Community and Regional Banks Face AI Risks and Governance Gaps

U.S. community and regional banks are embedding AI in loan underwriting, fraud detection and pricing. These models now influence lending decisions, capital allocation and customer outcomes. Yet many boards still treat AI as a routine IT upgrade and have not established model validation, third-party oversight or clear accountability, turning efficiency gains into unpriced balance-sheet risks.

On March 20, 2026, the Community Development Bankers Association cited commentary by Matt Hasan published in American Banker warning that using external AI platforms does not relieve boards of their fiduciary oversight duties. The report named no banks and disclosed no investment or loss figures. Its latest recommendation is to make AI part of board-level risk and strategy discussions, rather than treating it merely as a compliance checkbox.