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Why Enterprise AI Agents Fail: A Runtime Data Governance Pattern for Reliable Answers

calendar_today August 3, 2026 person Avinash Maddineni domain dzone

The Failure You Have Probably Already Seen An enterprise AI agent is deployed against production data. It answers the first ten questions confidently and correctly. Then, on the eleventh question, it produces an answer that looks reasonable but is completely wrong.

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