AI agents shouldn’t run your supply chain

A new class of AI agents is emerging that operates directly across applications, documents, workflows, and decision environments.

The appeal is obvious: why maintain layers of business software and human oversight when AI agents can reorder inventory, reroute shipments, and optimize procurement autonomously?

In supply chains, that temptation is especially strong. The logic feels airtight. If AI can see the data, it can run the system.

But supply chains are not software systems. They are physical systems that demand real-time awareness of reality – not just records of it.

And that difference matters.

The Illusion of Complete Context

AI agents today are expanding their reach rapidly. They no longer analyze isolated datasets; they traverse email threads, board decks, planning tools, and financial forecasts. Their “tentacles,” to borrow a metaphor, extend deeper into the enterprise than ever before.

Yet access does not equal omniscience.

A supply chain decision is rarely a...

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