AI Regulation Tracker · Federal Reserve · Guidance

What does SR 23-4 say about AI in banking?

Published Jun 7, 2023 · Last reviewed Aug 26, 2026

SR 23-4, issued June 7, 2023 by the Federal Reserve, OCC, and FDIC, is the interagency guidance on managing risk from third-party relationships and is the framework examiners use when a bank buys AI tools, cloud-hosted models, or foundation-model access from vendors. It replaces the Fed's 2013 outsourcing guidance (SR 13-19), applies to all supervised banking organizations regardless of size, and sets out a lifecycle of planning, due diligence, contract negotiation, ongoing monitoring, and termination. Vice Chair Bowman said in May 2026 that supervisors are assessing how these expectations apply to vendor-provided AI.

DocumentSR 23-4Interagency Guidance on Third-Party Relationships: Risk Management
Issued byBoard of Governors of the Federal Reserve System
TypeGuidance
StatusIn force
PublishedJun 7, 2023
EffectiveJun 7, 2023
Applies toAll banking organizations supervised by the Federal Reserve, regardless of size (issued jointly with the OCC and FDIC, replacing each agency's prior outsourcing guidance including SR 13-19)
Also issued asOCC Bulletin 2023-17, FDIC FIL-29-2023
Official sourcefederalreserve.gov
Use casesThird-party & vendor AI · Generative & agentic AI · Cybersecurity · AI governance (general) · Model risk management

What are the key points of SR 23-4?

  • Covers the full lifecycle: planning, due diligence and third-party selection, contract negotiation, ongoing monitoring, and termination
  • Applies to all third-party relationships, including fintech partnerships, cloud providers, and 'new or novel structures', with risk management tailored to the criticality of the activity
  • Places responsibility on the board and management: a bank's use of third parties does not diminish its obligation to operate safely and in compliance with law
  • Expects due diligence on a third party's information security, resilience, subcontracting, and — for models — validation consistent with model risk management guidance
  • Requires contracts to address performance measures, data access and ownership, audit rights, incident notification, and termination
  • Does not impose new legal requirements; the agencies committed to additional resources for community banks, delivered as a May 2024 guide on third-party risk for community banks

What did SR 23-4 change for banks?

It replaced three inconsistent agency frameworks with one lifecycle-based standard and dropped the old distinction between 'outsourcing' and other vendor relationships. For AI specifically, it is the document that governs foundation-model vendor dependence, cloud-hosted ML platforms, and fintech AI partnerships — the risks the 2026 model risk guidance explicitly leaves to broader risk management. Banks pair SR 23-4 with SR 26-2 to cover vendor AI end to end.

Does SR 23-4 apply to a bank's use of a large-language-model vendor?

Yes. SR 23-4 covers all third-party relationships, and the Fed has said it is assessing how third-party risk-management expectations apply to vendor-provided AI tools. Due diligence, contract terms, and ongoing monitoring should be proportionate to how critical the AI tool is.

Does SR 23-4 apply to community banks?

Yes. The guidance applies to all banking organizations supervised by the Fed, OCC, and FDIC regardless of size, with the expectation that risk management is scaled to the bank's complexity and the risk of the relationship.

DateDocumentStatus
May 27, 2026Cook: Opportunities and Risks of AI (May 2026)The Opportunities and Risks AI Presents for the Economy and Financial System — Governor Lisa D. CookFinal
May 1, 2026Bowman: AI in the Financial System (May 2026)Artificial Intelligence in the Financial System — Vice Chair for Supervision Michelle W. BowmanFinal
Apr 17, 2026SR 26-2Revised Guidance on Model Risk ManagementIn force
Apr 9, 20212021 BSA/AML Model Risk StatementInteragency Statement on Model Risk Management for Bank Systems Supporting BSA/AML ComplianceSuperseded
Mar 31, 20212021 Interagency AI RFIRequest for Information and Comment on Financial Institutions' Use of Artificial Intelligence, Including Machine LearningFinal
Apr 4, 2011SR 11-7Supervisory Guidance on Model Risk ManagementSuperseded

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