# Manufacturing AI Suite Edge AI Suites are collections of open, industry-specific AI software development kits (SDKs), microservices, and sample applications for independent software vendors (ISVs), system integrators and solution builders. Manufacturing AI Suite is a comprehensive toolkit to build, deploy, and scale AI applications for industrial environments. It includes tools and software for AI acceleration, such as IoT protocol support (MQTT/OPC UA), accelerated libraries for data analytics, and system software for multi-interface cameras. ## Manufacturing AI Suite Samples ::::{grid} 1 1 2 2 :::{grid-item-card} HMI Augmented Worker :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/hmi-augmented-worker/index.html RAG-enabled HMI application deployed on Type-2 hypervisors. ::: :::: ::::::{grid} 1 1 1 1 :::::{grid-item-card} [Industrial Edge Insights – Vision](https://docs.openedgeplatform.intel.com/2026.0/edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-vision/index.html) :class-card: homepage-card-container-wrap ::::{grid} 1 1 2 2 :::{grid-item-card} Pallet Defect Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-vision/pallet-defect-detection/index.html Warehouse quality control. ::: :::{grid-item-card} PCB Anomaly Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-vision/pcb-anomaly-detection/index.html Enhance PCB manufacturing pipelines. ::: :::{grid-item-card} Weld Porosity :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-vision/weld-porosity/index.html Ensure weld quality. ::: :::{grid-item-card} Worker Safety Gear Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-vision/worker-safety-gear-detection/index.html Detect safety gear regulation breaches. ::: :::: ::::: :::::: ::::::{grid} 1 1 1 1 :::::{grid-item-card} [Industrial Edge Insights - Time Series](https://docs.openedgeplatform.intel.com/2026.0/edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/index.html) :class-card: homepage-card-container-wrap ::::{grid} 1 1 2 2 :::{grid-item-card} Wind Turbine Anomaly Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/wind-turbine-anomaly-detection/index.html Detect anomalous power generation patterns in wind turbines. ::: :::{grid-item-card} Weld Anomaly Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/weld-anomaly-detection/index.html AI-driven analytics enable edge devices to monitor weld quality. ::: :::: ::::: :::::: ::::::{grid} 1 1 1 1 :::::{grid-item-card} [Industrial Edge Insights - Multimodal](https://docs.openedgeplatform.intel.com/2026.0/edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-multimodal/index.html) :class-card: homepage-card-container-wrap ::::{grid} 1 1 2 2 :::{grid-item-card} Wind Turbine Anomaly Detection :class-card: homepage-card-container :link: ./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/wind-turbine-anomaly-detection/index.html Identify defects in manufacturing environments by analyzing both image and time series sensor data. ::: :::: ::::: :::::: ## Software Development ::::{grid} 1 2 2 2 :class-container: homepage-tool-container :::{grid-item} DL Streamer Open-source streaming media analytics framework based on GStreamer. ::: :::{grid-item} DL Streamer Pipeline Server Python-based, interoperable containerized microservice for development and deployment of video analytics pipelines. ::: :::{grid-item} OpenVINO Open-source toolkit for deploying performant AI solutions on-prem, in the cloud, and on the edge. ::: :::{grid-item} OpenVINO Model Server Solution for hosting AI models and providing them to software components over standard network protocols. ::: :::: :::{toctree} :hidden: HMI Augmented Worker Industrial Edge Insights - Vision Industrial Edge Insights - Time Series Industrial Edge Insights - Multimodal :::