉴스 전문: https://www.industrynews.co.kr/news/articleView.html?idxno=78524 #### 세이지, 한국 건설안전 박람회 참가 세이지(전 세이지리서치, 대표 박종우·홍영석)는 16일 킨텍스에서 열리는 한국 건설안전 박람회 2024에 참가한다고 15일 밝혔다. 세이지는 인공지능 기반 안전 모니터링 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 선보인다. SAIGE SAFETY는 산업 현장에서 발생할 수 있는 안전 요소를 기존에 설치된 CCTV를 통해 모니터링하고 AI 기술을 이용해 자동으로 탐지한다. 안전모 미착용, 화재, 연기, 쓰러짐과 같이 큰 산업 재해로 이어질 수 있는 모든 위험 요소를 찾아내 사용자에게 즉각적인 알림을 제공한다. 작년 11월 한림기술과 함께 협력해 SAIGE SAFETY를 최초로 개발한 후 1000개 이상의 현장에 도입되어 산업 안전을 책임지고 있다. 세이지는 “세이지의 우수한 AI 비전 기술력을 제조 자동화뿐만 아니라, 제조, 건설, 물류, 항만과 같이 안전, 보안 자동화가 필요한 다양한 산업현장에 지원할 것”이라고 했다. 뉴스 전문: https://www.etnews.com/20241015000169 #### 세이지리서치-한림기술, 인공지능 기반 현장 안전 모니터링 솔루션 개발 협력 'SaigeSafety', 24시간 산업 현장 모니터링 및 실시간 알림 제공 (서울, 2023.11.27) 스마트 팩토리 구현을 위한 AI(인공지능) 솔루션을 제공하는 스타트업 세이지리서치(대표 박종우)가 한림기술과 협력해 인공지능 기반 산업 현장 안전 모니터링 솔루션 ‘SaigeSafety’를 개발했다고 27일 밝혔다. ‘SaigeSafety’는 안전 관리에 최적화된 인공지능 프로그램이 산업 현장을 24시간 확인하고, 이상 현상이 발생하면 관리자에게 즉시 알림으로써 현장 안전을 실시간 확보할 수 있도록 만들어졌다. 안전모 미착용이나 위험 설비 접근과 같은 안전 사항 준수 여부부터 작업자 쓰러짐, 연기, 화재 등 사고재해까지 감지함으로써 작업 현장에 위험이 될 수 있는 모든 상황을 찾아낼 수 있다. 가장 두드러진 특징은 카메라가 설치된 환경이 변하더라도 계속 모니터링이 가능하다는 점이다. 조도, 배경, 카메라 앵글 등이 바뀌면 모니터링 범위를 스스로 파악해 기존 딥러닝 학습 모델로 이상 현장을 계속 감지할 수 있다. 또한 다수의 현장에 설치된 수십 대의 카메라를 동시에 모니터링할 수 있다는 점도 주목할 만하다. 이번 개발 협력으로 한림기술은 건설 및 산업 현장의 근로자 안전을 위한 플랫폼 구축에 필수 요소인 지능형 영상 분석 솔루션을 업그레이드할 수 있었다. 세이지리서치는 제조 공정 과정에 특화된 인공지능 모니터링 솔루션을 산업 현장까지 확대 적용할 수 있는 가능성을 확인했다. 현재 ‘SaigeSafety’는 한림기술의 플랫폼을 사용 중인 7개 작업 현장에 도입해 사용 중이며, 점차 적용 범위를 확대할 방침이다. 이준성 한림기술 이사는 “세이지리서치의 인공지능 모니터링 솔루션은 기존 제품보다 기민하게 환경 변화에 적응하고 유해 현상을 감지하고 판단하는 기술이 탁월했다”며, “신뢰성 높은 정보 분석이 핵심인 IVS(Intelligence Video System)에서 더욱 빠르고 정확한 모니터링 및 현장 분석이 가능해졌다”고 설명했다. 홍영석 세이지리서치 부대표는 “이번 한림기술과의 협력으로 즉시 산업 현장에 적용 가능한 AI 모니터링 솔루션을 개발할 수 있었다”며 “앞으로 공정 자동화뿐만 아니라 작업 현장의 안전도 책임지는 인공지능 기술을 개발하겠다”고 밝혔다. (끝) 세이지리서치가 한림기술과 협력해 개발한 산업 현장 모니터링 솔루션 'SaigeSafety' 관제 화면 (한림기술 제공) #### 세이지리서치, 'KOREA AI STARTUP 100' 선정 AI솔루션/플랫폼 부문 유망 AI 스타트업으로 선정 제조업에 특화된 AI 솔루션 경쟁력 입증 (서울, 2023.10.27) AI(인공지능) 기반 품질 관리 솔루션을 제공하는 스타트업 세이지리서치(대표 박종우)가 미래 인공지능 산업 분야를 이끌어 갈 <KOREA AI STARTUP 100>에 선정됐다. 올해 3년 차를 맞이한 ‘KOREA AI STARTUP 100’은 KT와 한국경제신문이 주최하는 성장 잠재력이 높은 유망 AI 스타트업 발굴 프로젝트로, 산업∙학문∙연구∙VC 분야 인공지능 전문가들로 구성된 선정위원회 ‘AI One Team’을 통해 대상 기업을 선정한다. 단순히 스타트업을 발굴하는 것에 그치지 않고 추가 투자 유치, 기술 협력 등 한 단계 더 성장할 수 있도록 선정 기업을 지원한다. 세이지리서치는 스마트 팩토리 구현에 필수적인 AI 솔루션을 제공하는 기업으로, 제조업에 특화된 AI 기술을 보유하고 있다는 강점이 있다. 전체 구성원 중 74%가 딥러닝 연구 및 소프트웨어 개발을 담당하며 업계 최고 수준의 인공지능 기술력을 갖고 있다. 대표 제품으로는 딥러닝 기반 제품 외관을 검사하는 SaigeVision(세이지비전)과 AI 기반 공정 모니터링 및 개선 솔루션인 SaigeVIMS(세이지빔스)가 있다. 홍영석 세이지리서치 부대표는 “대한민국을 대표하는 AI 스타트업으로 선정된 것은 그동안 쌓아온 기술력을 인정받은 결과라고 생각”한다며, “이번 선정에 책임감을 갖고 제조업 분야 AI 솔루션을 대표하는 기업으로 성장하겠다”라고 포부를 밝혔다. 한편 세이지리서치는 기술력과 미래 성장성을 인정받아, 최근 레전드캐피탈 등으로부터 155억 원 규모의 시리즈 B 투자 유치에 성공했다. 이로써 누적 투자 금액은 198억 원을 달성했다. (끝) 세이지리서치가 'KOREA AI STARTUP 100'에 선정되어 인증패를 수상했다. #### 세이지리서치, 스마트 팩토리 위한 AI 솔루션으로 155억 원 규모 시리즈 B 투자 유치 누적 투자 유치 금액 총 198억 원 달성 AI 원천 기술 연구에 집중해 제품 고도화 추진 삼성SDI, LG에너지솔루션 등에서 검증된 첨단 기술로 글로벌 시장 진출 (서울, 2023.09.21) AI(인공지능) 기반 품질 관리 솔루션을 제공하는 스타트업 세이지리서치(대표 박종우)는 155억 원 규모의 시리즈 B 투자를 유치했다고 21일 밝혔다. 이번 투자에는 레전드캐피탈, SV인베스트먼트, TKG벤처스, 원익투자파트너스가 신규 투자자로 참여했다. 2017년에 설립된 세이지리서치는 스마트 팩토리 구현을 위한 AI 솔루션을 제공한다. 제조업에 특화된 딥러닝 기반 외관 품질 검사 기술은 육안으로 확인하기 어려운 결함을 자동으로 검출해 제품 완성도 향상에 기여한다. 이뿐만 아니라 제조 과정을 실시간으로 모니터링하고 이상 징후를 즉각 알려주는 기술 역시 불량률을 줄이고 공정 중 발생한 에러 사항을 바로 조치할 수 있도록 도움을 준다. 세이지리서치는 이번 투자로 제품 고도화를 위한 AI 원천 기술 연구에 집중한다. 전체 구성원 중 74%가 딥러닝 연구 및 소프트웨어 개발을 담당하고 있을 만큼 인공지능 전문가 비중이 높다. 이를 바탕으로 신규 기능을 개발해 고객마다 최적화된 딥러닝 학습 모델을 빠르고 간편하게 만들고, 안정적으로 현장 모니터링이 가능하도록 지원할 방침이다. 동시에 신규 고객사 확보에 박차를 가한다. 지금까지 이차전지, 반도체 등 국내 글로벌 기업의 첨단 제조업 현장에서 검증된 기술력을 바탕으로 국내외 다양한 산업 분야의 고객을 적극적으로 발굴할 계획이다. 박종우 세이지리서치 대표는 “이번 투자는 제조업에 특화된 세이지리서치만의 독보적인 AI 기술에 대한 우수성과 시장성을 인정받은 결과”라며 “모든 산업 군에서 공정 자동화를 꿈꾸는 글로벌 기업들의 계획을 함께 실현하는 파트너가 되겠다”라는 포부를 밝혔다. (끝) #### 제25회 세계보안엑스포 SECON 에서 SAIGE를 만나보세요 세이지가 <SECON 2026 (제25회 세계보안엑스포)>에 참가합니다! SECON 2026은 아시아를 대표하는 보안 산업 전문 전시회로, 보안 산업의 디지털 전환과 스마트 보안 기술 트렌드를 한 자리에서 만나볼 수 있는 대규모 보안 전시회입니다. 세이지는 이번 전시에서 AI 기반 산업 현장 안전 강화 솔루션 '세이지 세이프티(SAIGE SAFETY)'를 선보일 예정입니다. AI, 비전, 실시간 모니터링 기술을 기반으로 한 세이지 세이프티 솔루션을 통해 산업 현장의 안전사고 예방, 위험 상황 감지, 스마트 안전 관리까지 아우르는 산업 안전 혁신 사례와 실제 데모를 직접 경험하실 수 있으니 많은 관심과 방문 부탁드립니다. 📌 전시회 정보 행사명: SECON 2026 (제25회 세계보안엑스) 기간: 2026년 3월 18일(수) ~ 20일(금), 3일간 장소: 일산 KINTEX 제1전시장 3 - 5홀, 콘퍼런스룸(2F), 그랜드볼룸(3F) 부스 위치: 3홀 C141 #### 제7회 ‘SMATEC 2025’에서 SAIGE를 만나보세요 세이지가 <SMATEC 2025>에 참가합니다! <SMATEC 2025>는 국내 대표 스마트공장 구축 및 생산자동화 전문 전시회로, 제조업계의 최신 기술과 혁신 솔루션을 한 자리에서 만나볼 수 있는 전문 전시회입니다. AI, IoT, 디지털 트윈 등 4차 산업혁명 기술과 결합된 스마트 제조 솔루션부터 차세대 산업 로봇 및 머신비전 기술까지, 제조 산업 전반의 글로벌 트렌드를 직접 확인할 수 있으며, AI 기반 품질 검사 솔루션과 제조 혁신 기술을 직접 경험할 수 있으니 많은 관심과 참여 부탁드립니다. 📌전시회 정보 행사명: SMATEC 2025 (제7회 스마트공장구축 및 생산자동화전) 기간: 2025년 11월 5일(수) ~ 7일(금), 3일간 장소: 수원컨벤션센터 부스 번호: G-05 #### 중기부가 뽑은 AI CCTV"…세이지, 전국 공공기관 노린다 기술개발제품 시범구매제도 최종 선정…AI로 산업안전 수준 '제고' 세이지가 인공지능(AI) 안전모니터링 솔루션을 앞세워 공공 안전관리 시장 진출에 속도를 내고 있다. 세이지는 '세이지 세이프티'가 중소벤처기업부의 '기술개발제품 시범구매제도'에 최종 선정됐다고 22일 밝혔다. 이 제품은 앞으로 전국 550여 개 공공기관을 대상으로 시범 구매 신청이 가능해진다. 해당 제도는 기술력이 검증된 중소기업 제품의 초기 판로 개척을 위한 프로그램이다. 정부는 선정 기업에 대해 제품 홍보, 구매 연계, 마케팅 등 후속 지원을 제공하며 공공기관 구매 실적은 경영평가에 반영된다. 이번 선정 과정에서는 기술의 시장성, 수요 가능성, 사업화 역량, 품질관리 체계 등 다면적인 요소가 함께 평가됐다. 세이지는 이 평가를 통과하며 공공 안전관리 영역에서의 기술력을 입증했다. 세이지 세이프티는 건설 현장과 제조업 등 산업현장의 위험 요소를 실시간으로 인지해 관리자에게 경고하는 지능형 CCTV 솔루션이다. AI 기반 영상분석을 통해 안전모 미착용, 위험구역 침입, 중장비 접근, 화재와 연기 등을 자동 감지해 대응한다. 기존 CCTV 인프라와 호환되며 다수의 카메라를 통합 관리할 수 있어 확장성과 운용 효율성 측면에서도 유리하다. 근로자 안전 확보뿐 아니라 관리자 업무 효율 개선에도 기여할 수 있는 구조다. 선정된 제품은 향후 중소기업유통센터가 주관하는 구매상담회와 전시회 등을 통해 공공기관에 소개될 예정이다. 실제 구매 여부는 각 기관의 판단과 예산에 따라 결정된다. 김승현 세이지 본부장은 "이번 시범구매제도 선정은 공공 부문 진출의 중요한 기회"라며 "AI 기반 산업안전관리의 표준을 제시하겠다"고 밝혔다. 기사전문: https://zdnet.co.kr/view/?no=20250522110204 #### 홍영석 세이지 대표, 포브스코리아 'Y30s RISING AI LEADERS' 선정 산업 특화 비전 AI 기술력과 산업 혁신 리더십 인정받아 산업 특화 비전 인공지능(AI) 기업 세이지(공동대표 박종우·홍영석)는 홍영석 대표가 포브스코리아가 선정하는 'Y30s RISING AI LEADERS'에 선정됐다고 밝혔다. 'Y30s RISING AI LEADERS'는 포브스코리아가 한국 AI 산업을 이끄는 30대 리더들을 선정하는 권위 있는 프로그램으로, 기술 혁신성과 산업 영향력, 성장 가능성 등을 종합적으로 평가한다. 이번 선정은 홍영석 대표가 산업 현장에 실질적으로 적용 가능한 AI 기술 개발과 산업 디지털 전환을 선도한 공로를 인정받은 것으로 평가된다. 홍영석 대표는 2017년 세이지를 공동 창업한 이후 '현장에서 제대로 작동하는 AI'라는 철학 아래 산업 특화 AI 비전 솔루션을 개발해왔다. 세이지의 핵심 제품인 'SAIGE VISION'은 딥러닝 기반 머신비전 솔루션으로, 기존 룰 기반 검사 방식의 한계를 극복하고 제품 표면의 비정형 결함을 자동으로 검출한다. 특히 이차전지와 반도체(PCB) 분야에서 세이지의 기술력이 두각을 나타내고 있다. LG에너지솔루션, SK온, 삼성SDI 등 국내 주요 제조기업은 물론 글로벌 시장에서도 인정받아 전 세계 100여 개 공장에 기술이 적용되고 있다. 세이지는 AI 기반 머신비전 솔루션 'SAIGE VISION', 제조 공정 모니터링 솔루션 'SAIGE VIMS', 안전 모니터링 솔루션 'SAIGE SAFETY' 등 세 가지 핵심 솔루션을 통해 산업의 품질 관리부터 공정 최적화, 안전 관리까지 포괄하는 통합 AI 플랫폼을 구축하고 있다. 기술력과 시장 검증을 동시에 인정받은 세이지는 2025년 Vision Systems Design의 'Innovators Awards'를 수상했으며, 한국인터넷진흥원(KISA) 인증, GS 인증 1등급 획득, 2024년 산업융합 혁신품목 선정 등 다수의 공인 인증을 확보했다. 또한 2023년 155억원 규모의 시리즈B 투자 유치에 성공하며 성장 가능성을 입증했다. 홍영석 세이지 대표는 “이번 포브스 Y30s RISING AI LEADERS 선정은 세이지가 추구해온 '현장 중심 AI 기술 개발'의 방향성을 인정받은 것으로 생각한다”며 “산업 현장의 실질적인 문제를 해결하고 글로벌 산업 혁신을 선도하는 AI 기업으로 성장하겠다”고 밝혔다. 한편 세이지는 최근 사우디아라비아 정부 사절단을 초청해 AI 기술을 시연하고 협력 방안을 논의하는 등 글로벌 시장 확대에도 적극 나서고 있다. 2025년 초격차 스타트업 1000+ 프로젝트에 선정돼 정부의 집중 지원을 받으며 기술 고도화와 시장 확대를 동시에 추진하고 있다. 