AI Agent Confidently Wrong on Bad Data

An internal AI agent for a support team confidently told a rep a customer's subscription was cancelled when it was not. The cancellation request sat unprocessed in a queue, but the agent pulled from a table that reflected pending changes as completed. The author fixed the issue by restructuring data retrieval to prioritize confirmed states.