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Whitepaper

SR 11-7 and the Generative AI Governance Gap

How financial institutions can apply model risk management principles to large language models — and what examiners are starting to ask.

HIPAA-aware controls
SR 11-7 aligned
12 pages
Free Whitepaper

SR 11-7 and the Generative AI Governance Gap

How financial institutions can apply model risk management principles to large language models — and what examiners are starting to ask about AI governance.

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What's inside

Built for regulated financial institutions

The SR 11-7 Gap Most Institutions Miss

SR 11-7 was written for statistical models. Generative AI requires a fundamentally different governance posture — one most institutions haven't operationalized yet.

What Examiners Are Actually Asking

OCC, Federal Reserve, and FFIEC are issuing targeted guidance. This paper maps the specific questions examiners are raising and how institutions can evidence controls.

Technical Controls That Satisfy Model Risk

A proxy-based AI gateway creates the audit trail, access controls, and monitoring required under SR 11-7 — without disrupting engineering workflows.

Implementation Roadmap

A phased approach for standing up AI governance controls, from initial deployment through full policy automation and compliance reporting.

Who reads this
Chief Risk Officers building AI governance programs
Model Risk Management teams updating MRM frameworks
CISOs responsible for AI data security
Compliance teams responding to examiner inquiries
Engineering leaders deploying AI tools at scale
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