기사 전문: https://www.etnews.com/20251112000420 ### Histories #### ‘KOREA AI STARTUP 100’ AI솔루션/플랫폼 부문 유망 스타트업으로 선정 URL: https://saige.ai/history/korea-ai-startup-100-ai%ec%86%94%eb%a3%a8%ec%85%98-%ed%94%8c%eb%9e%ab%ed%8f%bc-%eb%b6%80%eb%ac%b8-%ec%9c%a0%eb%a7%9d-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85%ec%9c%bc%eb%a1%9c-%ec%84%a0/ #### 155억원 규모 Series B 투자 유치(레전드캐피탈, SV인베스트먼트, TKG벤처스, 원익투자파트너스) URL: https://saige.ai/history/155%ec%96%b5%ec%9b%90-%ea%b7%9c%eb%aa%a8-series-b-%ed%88%ac%ec%9e%90-%ec%9c%a0%ec%b9%98%eb%a0%88%ec%a0%84%eb%93%9c%ec%ba%90%ed%94%bc%ed%83%88-sv%ec%9d%b8%eb%b2%a0%ec%8a%a4%ed%8a%b8%eb%a8%bc%ed%8a%b8/ #### 2023 대한민국 기업대상,  R&D혁신 대상 (AI 기반 품질 관리 솔루션 부문) URL: https://saige.ai/history/2023-%eb%8c%80%ed%95%9c%eb%af%bc%ea%b5%ad-%ea%b8%b0%ec%97%85%eb%8c%80%ec%83%81-rd%ed%98%81%ec%8b%a0-%eb%8c%80%ec%83%81-ai-%ea%b8%b0%eb%b0%98-%ed%92%88%ec%a7%88-%ea%b4%80%eb%a6%ac/ #### 3억원 규모 Seed 투자 유치(스프링캠프, 한국야스카와전기) URL: https://saige.ai/history/3%ec%96%b5%ec%9b%90-%ea%b7%9c%eb%aa%a8-seed-%ed%88%ac%ec%9e%90-%ec%9c%a0%ec%b9%98%ec%8a%a4%ed%94%84%eb%a7%81%ec%ba%a0%ed%94%84-%ed%95%9c%ea%b5%ad%ec%95%bc%ec%8a%a4%ec%b9%b4%ec%99%80%ec%a0%84/ #### 40억원 규모 Series A 투자 유지(미래에셋벤처투자, 한국투자파트너스, 프리미어파트너스) URL: https://saige.ai/history/40%ec%96%b5%ec%9b%90-%ea%b7%9c%eb%aa%a8-series-a-%ed%88%ac%ec%9e%90-%ec%9c%a0%ec%a7%80%eb%af%b8%eb%9e%98%ec%97%90%ec%85%8b%eb%b2%a4%ec%b2%98%ed%88%ac%ec%9e%90-%ed%95%9c%ea%b5%ad%ed%88%ac%ec%9e%90/ #### Acquired GS certification – SAIGE SAFETY URL: https://saige.ai/en/history/acquired-gs-certification-saige-safety/ #### Acquired KISA certification – SAIGE SAFETY URL: https://saige.ai/en/history/acquired-kisa-certification-saige-safety/ #### Acquired KISA certification – SAIGE SAFETY URL: https://saige.ai/en/history/acquired-kisa-certification-saige-safety-2/ #### AI 기반 공정 모니터링 솔루션 출시 URL: https://saige.ai/history/ai-%ea%b8%b0%eb%b0%98-%ea%b3%b5%ec%a0%95-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%ec%86%94%eb%a3%a8%ec%85%98-%ec%b6%9c%ec%8b%9c/ #### Baby Unicorn 200 Program (MSS) URL: https://saige.ai/en/history/baby-unicorn-200-program-mss/ #### Baby Unicorn Plus Program (MSS) URL: https://saige.ai/en/history/baby-unicorn-plus-program-mss/ #### Certified as Excellent Workplace Innovation Company (SS Grade, Ministry of Employment and Labor) URL: https://saige.ai/en/history/certified-as-excellent-workplace-innovation-company-ss-grade-ministry-of-employment-and-labor/ #### Certified as Family-Friendly Company (Ministry of Gender Equality and Family) URL: https://saige.ai/en/history/certified-as-family-friendly-company-ministry-of-gender-equality-and-family/ #### Company renamed to SAIGE Co., Ltd. URL: https://saige.ai/en/history/company-renamed-to-saige-co-ltd/ #### Company renamed to SAIGE Research Co., Ltd. URL: https://saige.ai/en/history/company-renamed-to-saige-research-co-ltd/ #### Established China subsidiary in Shenzhen URL: https://saige.ai/en/history/established-china-subsidiary-in-shenzhen/ #### Established SNU Robotics Co., Ltd. (former company name) URL: https://saige.ai/en/history/established-snu-robotics-co-ltd-former-company-name/ #### Grand Prize, Incheon Airport AI-PORT Idea Competition (Incheon International Airport Corporation) URL: https://saige.ai/en/history/grand-prize-incheon-airport-ai-port-idea-competition-incheon-international-airport-corporation/ #### Grand Prize, SME AI Transformation Excellence Award (Gyeonggi Regional Office of SMEs and Startups) URL: https://saige.ai/en/history/grand-prize-sme-ai-transformation-excellence-award-gyeonggi-regional-office-of-smes-and-startups/ #### Hi-Seoul Company (Seoul Metropolitan Government) URL: https://saige.ai/en/history/hi-seoul-company-seoul-metropolitan-government/ #### ICT GROWTH (NIPA) URL: https://saige.ai/en/history/ict-growth-nipa/ #### Industrial Convergence Innovation Item (Ministry of Trade, Industry and Energy) URL: https://saige.ai/en/history/industrial-convergence-innovation-item-ministry-of-trade-industry-and-energy/ #### Innovation Premier 1000 (Ministry of Science and ICT) URL: https://saige.ai/en/history/innovation-premier-1000-ministry-of-science-and-ict/ #### Launched Image Generator, a virtual defect generator URL: https://saige.ai/en/history/launched-image-generator-a-virtual-defect-generator/ #### Launched SAIGE SAFETY, an AI-powered safety monitoring solution URL: https://saige.ai/en/history/launched-saige-safety-an-ai-powered-safety-monitoring-solution/ #### Launched SAIGE VIMS, an AI-powered process monitoring solution URL: https://saige.ai/en/history/launched-saige-vims-an-ai-powered-process-monitoring-solution/ #### Launched SAIGE VISION, a deep learning-based surface inspection solution URL: https://saige.ai/en/history/launched-saige-vision-a-deep-learning-based-surface-inspection-solution/ #### Leisure-Friendly Management Award (Ministry of Culture, Sports and Tourism) URL: https://saige.ai/en/history/leisure-friendly-management-award-ministry-of-culture-sports-and-tourism/ #### Leisure-Friendly Management Award (Ministry of Culture, Sports and Tourism) URL: https://saige.ai/en/history/leisure-friendly-management-award-ministry-of-culture-sports-and-tourism-2/ #### Minister’s Commendation for Excellence in Venture Startup Promotion (MSS) URL: https://saige.ai/en/history/ministers-commendation-for-excellence-in-venture-startup-promotion-mss/ #### Named in KOREA AI STARTUP 100 – Promising Startup in AI Solutions/Platform URL: https://saige.ai/en/history/named-in-korea-ai-startup-100-promising-startup-in-ai-solutions-platform/ #### Outstanding Participant in Employee Vacation Support Program – President’s Award (KTO) URL: https://saige.ai/en/history/outstanding-participant-in-employee-vacation-support-program-presidents-award-kto/ #### Performance Sharing Company (MSS) URL: https://saige.ai/en/history/performance-sharing-company-mss/ #### Performance Sharing Company (MSS) URL: https://saige.ai/en/history/performance-sharing-company-mss-2/ #### Performance Sharing Company (MSS) URL: https://saige.ai/en/history/performance-sharing-company-mss-3/ #### Pilot Purchase Program for Technology Development Products (MSS) URL: https://saige.ai/en/history/pilot-purchase-program-for-technology-development-products-mss/ #### Post-TIPS Program  – Public-Private Startup Support Initiative (MSS) URL: https://saige.ai/en/history/post-tips-program-public-private-startup-support-initiative-mss/ #### R&D Innovation Grand Prize at Korea Industry Awards (Money Today) URL: https://saige.ai/en/history/rd-innovation-grand-prize-at-korea-industry-awards-money-today/ #### R&D Innovation Prize at 2023 Korea Business Awards (AI-based Quality Control Solutions) URL: https://saige.ai/en/history/rd-innovation-prize-at-2023-korea-business-awards-ai-based-quality-control-solutions/ #### Raised 15.5 billion KRW in Series B funding (Legend Capital, SV Investment, TKG Ventures, Wonik Investment Partners) URL: https://saige.ai/en/history/raised-15-5-billion-krw-in-series-b-funding-legend-capital-sv-investment-tkg-ventures-wonik-investment-partners/ #### Raised 300 million KRW in seed funding (SpringCamp, Yaskawa Electric Korea) URL: https://saige.ai/history/raised-300-million-krw-in-seed-funding-springcamp-yaskawa-electric-korea/ #### Raised 300 million KRW in seed funding (SpringCamp, Yaskawa Electric Korea) URL: https://saige.ai/en/history/raised-300-million-krw-in-seed-funding-springcamp-yaskawa-electric-korea/ #### Raised 4 billion KRW in Series A funding (Mirae Asset Venture Investment, Korea Investment Partners, Premier Partners) URL: https://saige.ai/en/history/raised-4-billion-krw-in-series-a-funding-mirae-asset-venture-investment-korea-investment-partners-premier-partners/ #### Relocated Korea headquarters to Gangnam-gu, Seoul URL: https://saige.ai/en/history/relocated-korea-headquarters-to-gangnam-gu-seoul/ #### Relocated Korea headquarters to Seocho-gu, Seoul URL: https://saige.ai/en/history/relocated-korea-headquarters-to-seocho-gu-seoul/ #### SAIGE SAFETY 출시 URL: https://saige.ai/history/saige-safety-%ec%b6%9c%ec%8b%9c/ #### SAIGE SAFETY, GS 인증 획득 URL: https://saige.ai/history/saige-safety-gs-%ec%9d%b8%ec%a6%9d-%ed%9a%8d%eb%93%9d/ #### SAIGE SAFETY, KISA 인증 추가 획득 URL: https://saige.ai/history/saige-safety-kisa-%ec%9d%b8%ec%a6%9d-%ec%b6%94%ea%b0%80-%ed%9a%8d%eb%93%9d/ #### SAIGE SAFETY, KISA 인증 획득 URL: