Regulators focus on outcomes and controls: timely, accurate, well-documented reviews and ratings. AI-assisted reviews can meet those expectations when there are clear human approval points, audit trails, and validation of AI outputs under model risk guidance such as SR 11-7. Vendor tools also fall under third-party risk management expectations.