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Latest / Rene Grywnow’s 5-Minute Business Punch

Industrial AI Is Not ChatGPT: What Manufacturers Must Understand Before Scaling (Week 27 · Part I)

Ask a chatbot for the wrong word and you lose nothing. Ask an AI to adjust a press or stop a line, and a wrong millisecond can cost a hand, a batch, or a shipment. This episode draws the line consumer hype keeps blurring: Generative AI produces content a human acts on, Industrial AI must produce safe physical action in real time.

The binding constraint is rarely the model. It’s real-time sensor-data quality, safe integration into legacy OT, PLC, SCADA, MES, functional-safety certification, millisecond latency, and edge power limits. The model is the easy part; the certified, deterministic…

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