https://saige.ai/history/saige-safety-kisa-%ec%9d%b8%ec%a6%9d-%ed%9a%8d%eb%93%9d/ #### SAIGE VISION V2, Innovator Awards 수상(Vision Systems Design) URL: https://saige.ai/history/saige-vision-v2-innovator-awards-%ec%88%98%ec%83%81vision-systems-design/ #### SAIGE VISION, Innovator Awards 수상(Vision Systems Design) URL: https://saige.ai/history/saige-vision-innovator-awards-%ec%88%98%ec%83%81vision-systems-design/ #### Scale-up TIPS Program (SME Technology Innovation Development) URL: https://saige.ai/en/history/scale-up-tips-program-sme-technology-innovation-development/ #### Seoul-type Leading SME (Seoul Metropolitan Government) URL: https://saige.ai/en/history/seoul-type-leading-sme-seoul-metropolitan-government/ #### Seoul-type Leading SME (Seoul Metropolitan Government) URL: https://saige.ai/en/history/seoul-type-leading-sme-seoul-metropolitan-government-2/ #### Super-Gap Startup 1000+ Project (MSS) URL: https://saige.ai/en/history/super-gap-startup-1000-project-mss/ #### TIPS startup company program selection URL: https://saige.ai/en/history/tips-startup-company-program-selection/ #### TIPS 창업사업화 프로그램 선정 URL: https://saige.ai/history/tips-%ec%b0%bd%ec%97%85%ec%82%ac%ec%97%85%ed%99%94-%ed%94%84%eb%a1%9c%ea%b7%b8%eb%9e%a8-%ec%84%a0%ec%a0%95/ #### Winner of Innovator Awards (Vision Systems Design) - SAIGE VISION URL: https://saige.ai/en/history/winner-of-innovator-awards-vision-systems-design-saige-vision/ #### Winner of Innovator Awards (Vision Systems Design) - SAIGE VISION 2 URL: https://saige.ai/en/history/winner-of-innovator-awards-vision-systems-design-saige-vision-2/ #### Y30s RISING AI LEADERS (Forbes) URL: https://saige.ai/en/history/y30s-rising-ai-leaders-forbes/ #### Y30s RISING AI LEADERS 선정 (포브스) URL: https://saige.ai/history/y30s-rising-ai-leaders-%ec%84%a0%ec%a0%95-%ed%8f%ac%eb%b8%8c%ec%8a%a4/ #### 入选 Post-TIPS（民官联合创业者发掘与培育项目，中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89-post-tips%ef%bc%88%e6%b0%91%e5%ae%98%e8%81%94%e5%90%88%e5%88%9b%e4%b8%9a%e8%80%85%e5%8f%91%e6%8e%98%e4%b8%8e%e5%9f%b9%e8%82%b2%e9%a1%b9%e7%9b%ae%ef%bc%8c%e4%b8%ad%e5%b0%8f%e9%a3%8e/ #### 入选 TIPS 创业商业化项目 URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89-tips-%e5%88%9b%e4%b8%9a%e5%95%86%e4%b8%9a%e5%8c%96%e9%a1%b9%e7%9b%ae/ #### 入选“Hi-Seoul企业”（首尔市） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89hi-seoul%e4%bc%81%e4%b8%9a%ef%bc%88%e9%a6%96%e5%b0%94%e5%b8%82%ef%bc%89/ #### 入选“KOREA AI STARTUP 100”——AI解决方案/平台领域的有望初创企业 URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89korea-ai-startup-100-ai%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88-%e5%b9%b3%e5%8f%b0%e9%a2%86%e5%9f%9f%e7%9a%84%e6%9c%89%e6%9c%9b%e5%88%9d%e5%88%9b/ #### 入选“Scale-up TIPS”（中小企业技术创新开发项目） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89scale-up-tips%ef%bc%88%e4%b8%ad%e5%b0%8f%e4%bc%81%e4%b8%9a%e6%8a%80%e6%9c%af%e5%88%9b%e6%96%b0%e5%bc%80%e5%8f%91%e9%a1%b9%e7%9b%ae%ef%bc%89/ #### 入选“创新Premier 1000”（科学技术信息通信部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e5%88%9b%e6%96%b0premier-1000%ef%bc%88%e7%a7%91%e5%ad%a6%e6%8a%80%e6%9c%af%e4%bf%a1%e6%81%af%e9%80%9a%e4%bf%a1%e9%83%a8%ef%bc%89/ #### 入选“婴儿独角兽+培育项目” URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e5%a9%b4%e5%84%bf%e7%8b%ac%e8%a7%92%e5%85%bd%e5%9f%b9%e8%82%b2%e9%a1%b9%e7%9b%ae/ #### 入选“婴儿独角兽200培育项目”（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e5%a9%b4%e5%84%bf%e7%8b%ac%e8%a7%92%e5%85%bd200%e5%9f%b9%e8%82%b2%e9%a1%b9%e7%9b%ae%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8/ #### 入选“成果共享企业”（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e6%88%90%e6%9e%9c%e5%85%b1%e4%ba%ab%e4%bc%81%e4%b8%9a%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8%ef%bc%89/ #### 入选“成果共享企业”（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e6%88%90%e6%9e%9c%e5%85%b1%e4%ba%ab%e4%bc%81%e4%b8%9a%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8%ef%bc%89-2/ #### 入选“成果共享企业”（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e6%88%90%e6%9e%9c%e5%85%b1%e4%ba%ab%e4%bc%81%e4%b8%9a%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8%ef%bc%89-3/ #### 入选“超差距初创企业1000+项目”（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e8%b6%85%e5%b7%ae%e8%b7%9d%e5%88%9d%e5%88%9b%e4%bc%81%e4%b8%9a1000%e9%a1%b9%e7%9b%ae%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8/ #### 入选“首尔型强小企业”（首尔市） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e9%a6%96%e5%b0%94%e5%9e%8b%e5%bc%ba%e5%b0%8f%e4%bc%81%e4%b8%9a%ef%bc%88%e9%a6%96%e5%b0%94%e5%b8%82%ef%bc%89/ #### 入选“首尔型强小企业”（首尔市） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e9%a6%96%e5%b0%94%e5%9e%8b%e5%bc%ba%e5%b0%8f%e4%bc%81%e4%b8%9a%ef%bc%88%e9%a6%96%e5%b0%94%e5%b8%82%ef%bc%89-2/ #### 入选Y30s新兴AI领袖榜单（福布斯） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89y30s%e6%96%b0%e5%85%b4ai%e9%a2%86%e8%a2%96%e6%a6%9c%e5%8d%95%ef%bc%88%e7%a6%8f%e5%b8%83%e6%96%af%ef%bc%89/ #### 入选产业融合创新品目（产业通商资源部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e4%ba%a7%e4%b8%9a%e8%9e%8d%e5%90%88%e5%88%9b%e6%96%b0%e5%93%81%e7%9b%ae%ef%bc%88%e4%ba%a7%e4%b8%9a%e9%80%9a%e5%95%86%e8%b5%84%e6%ba%90%e9%83%a8%ef%bc%89/ #### 入选全球ICT未来独角兽企业（信息通信产业振兴院） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e5%85%a8%e7%90%83ict%e6%9c%aa%e6%9d%a5%e7%8b%ac%e8%a7%92%e5%85%bd%e4%bc%81%e4%b8%9a%ef%bc%88%e4%bf%a1%e6%81%af%e9%80%9a%e4%bf%a1%e4%ba%a7%e4%b8%9a%e6%8c%af%e5%85%b4%e9%99%a2/ #### 入选技术开发产品示范采购制度（中小风险企业部） URL: https://saige.ai/cn/history/%e5%85%a5%e9%80%89%e6%8a%80%e6%9c%af%e5%bc%80%e5%8f%91%e4%ba%a7%e5%93%81%e7%a4%ba%e8%8c%83%e9%87%87%e8%b4%ad%e5%88%b6%e5%ba%a6%ef%bc%88%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8/ #### 公司名称变更为“SAIGE Research株式会社（SAIGE Research股份有限公司）” URL: https://saige.ai/cn/history/%e5%85%ac%e5%8f%b8%e5%90%8d%e7%a7%b0%e5%8f%98%e6%9b%b4%e4%b8%basaige-research%e6%a0%aa%e5%bc%8f%e4%bc%9a%e7%a4%be%ef%bc%88saige-research%e8%82%a1%e4%bb%bd%e6%9c%89%e9%99%90%e5%85%ac%e5%8f%b8/ #### 公司名称变更为“SAIGE株式会社（SAIGE股份有限公司）” URL: https://saige.ai/cn/history/%e5%85%ac%e5%8f%b8%e5%90%8d%e7%a7%b0%e5%8f%98%e6%9b%b4%e4%b8%basaige%e6%a0%aa%e5%bc%8f%e4%bc%9a%e7%a4%be%ef%bc%88saige%e8%82%a1%e4%bb%bd%e6%9c%89%e9%99%90%e5%85%ac%e5%8f%b8%ef%bc%89/ #### 在中国深圳设立法人公司 URL: https://saige.ai/cn/history/%e5%9c%a8%e4%b8%ad%e5%9b%bd%e6%b7%b1%e5%9c%b3%e8%ae%be%e7%ab%8b%e6%b3%95%e4%ba%ba%e5%85%ac%e5%8f%b8/ #### 完成155亿韩元规模的B轮融资（Legend Capital、SV Investment、TKG Ventures、Wonik Investment Partners） URL: https://saige.ai/cn/history/%e5%ae%8c%e6%88%90155%e4%ba%bf%e9%9f%a9%e5%85%83%e8%a7%84%e6%a8%a1%e7%9a%84b%e8%bd%ae%e8%9e%8d%e8%b5%84%ef%bc%88legend-capital%e3%80%81sv-investment%e3%80%81tkg-ventures%e3%80%81wonik-investment-partn/ #### 完成3亿韩元规模的种子轮融资（SpringCamp、韩国安川电机） URL: https://saige.ai/cn/history/%e5%ae%8c%e6%88%903%e4%ba%bf%e9%9f%a9%e5%85%83%e8%a7%84%e6%a8%a1%e7%9a%84%e7%a7%8d%e5%ad%90%e8%bd%ae%e8%9e%8d%e8%b5%84%ef%bc%88springcamp%e3%80%81%e9%9f%a9%e5%9b%bd%e5%ae%89%e5%b7%9d%e7%94%b5%e6%9c%ba/ #### 完成40亿韩元规模的A轮融资（未来资产创投、韩国投资伙伴、Premier Partners） URL: https://saige.ai/cn/history/%e5%ae%8c%e6%88%9040%e4%ba%bf%e9%9f%a9%e5%85%83%e8%a7%84%e6%a8%a1%e7%9a%84a%e8%bd%ae%e8%9e%8d%e8%b5%84%ef%bc%88%e6%9c%aa%e6%9d%a5%e8%b5%84%e4%ba%a7%e5%88%9b%e6%8a%95%e3%80%81%e9%9f%a9%e5%9b%bd/ #### 成立 SNU Robotics（前公司名称） URL: https://saige.ai/cn/history/%e6%88%90%e7%ab%8b-snu-robotics%ef%bc%88%e5%89%8d%e5%85%ac%e5%8f%b8%e5%90%8d%e7%a7%b0%ef%bc%89/ #### 推出AI安全监控解决方案“SAIGE SAFETY” URL: https://saige.ai/cn/history/%e6%8e%a8%e5%87%baai%e5%ae%89%e5%85%a8%e7%9b%91%e6%8e%a7%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88saige-safety/ #### 推出AI工艺监控解决方案“SAIGE VIMS” URL: https://saige.ai/cn/history/%e6%8e%a8%e5%87%baai%e5%b7%a5%e8%89%ba%e7%9b%91%e6%8e%a7%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88saige-vims/ #### 推出AI工艺监控解决方案“SAIGE VIMS” URL: