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Risk & compliance / News brief

OCC gives examiners a risk-based framework for advanced AI

The OCC’s new examiner guide ties scrutiny of banks’ advanced AI uses to potential consequences, delegated agency and human oversight, while expressly avoiding new enforceable standards.

Office of the Comptroller of the Currency announcement2 min read

Editorial illustration / Risk & compliance

Consequences matter more than technical novelty

The Office of the Comptroller of the Currency issued a supervisory framework on 4 November for examiners reviewing banks’ use of what it calls super intelligence in normal business activities. The guide says examiners may assess use cases according to potential consequences, transfer of agency and the degree of human oversight rather than technical sophistication alone. Control intensity may rise where an agent’s failure or misuse could produce more serious effects.

The guide does not create a new rule

The OCC states that the framework supplements existing model-risk, governance, technology, compliance and operational-risk practices. It does not establish new supervisory expectations, enforceable standards or a requirement for banks to define a separate AI risk category. Examiners are instructed to tailor reviews to materiality and, for community banks, to size, complexity and risk profile. The agency expects to update the guide as technology and supervisory understanding evolve.

Editorial analysis

What it means for merchants

Fintechs and merchants supplying AI-enabled services to US banks should expect diligence to focus on delegated authority, failure impact and human controls. Even though the guide is non-binding, vendors should document approval boundaries, monitoring, fallback procedures and audit records because bank partners may need that evidence during examinations.

Read the original announcement

Office of the Comptroller of the Currency · 4 Nov 2026

This brief summarizes the linked primary source. Claims and reported figures have not been independently audited by Payment Guide.