Our chatbot metrics look good. Could there still be an accuracy problem?

Yes. Your metrics can show a successful interaction without telling you whether the AI gave the customer accurate information. A confidently wrong response can produce high CSAT, a low effort score, and a contained ticket, all while quietly setting up a chargeback, an angry call, or churn later. The interaction reads as a win even though the customer walked away with bad information.