https://saige.ai/cn/history/%e6%8e%a8%e5%87%baai%e5%b7%a5%e8%89%ba%e7%9b%91%e6%8e%a7%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88saige-vims-2/ #### 推出基于深度学习的产品外观质量检测解决方案“SAIGE VISION” URL: https://saige.ai/cn/history/%e6%8e%a8%e5%87%ba%e5%9f%ba%e4%ba%8e%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%9a%84%e4%ba%a7%e5%93%81%e5%a4%96%e8%a7%82%e8%b4%a8%e9%87%8f%e6%a3%80%e6%b5%8b%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88sa/ #### 推出虚拟缺陷生成器（Image Generator） URL: https://saige.ai/cn/history/%e6%8e%a8%e5%87%ba%e8%99%9a%e6%8b%9f%e7%bc%ba%e9%99%b7%e7%94%9f%e6%88%90%e5%99%a8%ef%bc%88image-generator%ef%bc%89/ #### 荣获 Innovator Awards（Vision Systems Design）- SAIGE VISION URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7-innovator-awards%ef%bc%88vision-systems-design%ef%bc%89-saige-vision/ #### 荣获 Innovator Awards（Vision Systems Design）- SAIGE VISION V2 URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7-innovator-awards%ef%bc%88vision-systems-design%ef%bc%89-saige-vision-v2/ #### 荣获“休闲友好经营部长奖”（文化体育观光部） URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e4%bc%91%e9%97%b2%e5%8f%8b%e5%a5%bd%e7%bb%8f%e8%90%a5%e9%83%a8%e9%95%bf%e5%a5%96%ef%bc%88%e6%96%87%e5%8c%96%e4%bd%93%e8%82%b2%e8%a7%82%e5%85%89%e9%83%a8%ef%bc%89/ #### 荣获“大韩民国产业大奖 R&D创新大奖”（MoneyToday） URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e5%a4%a7%e9%9f%a9%e6%b0%91%e5%9b%bd%e4%ba%a7%e4%b8%9a%e5%a4%a7%e5%a5%96-rd%e5%88%9b%e6%96%b0%e5%a4%a7%e5%a5%96%ef%bc%88moneytoday%ef%bc%89/ #### 荣获“大韩民国企业大奖 R&D创新奖”（AI品质管理解决方案领域） URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e5%a4%a7%e9%9f%a9%e6%b0%91%e5%9b%bd%e4%bc%81%e4%b8%9a%e5%a4%a7%e5%a5%96-rd%e5%88%9b%e6%96%b0%e5%a5%96%ef%bc%88ai%e5%93%81%e8%b4%a8%e7%ae%a1%e7%90%86%e8%a7%a3/ #### 荣获“风险创业振兴有功中小风险企业部长奖” URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e9%a3%8e%e9%99%a9%e5%88%9b%e4%b8%9a%e6%8c%af%e5%85%b4%e6%9c%89%e5%8a%9f%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9%e4%bc%81%e4%b8%9a%e9%83%a8%e9%95%bf%e5%a5%96/ #### 荣获中小企业AI转型优秀案例大奖（京畿道中小风险企业厅） URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e4%b8%ad%e5%b0%8f%e4%bc%81%e4%b8%9aai%e8%bd%ac%e5%9e%8b%e4%bc%98%e7%a7%80%e6%a1%88%e4%be%8b%e5%a4%a7%e5%a5%96%ef%bc%88%e4%ba%ac%e7%95%bf%e9%81%93%e4%b8%ad%e5%b0%8f%e9%a3%8e%e9%99%a9/ #### 荣获仁川机场AI-PORT创意大赛大奖（仁川国际机场公社） URL: https://saige.ai/cn/history/%e8%8d%a3%e8%8e%b7%e4%bb%81%e5%b7%9d%e6%9c%ba%e5%9c%baai-port%e5%88%9b%e6%84%8f%e5%a4%a7%e8%b5%9b%e5%a4%a7%e5%a5%96%ef%bc%88%e4%bb%81%e5%b7%9d%e5%9b%bd%e9%99%85%e6%9c%ba%e5%9c%ba%e5%85%ac%e7%a4%be/ #### 获得 GS 认证 - SAIGE SAFETY URL: https://saige.ai/cn/history/%e8%8e%b7%e5%be%97-gs-%e8%ae%a4%e8%af%81-saige-safety/ #### 获得 KISA 认证 - SAIGE SAFETY URL: https://saige.ai/cn/history/%e8%8e%b7%e5%be%97-kisa-%e8%ae%a4%e8%af%81-saige-safety/ #### 获得 KISA 认证 - SAIGE SAFETY URL: https://saige.ai/cn/history/%e8%8e%b7%e5%be%97-kisa-%e8%ae%a4%e8%af%81-saige-safety-2/ #### 获得“家庭友好认证企业”认证（女性家庭部） URL: https://saige.ai/cn/history/%e8%8e%b7%e5%be%97%e5%ae%b6%e5%ba%ad%e5%8f%8b%e5%a5%bd%e8%ae%a4%e8%af%81%e4%bc%81%e4%b8%9a%e8%ae%a4%e8%af%81%ef%bc%88%e5%a5%b3%e6%80%a7%e5%ae%b6%e5%ba%ad%e9%83%a8%ef%bc%89/ #### 被评为“休闲友好优秀企业”（文化体育观光部部长） URL: https://saige.ai/cn/history/%e8%a2%ab%e8%af%84%e4%b8%ba%e4%bc%91%e9%97%b2%e5%8f%8b%e5%a5%bd%e4%bc%98%e7%a7%80%e4%bc%81%e4%b8%9a%ef%bc%88%e6%96%87%e5%8c%96%e4%bd%93%e8%82%b2%e8%a7%82%e5%85%89%e9%83%a8%e9%83%a8/ #### 被评为“工作创新优秀企业SS等级”（雇佣劳动部部长） URL: https://saige.ai/cn/history/%e8%a2%ab%e8%af%84%e4%b8%ba%e5%b7%a5%e4%bd%9c%e5%88%9b%e6%96%b0%e4%bc%98%e7%a7%80%e4%bc%81%e4%b8%9ass%e7%ad%89%e7%ba%a7%ef%bc%88%e9%9b%87%e4%bd%a3%e5%8a%b3%e5%8a%a8%e9%83%a8%e9%83%a8/ #### 被选为“职工休假支援事业优秀参与企业”并荣获韩国观光公社社长奖 URL: https://saige.ai/cn/history/%e8%a2%ab%e9%80%89%e4%b8%ba%e8%81%8c%e5%b7%a5%e4%bc%91%e5%81%87%e6%94%af%e6%8f%b4%e4%ba%8b%e4%b8%9a%e4%bc%98%e7%a7%80%e5%8f%82%e4%b8%8e%e4%bc%81%e4%b8%9a%e5%b9%b6%e8%8d%a3%e8%8e%b7/ #### 韩国总部迁至首尔江南区 URL: https://saige.ai/cn/history/%e9%9f%a9%e5%9b%bd%e6%80%bb%e9%83%a8%e8%bf%81%e8%87%b3%e9%a6%96%e5%b0%94%e6%b1%9f%e5%8d%97%e5%8c%ba/ #### 韩国总部迁至首尔瑞草区 URL: https://saige.ai/cn/history/%e9%9f%a9%e5%9b%bd%e6%80%bb%e9%83%a8%e8%bf%81%e8%87%b3%e9%a6%96%e5%b0%94%e7%91%9e%e8%8d%89%e5%8c%ba/ #### 가상 결함 생성기(Image Generator) 출시 URL: https://saige.ai/history/%ea%b0%80%ec%83%81-%ea%b2%b0%ed%95%a8-%ec%83%9d%ec%84%b1%ea%b8%b0image-generator-%ec%b6%9c%ec%8b%9c/ #### 가족친화인증기업 선정(여성가족부) URL: https://saige.ai/history/%ea%b0%80%ec%a1%b1%ec%b9%9c%ed%99%94%ec%9d%b8%ec%a6%9d%ea%b8%b0%ec%97%85-%ec%84%a0%ec%a0%95%ec%97%ac%ec%84%b1%ea%b0%80%ec%a1%b1%eb%b6%80/ #### 근로자휴가지원사업 우수참여기업 선정 및 한국관광공사 사장상 수상 URL: https://saige.ai/history/%ea%b7%bc%eb%a1%9c%ec%9e%90%ed%9c%b4%ea%b0%80%ec%a7%80%ec%9b%90%ec%82%ac%ec%97%85-%ec%9a%b0%ec%88%98%ec%b0%b8%ec%97%ac%ea%b8%b0%ec%97%85-%ec%84%a0%ec%a0%95-%eb%b0%8f-%ed%95%9c%ea%b5%ad%ea%b4%80/ #### 근무혁신 우수기업 선정, SS등급(고용노동부장관) URL: https://saige.ai/history/%ea%b7%bc%eb%ac%b4%ed%98%81%ec%8b%a0-%ec%9a%b0%ec%88%98%ea%b8%b0%ec%97%85-%ec%84%a0%ec%a0%95-ss%eb%93%b1%ea%b8%89%ea%b3%a0%ec%9a%a9%eb%85%b8%eb%8f%99%eb%b6%80%ec%9e%a5%ea%b4%80/ #### 글로벌 ICT 미래 유니콘 선정 (정보통신산업진흥원) URL: https://saige.ai/history/%ea%b8%80%eb%a1%9c%eb%b2%8c-ict-%eb%af%b8%eb%9e%98-%ec%9c%a0%eb%8b%88%ec%bd%98-%ec%84%a0%ec%a0%95-%ec%a0%95%eb%b3%b4%ed%86%b5%ec%8b%a0%ec%82%b0%ec%97%85%ec%a7%84%ed%9d%a5%ec%9b%90/ #### 글로벌 ICT 미래 유니콘 선정 (정보통신산업진흥원) URL: https://saige.ai/history/%ea%b8%80%eb%a1%9c%eb%b2%8c-ict-%eb%af%b8%eb%9e%98-%ec%9c%a0%eb%8b%88%ec%bd%98-%ec%84%a0%ec%a0%95-%ec%a0%95%eb%b3%b4%ed%86%b5%ec%8b%a0%ec%82%b0%ec%97%85%ec%a7%84%ed%9d%a5%ec%9b%90-2/ #### 기술개발제품 시범구매제도 선정 (중소벤처기업부) URL: https://saige.ai/history/%ea%b8%b0%ec%88%a0%ea%b0%9c%eb%b0%9c%ec%a0%9c%ed%92%88-%ec%8b%9c%eb%b2%94%ea%b5%ac%eb%a7%a4%ec%a0%9c%eb%8f%84-%ec%84%a0%ec%a0%95-%ec%a4%91%ec%86%8c%eb%b2%a4%ec%b2%98%ea%b8%b0%ec%97%85%eb%b6%80/ #### 대한민국산업대상R&D혁신대상 수상(머니투데이) URL: 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https://saige.ai/history/%ec%a4%91%ec%86%8c%ea%b8%b0%ec%97%85-ai-%ec%a0%84%ed%99%98-%ec%9a%b0%ec%88%98%ec%82%ac%eb%a1%80-%eb%8c%80%ec%83%81-%ec%88%98%ec%83%81-%ea%b2%bd%ea%b8%b0%ec%a7%80%eb%b0%a9%ec%a4%91%ec%86%8c%eb%b2%a4/ #### 초격차 스타트업 1000+ 프로젝트 선정 (중소벤처기업부) URL: https://saige.ai/history/%ec%b4%88%ea%b2%a9%ec%b0%a8-%ec%8a%a4%ed%83%80%ed%8a%b8%ec%97%85-1000-%ed%94%84%eb%a1%9c%ec%a0%9d%ed%8a%b8-%ec%84%a0%ec%a0%95-%ec%a4%91%ec%86%8c%eb%b2%a4%ec%b2%98%ea%b8%b0%ec%97%85%eb%b6%80/ #### 포스트 팁스 선정(민관공동창업자 발굴 육성사업) URL: https://saige.ai/history/%ed%8f%ac%ec%8a%a4%ed%8a%b8-%ed%8c%81%ec%8a%a4-%ec%84%a0%ec%a0%95%eb%af%bc%ea%b4%80%ea%b3%b5%eb%8f%99%ec%b0%bd%ec%97%85%ec%9e%90-%eb%b0%9c%ea%b5%b4-%ec%9c%a1%ec%84%b1%ec%82%ac%ec%97%85/ #### 하이서울기업 선정(서울특별시) URL: https://saige.ai/history/%ed%95%98%ec%9d%b4%ec%84%9c%ec%9a%b8%ea%b8%b0%ec%97%85-%ec%84%a0%ec%a0%95%ec%84%9c%ec%9a%b8%ed%8a%b9%eb%b3%84%ec%8b%9c/ #### 한국 본사 사옥 이전(서초구) URL: 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https://saige.ai/client/%ec%98%a4%eb%9a%9c%ea%b8%b0/ #### 인터플렉스 URL: https://saige.ai/client/%ec%9d%b8%ed%84%b0%ed%94%8c%eb%a0%89%ec%8a%a4/ #### 크레셈 URL: https://saige.ai/client/%ed%81%ac%eb%a0%88%ec%85%88/ #### 트라이비스 URL: https://saige.ai/client/%ed%8a%b8%eb%9d%bc%ec%9d%b4%eb%b9%84%ec%8a%a4/ #### 한화솔루션 URL: https://saige.ai/client/%ed%95%9c%ed%99%94%ec%86%94%eb%a3%a8%ec%85%98/ #### 현대모비스 URL: https://saige.ai/client/%ed%98%84%eb%8c%80%eb%aa%a8%eb%b9%84%ec%8a%a4/ ### Researches #### A Riemannian geometric framework for manifold learning of non-Euclidean data A growing number of problems in data analysis and classification involve data that are non-Euclidean. For such problems, a naive application of vector space analysis algorithms will produce results that depend on the choice of local coordinates used to parametrize the data. At the same time, many