Much of today’s discussion about industrial business process automation focuses on content-based workflow agents. These systems use Large Language Models (LLMs) to process information, generate reports, and execute predefined workflows. There is also a fair amount of “agent-washing” which I discussed in a previous post “The Carroll Industrial AI Agent Framework: Evaluating True AI Agency”.

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