Model Risk Management is a supervisory framework (US Federal Reserve guidance SR 11-7; UK equivalent PRA SS1/23) requiring banks to validate, document, and govern the models — increasingly including AI models — used in decision-making, now extending to AI-assisted marketing compliance tools.