data analysis and classification problems eventually reduce to an optimization, in which the criteria being minimized can be interpreted as the distortion associated with a mapping between two curved spaces. Exploiting this distortion minimizing perspective, we first show that manifold learning problems involving non-Euclidean data can be naturally framed as seeking a mapping between two Riemannian manifolds that is closest to being an isometry. A family of coordinate-invariant first-order distortion measures is then proposed that measure the proximity of the mapping to an isometry, and applied to manifold learning for non-Euclidean data sets. Case studies ranging from synthetic data to human mass-shape data demonstrate the many performance advantages of our Riemannian distortion minimization framework. #### A Riemannian geometric framework for manifold learning of non-Euclidean data A growing number of problems in data analysis and classification involve data that are non-Euclidean. For such problems, a naive application of vector space analysis algorithms will produce results that depend on the choice of local coordinates used to parametrize the data. At the same time, many data analysis and classification problems eventually reduce to an optimization, in which the criteria being minimized can be interpreted as the distortion associated with a mapping between two curved spaces. Exploiting this distortion minimizing perspective, we first show that manifold learning problems involving non-Euclidean data can be naturally framed as seeking a mapping between two Riemannian manifolds that is closest to being an isometry. A family of coordinate-invariant first-order distortion measures is then proposed that measure the proximity of the mapping to an isometry, and applied to manifold learning for non-Euclidean data sets. Case studies ranging from synthetic data to human mass-shape data demonstrate the many performance advantages of our Riemannian distortion minimization framework. #### A Riemannian geometric framework for manifold learning of non-Euclidean data A growing number of problems in data analysis and classification involve data that are non-Euclidean. For such problems, a naive application of vector space analysis algorithms will produce results that depend on the choice of local coordinates used to parametrize the data. At the same time, many data analysis and classification problems eventually reduce to an optimization, in which the criteria being minimized can be interpreted as the distortion associated with a mapping between two curved spaces. Exploiting this distortion minimizing perspective, we first show that manifold learning problems involving non-Euclidean data can be naturally framed as seeking a mapping between two Riemannian manifolds that is closest to being an isometry. A family of coordinate-invariant first-order distortion measures is then proposed that measure the proximity of the mapping to an isometry, and applied to manifold learning for non-Euclidean data sets. Case studies ranging from synthetic data to human mass-shape data demonstrate the many performance advantages of our Riemannian distortion minimization framework. #### A Statistical Manifold Framework for Point Cloud Data Many problems in machine learning involve data sets in which each data point is a point cloud in ℝD. A growing number of applications require a means of measuring not only distances between point clouds, but also angles, volumes, derivatives, and other more advanced concepts. To formulate and quantify these concepts in a coordinate-invariant way, we develop a Riemannian geometric framework for point cloud data. By interpreting each point in a point cloud as a sample drawn from some given underlying probability density, the space of point cloud data can be given the structure of a statistical manifold — each point on this manifold represents a point cloud — with the Fisher information metric acting as a natural Riemannian metric. Two autoencoder applications of our framework are presented: (i) smoothly deforming one 3D object into another via interpolation between the two corresponding point clouds; (ii) learning an optimal set of latent space coordinates for point cloud data that best preserves angles and distances, and thus produces a more discriminative representation space. Experiments with large-scale standard benchmark point cloud data show greatly improved classification accuracy vis-à-vis existing methods. #### A Statistical Manifold Framework for Point Cloud Data Many problems in machine learning involve data sets in which each data point is a point cloud in ℝD. A growing number of applications require a means of measuring not only distances between point clouds, but also angles, volumes, derivatives, and other more advanced concepts. To formulate and quantify these concepts in a coordinate-invariant way, we develop a Riemannian geometric framework for point cloud data. By interpreting each point in a point cloud as a sample drawn from some given underlying probability density, the space of point cloud data can be given the structure of a statistical manifold — each point on this manifold represents a point cloud — with the Fisher information metric acting as a natural Riemannian metric. Two autoencoder applications of our framework are presented: (i) smoothly deforming one 3D object into another via interpolation between the two corresponding point clouds; (ii) learning an optimal set of latent space coordinates for point cloud data that best preserves angles and distances, and thus produces a more discriminative representation space. Experiments with large-scale standard benchmark point cloud data show greatly improved classification accuracy vis-à-vis existing methods. #### A Statistical Manifold Framework for Point Cloud Data Many problems in machine learning involve data sets in which each data point is a point cloud in ℝD. A growing number of applications require a means of measuring not only distances between point clouds, but also angles, volumes, derivatives, and other more advanced concepts. To formulate and quantify these concepts in a coordinate-invariant way, we develop a Riemannian geometric framework for point cloud data. By interpreting each point in a point cloud as a sample drawn from some given underlying probability density, the space of point cloud data can be given the structure of a statistical manifold — each point on this manifold represents a point cloud — with the Fisher information metric acting as a natural Riemannian metric. Two autoencoder applications of our framework are presented: (i) smoothly deforming one 3D object into another via interpolation between the two corresponding point clouds; (ii) learning an optimal set of latent space coordinates for point cloud data that best preserves angles and distances, and thus produces a more discriminative representation space. Experiments with large-scale standard benchmark point cloud data show greatly improved classification accuracy vis-à-vis existing methods. #### Autoencoding Under Normalization Constraints Likelihood is a standard estimate for outlier detection. The specific role of the normalization constraint is to ensure that the out-of-distribution (OOD) regime has a small likelihood when samples are learned using maximum likelihood. Because autoencoders do not possess such a process of normalization, they often fail to recognize outliers even when they are obviously OOD. We propose the Normalized Autoencoder (NAE), a normalized probabilistic model constructed from an autoencoder. The probability density of NAE is defined using the reconstruction error of an autoencoder, which