The report presents a structured, evidence-first study of AI control across eighty leading financial institutions in eight sectors of the global market.

A Note to the Board
A board that asks these twenty-five questions and records honest answers will produce, in a single sitting, the most accurate picture of its institution’s real AI control posture it has ever held.
The pattern of answers — not any single answer — is the finding:
· Identify the critical cells. Five cells — one per ecosystem — typically carry the highest fiduciary consequence. Resolve those first.
· Assign an owner and a date to every "assured only" answer. An open control gap without an owner is an unmanaged risk.
· Make this a standing review. AI control is a fiduciary matter that sits above the technology-risk layer. The twenty-five questions are a quarterly instrument, not a one-time exercise.
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AI is a given. Control is not.™
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