Industrial AI has reached a critical inflection point. Companies are spending millions on POCs and simple agent workflows—like chatbots that search product manuals—with limited adoption at scale. Engineers already suffering from cognitive overload don’t need more information; they need systems that actually perform tasks to completion. What’s missing is a fundamental rethinking of how AI

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