AI is rapidly becoming embedded in core payer operations, driving decisions across claims, prior authorization, and risk adjustment. But as automation increases, so does exposure. The real challenge isn’t adoption—it’s accountability. As AI begins to influence outcomes at scale, payers must confront a critical question: can they explain and defend the decisions their systems are making?