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Verify Before You Automate: Why AI Agents Need an Internal Audit Function

A number is a small thing. One integer in one answer. A seating capacity, a contract limit, a delivery quantity, a tax threshold, a credit exposure. Nothing dramatic. Certainly not the sort of thing that should become an architecture problem. Then an AI agent guesses it, sounds confident, stores the guess, and uses it again later. ...

April 10, 2026 · 18 min · Zelina