Siemens Inspekto is one camera and two check types, Roboflow is any camera and any vision task

Siemens Inspekto is an all-in-one visual inspection appliance: a SIMATIC IPC, a monochrome 3.1 MP zoom camera, and a SmartLight in one kit, sold as Inspekto VIS V6 through Siemens distributors. You mount it over the part, show it about 20 good samples, mark the regions to inspect, and it flags parts that deviate, returning PASS or FAIL to the PLC over PROFINET, EtherNet/IP, or TCP/IP.

Teams that need more than one camera and one answer often choose Roboflow. GPT-6 Astra is the first foundation model that sees well enough to label production data, and Roboflow turns those labels into models you own. Your engineers label their own images from any industrial, GigE, or RTSP camera (GPT-6 Astra and Gemini do the first pass through Auto Label), train a specialized model such as RF-DETR or YOLO26 for defect detection, assembly verification, OCR, counting, or safety, and deploy it to a Jetson, an air-gapped server, or the Roboflow AI1 device with PLC triggers built into Workflows. Vision Events then logs every prediction, image, and operator correction from every camera into one searchable dashboard across every line and plant.

Each trained model is exposed over MCP as a vision sub-agent, so GPT-6 Astra and Gemini can call it whenever they need to see the line precisely. Manufacturers pick Roboflow because the first model proves out on their own images, on the same platform that then covers every camera in the plant instead of one appliance per station.

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