Fed's Bowman Unveils AI Sound Practices for Financial Firms
New FSB consultation report aims to balance innovation with risk management across institutions of all sizes, with final guidance due later in 2026.
Federal Reserve Vice Chair for Supervision Michelle W. Bowman outlined new international guidance for financial institutions adopting artificial intelligence, speaking at a Financial Stability Board virtual event on July 7, 2026.
The FSB consultation report on Sound Practices for Responsible Adoption of Artificial Intelligence represents a coordinated effort to help banks and other financial firms navigate AI deployment while managing associated risks. Bowman chairs the FSB's Standing Committee on Supervisory and Regulatory Cooperation, which initiated the work late last year.
Decade of monitoring informs new framework
The Federal Reserve has tracked bank AI usage for nearly a decade, observing increased adoption across institutions of all sizes and diverse use cases. That experience directly informed the FSB's international framework, according to Bowman.
The report centers on understanding specific AI use cases rather than applying blanket rules. It includes detailed case studies illustrating appropriate governance and controls for different scenarios, while acknowledging these examples don't represent the only path to responsible AI adoption.
Materiality and proportionality drive approach
A core principle in the guidance is materiality assessment. Bowman emphasized that financial institutions should clearly define how they use AI and whether that use is material to business operations or regulatory obligations. This determination shapes the appropriate level of governance and control intensity.
The report explicitly states that lower-risk AI applications should receive lighter supervisory and regulatory oversight. This proportionality extends to institutional size and complexity — practices suitable for large institutions deploying complex AI systems may not fit smaller firms with simpler use cases.
"Our focus is on promoting innovation at financial institutions of all sizes, not just the largest ones," Bowman said.
Why it matters
As AI tools proliferate across financial services, regulators face pressure to provide clear guidance without stifling innovation or imposing one-size-fits-all requirements. This FSB framework attempts to thread that needle by emphasizing context-specific risk assessment over prescriptive rules. For financial institutions, the consultation period offers a chance to shape international standards that will influence supervisory expectations across jurisdictions. The final report, scheduled for delivery to the US G20 presidency later in 2026, could establish baseline expectations for AI governance globally.
Seeking industry input
Bowman requested feedback on whether the report strikes the right balance on proportionality and adequately addresses material risks without being overly prescriptive. She specifically asked stakeholders to identify gaps in risk coverage or areas needing additional clarity.
The work was led by Hern Shin Ho from the Monetary Authority of Singapore, with collaboration from US Treasury and SEC staff alongside Federal Reserve and FSB Secretariat teams.
These remarks were delivered at the Financial Stability Board Virtual Outreach Event and first reported by the FSB. The consultation report was published June 10, 2026, with public comments informing the final version due later this year.
This is an original analysis by the Omega editorial team. Source reporting: AI Watch.
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