is differently defined in the conventional energy-based model. In our model, normalization is enforced by suppressing the reconstruction of negative samples, significantly improving the outlier detection performance. Our experimental results confirm the efficacy of NAE, both in detecting outliers and in generating in-distribution samples. #### Autoencoding Under Normalization Constraints Likelihood is a standard estimate for outlier detection. The specific role of the normalization constraint is to ensure that the out-of-distribution (OOD) regime has a small likelihood when samples are learned using maximum likelihood. Because autoencoders do not possess such a process of normalization, they often fail to recognize outliers even when they are obviously OOD. We propose the Normalized Autoencoder (NAE), a normalized probabilistic model constructed from an autoencoder. The probability density of NAE is defined using the reconstruction error of an autoencoder, which is differently defined in the conventional energy-based model. In our model, normalization is enforced by suppressing the reconstruction of negative samples, significantly improving the outlier detection performance. Our experimental results confirm the efficacy of NAE, both in detecting outliers and in generating in-distribution samples. #### Autoencoding Under Normalization Constraints Likelihood is a standard estimate for outlier detection. The specific role of the normalization constraint is to ensure that the out-of-distribution (OOD) regime has a small likelihood when samples are learned using maximum likelihood. Because autoencoders do not possess such a process of normalization, they often fail to recognize outliers even when they are obviously OOD. We propose the Normalized Autoencoder (NAE), a normalized probabilistic model constructed from an autoencoder. The probability density of NAE is defined using the reconstruction error of an autoencoder, which is differently defined in the conventional energy-based model. In our model, normalization is enforced by suppressing the reconstruction of negative samples, significantly improving the outlier detection performance. Our experimental results confirm the efficacy of NAE, both in detecting outliers and in generating in-distribution samples. #### Efficient neural network compression via transfer learning for machine vision inspection Several practical difficulties arise when trying to apply deep learning to image-based industrial inspection tasks: training datasets are difficult to obtain, each image must be inspected in milliseconds, and defects must be detected with 99% or greater accuracy. In this paper we show how, for image-based industrial inspection tasks, transfer learning can be leveraged to address these challenges. Whereas transfer learning is known to work well only when the source and target domain images are similar, we show that using ImageNet—whose images differ significantly from our target industrial domain—as the source domain, and performing transfer learning, works remarkably well. For one benchmark problem involving 5,520 training images, the resulting transfer-learned network achieves 99.90% accuracy, compared to only a 70.87% accuracy achieved by the same network trained from scratch. Further analysis reveals that the transfer-learned network produces a considerably more sparse and disentangled representation compared to the trained-from-scratch network. The sparsity can be exploited to compress the transfer-learned network up to 1/128 the original number of convolution filters with only a 0.48% drop in accuracy, compared to a drop of nearly 5% when compressing a trained-from-scratch network. Our findings are validated by extensive systematic experiments and empirical analysis. #### Efficient neural network compression via transfer learning for machine vision inspection Several practical difficulties arise when trying to apply deep learning to image-based industrial inspection tasks: training datasets are difficult to obtain, each image must be inspected in milliseconds, and defects must be detected with 99% or greater accuracy. In this paper we show how, for image-based industrial inspection tasks, transfer learning can be leveraged to address these challenges. Whereas transfer learning is known to work well only when the source and target domain images are similar, we show that using ImageNet—whose images differ significantly from our target industrial domain—as the source domain, and performing transfer learning, works remarkably well. For one benchmark problem involving 5,520 training images, the resulting transfer-learned network achieves 99.90% accuracy, compared to only a 70.87% accuracy achieved by the same network trained from scratch. Further analysis reveals that the transfer-learned network produces a considerably more sparse and disentangled representation compared to the trained-from-scratch network. The sparsity can be exploited to compress the transfer-learned network up to 1/128 the original number of convolution filters with only a 0.48% drop in accuracy, compared to a drop of nearly 5% when compressing a trained-from-scratch network. Our findings are validated by extensive systematic experiments and empirical analysis. #### Efficient neural network compression via transfer learning for machine vision inspection Several practical difficulties arise when trying to apply deep learning to image-based industrial inspection tasks: training datasets are difficult to obtain, each image must be inspected in milliseconds, and defects must be detected with 99% or greater accuracy. In this paper we show how, for image-based industrial inspection tasks, transfer learning can be leveraged to address these challenges. Whereas transfer learning is known to work well only when the source and target domain images are similar, we show that using ImageNet—whose images differ significantly from our target industrial domain—as the source domain, and performing transfer learning, works remarkably well. For one benchmark problem involving 5,520 training images, the resulting transfer-learned network achieves 99.90% accuracy, compared to only a 70.87% accuracy achieved by the same network trained from scratch. Further analysis reveals that the transfer-learned network produces a considerably more sparse and disentangled representation compared to the trained-from-scratch network. The sparsity can be exploited to compress the transfer-learned network up to 1/128 the original number of convolution filters with only a 0.48% drop in accuracy, compared to a drop of nearly 5% when compressing a trained-from-scratch network. Our findings are validated by extensive systematic experiments and empirical analysis. #### Geometrically Regularized Autoencoders for Non-euclidean Data Regularization is almost de rigueur when designing autoencoders that are sparse and robust to noise. Given the recent surge of interest in machine learning problems involving non-Euclidean data, in this paper we address the regularization of autoencoders on curved spaces. We show that by ignoring the underlying geometry of the data and applying standard vector space regularization techniques, autoencoder performance can be severely degraded, or worse, training can fail to converge. Assuming that both the data space and latent space can be modeled as Riemannian manifolds, we show how to construct regularization terms in a coordinate-invariant way, and develop geometric generalizations of the denoising autoencoder and reconstruction contractive autoencoder such that the essential properties that enable the estimation of the derivative of the log-probability density are