business management blog posts

Why Agentic Operations Is More Than Agentic AI

Blog: XMPRO

When equipment fails at 2 AM, the operator who sees the alarm often knows what needs to happen. Yet in most industrial operations, that knowledge remains trapped behind approval chains while the problem compounds. Three phone calls, two escalations, and forty minutes later, the response finally begins. This isn’t a failure of technology or people

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