Retail banks face mounting pressure to modernize operations while managing risk, satisfying regulators, and competing with digital-first challengers. Generative AI offers transformative potential for transaction monitoring, loan origination, customer onboarding, and compliance workflows—but only when deployed systematically. Too many institutions approach AI adoption with enthusiasm but without a structured framework, leading to failed pilots, wasted investment, and organizational skepticism that makes future initiatives harder to launch. This comprehensive checklist provides a proven pathway for embedding Generative AI in Financial Operations, with rationale for each critical step drawn from successful implementations across major retail banking institutions. The framework outlined here reflects lessons from multiple deployment cycles at institutions processing billions in daily transactions. Unlike generic AI adoption guides, this checklist addresses the specific regulatory, technica...