preserved. Drawing upon various non-Euclidean data sets, we show that our geometric autoencoder regularization techniques can have important performance advantages over vector-spaced methods while avoiding other breakdowns that can result from failing to account for the underlying geometry. #### Geometrically Regularized Autoencoders for Non-euclidean Data Regularization is almost de rigueur when designing autoencoders that are sparse and robust to noise. Given the recent surge of interest in machine learning problems involving non-Euclidean data, in this paper we address the regularization of autoencoders on curved spaces. We show that by ignoring the underlying geometry of the data and applying standard vector space regularization techniques, autoencoder performance can be severely degraded, or worse, training can fail to converge. Assuming that both the data space and latent space can be modeled as Riemannian manifolds, we show how to construct regularization terms in a coordinate-invariant way, and develop geometric generalizations of the denoising autoencoder and reconstruction contractive autoencoder such that the essential properties that enable the estimation of the derivative of the log-probability density are preserved. Drawing upon various non-Euclidean data sets, we show that our geometric autoencoder regularization techniques can have important performance advantages over vector-spaced methods while avoiding other breakdowns that can result from failing to account for the underlying geometry. #### Geometrically Regularized Autoencoders for Non-euclidean Data Regularization is almost de rigueur when designing autoencoders that are sparse and robust to noise. Given the recent surge of interest in machine learning problems involving non-Euclidean data, in this paper we address the regularization of autoencoders on curved spaces. We show that by ignoring the underlying geometry of the data and applying standard vector space regularization techniques, autoencoder performance can be severely degraded, or worse, training can fail to converge. Assuming that both the data space and latent space can be modeled as Riemannian manifolds, we show how to construct regularization terms in a coordinate-invariant way, and develop geometric generalizations of the denoising autoencoder and reconstruction contractive autoencoder such that the essential properties that enable the estimation of the derivative of the log-probability density are preserved. Drawing upon various non-Euclidean data sets, we show that our geometric autoencoder regularization techniques can have important performance advantages over vector-spaced methods while avoiding other breakdowns that can result from failing to account for the underlying geometry. #### GS certification (grade 1) URL: https://saige.ai/en/research/gs-certification-grade-1/ #### GS인증(1등급) 획득 URL: https://saige.ai/research/gs%ec%9d%b8%ec%a6%9d1%eb%93%b1%ea%b8%89-%ed%9a%8d%eb%93%9d/ #### Industrial Convergence Innovation Item (Ministry of Trade, Industry and Energy) URL: https://saige.ai/en/research/industrial-convergence-innovation-item-ministry-of-trade-industry-and-energy/ #### KISA certification (Falling, Loitering, Intrusion and Arson) URL: https://saige.ai/en/research/kisa-certification-falling-loitering-intrusion-and-arson/ #### Neighborhood Reconstructing Autoencoders Vanilla autoencoders often produce manifolds that overfit to noisy training data, or have the wrong local connectivity and geometry. Autoencoder regularization techniques, e.g., the denoising autoencoder, have had some success in reducing overfitting, whereas recent graph-based methods that exploit local connectivity information provided by neighborhood graphs have had some success in mitigating local connectivity errors. Neither of these two approaches satisfactorily reduce both overfitting and connectivity errors; moreover, graph-based methods typically involve considerable preprocessing and tuning. To simultaneously address the two issues of overfitting and local connectivity, we propose a new graph-based autoencoder, the Neighborhood Reconstructing Autoencoder (NRAE). Unlike existing graph-based methods that attempt to encode the training data to some prescribed latent space distribution — one consequence being that only the encoder is the object of the regularization — NRAE merges local connectivity information contained in the neighborhood graphs with local quadratic approximations of the decoder function to formulate a new neighborhood reconstruction loss. Compared to existing graph-based methods, our new loss function is simple and easy to implement, and the resulting algorithm is scalable and computationally efficient; the only required preprocessing step is the construction of the neighborhood graph. Extensive experiments with standard datasets demonstrate that, compared to existing methods, NRAE improves both overfitting and local connectivity in the learned manifold, in some cases by significant margins. Code for NRAE is available at https://github.com/Gabe-YHLee/NRAE-public. #### Neighborhood Reconstructing Autoencoders Vanilla autoencoders often produce manifolds that overfit to noisy training data, or have the wrong local connectivity and geometry. Autoencoder regularization techniques, e.g., the denoising autoencoder, have had some success in reducing overfitting, whereas recent graph-based methods that exploit local connectivity information provided by neighborhood graphs have had some success in mitigating local connectivity errors. Neither of these two approaches satisfactorily reduce both overfitting and connectivity errors; moreover, graph-based methods typically involve considerable preprocessing and tuning. To simultaneously address the two issues of overfitting and local connectivity, we propose a new graph-based autoencoder, the Neighborhood Reconstructing Autoencoder (NRAE). Unlike existing graph-based methods that attempt to encode the training data to some prescribed latent space distribution — one consequence being that only the encoder is the object of the regularization — NRAE merges local connectivity information contained in the neighborhood graphs with local quadratic approximations of the decoder function to formulate a new neighborhood reconstruction loss. Compared to existing graph-based methods, our new loss function is simple and easy to implement, and the resulting algorithm is scalable and computationally efficient; the only required preprocessing step is the construction of the neighborhood graph. Extensive experiments with standard datasets demonstrate that, compared to existing methods, NRAE improves both overfitting and local connectivity in the learned manifold, in some cases by significant margins. Code for NRAE is available at https://github.com/Gabe-YHLee/NRAE-public. #### Neighborhood Reconstructing Autoencoders Vanilla autoencoders often produce manifolds that overfit to noisy training data, or have the wrong local connectivity and geometry. Autoencoder regularization techniques, e.g., the denoising autoencoder, have had some success in reducing overfitting, whereas recent graph-based methods that exploit local connectivity information provided by neighborhood graphs have had some success in mitigating local connectivity errors. Neither of these two approaches satisfactorily reduce both overfitting and connectivity errors; moreover, graph-based methods typically involve considerable preprocessing and tuning. To simultaneously address the two issues of overfitting and local connectivity, we propose a new graph-based autoencoder, the Neighborhood Reconstructing Autoencoder (NRAE). Unlike existing graph-based methods