An enterprise AI platform should provide enterprise-grade security, explainable AI, audit trails, governance controls, high availability, and seamless integration with core banking systems, LOS, CRM, and third-party applications. Financial institutions should also prioritize platforms built specifically for regulated industries rather than general-purpose AI tools.