that attempt to encode the training data to some prescribed latent space distribution — one consequence being that only the encoder is the object of the regularization — NRAE merges local connectivity information contained in the neighborhood graphs with local quadratic approximations of the decoder function to formulate a new neighborhood reconstruction loss. Compared to existing graph-based methods, our new loss function is simple and easy to implement, and the resulting algorithm is scalable and computationally efficient; the only required preprocessing step is the construction of the neighborhood graph. Extensive experiments with standard datasets demonstrate that, compared to existing methods, NRAE improves both overfitting and local connectivity in the learned manifold, in some cases by significant margins. Code for NRAE is available at https://github.com/Gabe-YHLee/NRAE-public. #### Patent Application for Safety Monitoring AI Source Technology URL: https://saige.ai/en/research/patent-application-for-safety-monitoring-ai-source-technology/ #### Patent No. 10-2430090 URL: https://saige.ai/en/research/patent-no-10-2430090/ #### Patent No. 10-2476048 URL: https://saige.ai/en/research/patent-no-10-2476048/ #### Patent No. 10-2477085 URL: https://saige.ai/en/research/patent-no-10-2477085/ #### Patent No. 10-2477088 URL: https://saige.ai/en/research/patent-no-10-2477088/ #### Patent No. 10-2478499 URL: https://saige.ai/en/research/patent-no-10-2478499/ #### Patent No. 10-2594810 URL: https://saige.ai/en/research/patent-no-10-2594810/ #### Regularized Autoencoders for Isometric Representation Learning The recent success of autoencoders for representation learning can be traced in large part to the addition of a regularization term. Such regularized autoencoders “constrain” the representation so as to prevent overfitting to the data while producing a parsimonious generative model. A regularized autoencoder should in principle learn not only the data manifold, but also a set of geometry-preserving coordinates for the latent representation space; by geometry-preserving we mean that the latent space representation should attempt to preserve actual distances and angles on the data manifold. In this paper we first formulate a hierarchy for geometry-preserving mappings (isometry, conformal mapping of degree k, area-preserving mappings). We then show that a conformal regularization term of degree zero — i.e., one that attempts to preserve angles and relative distances, instead of angles and exact distances — produces data representations that are superior to other existing methods. Applying our algorithm to an unsupervised information retrieval task for CelebA data with 40 annotations, we achieve 79% precision at five retrieved images, an improvement of more than 10% compared to recent related work. #### Regularized Autoencoders for Isometric Representation Learning The recent success of autoencoders for representation learning can be traced in large part to the addition of a regularization term. Such regularized autoencoders “constrain” the representation so as to prevent overfitting to the data while producing a parsimonious generative model. A regularized autoencoder should in principle learn not only the data manifold, but also a set of geometry-preserving coordinates for the latent representation space; by geometry-preserving we mean that the latent space representation should attempt to preserve actual distances and angles on the data manifold. In this paper we first formulate a hierarchy for geometry-preserving mappings (isometry, conformal mapping of degree k, area-preserving mappings). We then show that a conformal regularization term of degree zero — i.e., one that attempts to preserve angles and relative distances, instead of angles and exact distances — produces data representations that are superior to other existing methods. Applying our algorithm to an unsupervised information retrieval task for CelebA data with 40 annotations, we achieve 79% precision at five retrieved images, an improvement of more than 10% compared to recent related work. #### Regularized Autoencoders for Isometric Representation Learning The recent success of autoencoders for representation learning can be traced in large part to the addition of a regularization term. Such regularized autoencoders “constrain” the representation so as to prevent overfitting to the data while producing a parsimonious generative model. A regularized autoencoder should in principle learn not only the data manifold, but also a set of geometry-preserving coordinates for the latent representation space; by geometry-preserving we mean that the latent space representation should attempt to preserve actual distances and angles on the data manifold. In this paper we first formulate a hierarchy for geometry-preserving mappings (isometry, conformal mapping of degree k, area-preserving mappings). We then show that a conformal regularization term of degree zero — i.e., one that attempts to preserve angles and relative distances, instead of angles and exact distances — produces data representations that are superior to other existing methods. Applying our algorithm to an unsupervised information retrieval task for CelebA data with 40 annotations, we achieve 79% precision at five retrieved images, an improvement of more than 10% compared to recent related work. #### 入选产业融合创新品目 URL: https://saige.ai/cn/research/%e5%85%a5%e9%80%89%e4%ba%a7%e4%b8%9a%e8%9e%8d%e5%90%88%e5%88%9b%e6%96%b0%e5%93%81%e7%9b%ae/ #### 安全监测AI源技术专利申请 URL: https://saige.ai/cn/research/%e5%ae%89%e5%85%a8%e7%9b%91%e6%b5%8bai%e6%ba%90%e6%8a%80%e6%9c%af%e4%b8%93%e5%88%a9%e7%94%b3%e8%af%b7/ #### 特许第10-2430090号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2430090%e5%8f%b7/ #### 特许第10-2476048号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2476048%e5%8f%b7/ #### 特许第10-2477085号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2477085%e5%8f%b7/ #### 特许第10-2477088号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2477088%e5%8f%b7/ #### 特许第10-2478499号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2478499%e5%8f%b7/ #### 特许第10-2594810号 URL: https://saige.ai/cn/research/%e7%89%b9%e8%ae%b8%e7%ac%ac10-2594810%e5%8f%b7/ #### 获得GS认证（1级） URL: https://saige.ai/cn/research/%e8%8e%b7%e5%be%97gs%e8%ae%a4%e8%af%81%ef%bc%881%e7%ba%a7%ef%bc%89/ #### 韩国互联网振兴院（KISA）认证 URL: https://saige.ai/cn/research/%e9%9f%a9%e5%9b%bd%e4%ba%92%e8%81%94%e7%bd%91%e6%8c%af%e5%85%b4%e9%99%a2%ef%bc%88kisa%ef%bc%89%e8%ae%a4%e8%af%81/ #### 산업융합 혁신품목 선정 URL: https://saige.ai/research/%ec%82%b0%ec%97%85%ec%9c%b5%ed%95%a9-%ed%98%81%ec%8b%a0%ed%92%88%eb%aa%a9-%ec%84%a0%ec%a0%95/ #### 안전 모니터링 AI 원천 기술 특허 출원 URL: https://saige.ai/research/%ec%95%88%ec%a0%84-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-ai-%ec%9b%90%ec%b2%9c-%ea%b8%b0%ec%88%a0-%ed%8a%b9%ed%97%88-%ec%b6%9c%ec%9b%90/ #### 특허 제10-2430090호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2430090%ed%98%b8/ #### 특허 제10-2476048호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2476048%ed%98%b8/ #### 특허 제10-2477085호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2477085%ed%98%b8/ #### 특허 제10-2477088호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2477088%ed%98%b8/ #### 특허 제10-2478499호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2478499%ed%98%b8/ #### 특허 제10-2594810호 URL: https://saige.ai/research/%ed%8a%b9%ed%97%88-%ec%a0%9c10-2594810%ed%98%b8/ #### 한국인터넷진흥원(KISA) 인증 완료 – 쓰러짐, 배회, 침입, 방화 URL: https://saige.ai/research/%ed%95%9c%ea%b5%ad%ec%9d%b8%ed%84%b0%eb%84%b7%ec%a7%84%ed%9d%a5%ec%9b%90kisa-%ec%9d%b8%ec%a6%9d-%ec%99%84%eb%a3%8c-%ec%93%b0%eb%9f%ac%ec%a7%90-%eb%b0%b0%ed%9a%8c-%ec%b9%a8%ec%9e%85/