AI Policy Template for Financial Services Organizations
Built for banks, fintechs, and financial institutions
Financial institutions operate AI under some of the most demanding regulatory scrutiny in any sector. Examiners expect documented model risk management, fair lending testing, and operational resilience. An AI policy built for financial services speaks the language regulators already use and maps controls to the guidance they already enforce.
Policy Needs for Financial Services Organizations
- Model risk management aligned to OCC SR 11-7 and Federal Reserve SR 15-18 guidance
- Fair lending and anti-discrimination testing for AI credit and underwriting models
- BSA/AML compliance controls for AI transaction monitoring and suspicious activity detection
- Consumer protection disclosures for AI-driven product recommendations and pricing
- Third-party risk management for AI vendors with access to financial data
- Business continuity requirements ensuring AI system failures do not disrupt critical financial operations
Key Clauses to Include
- 1SR 11-7 Model GovernanceAlign AI model lifecycle governance to OCC SR 11-7, including independent model validation, ongoing monitoring, and model inventory with risk ratings.
- 2Fair Lending TestingRequire adverse impact testing for all AI models used in credit decisions, underwriting, or pricing, with documented remediation plans for identified disparities.
- 3AML Model ValidationSubject AI-powered transaction monitoring and suspicious activity detection models to annual independent validation, with tuning documentation and false-positive analysis.
- 4Consumer DisclosureProvide clear disclosures when AI influences product recommendations, credit decisions, or pricing, including the right to request human review of automated decisions.
- 5Operational ResilienceEstablish fallback procedures for every critical AI system, ensuring that system failures trigger manual processes rather than service outages.
What Generic Templates Miss
- Generic templates do not reference OCC or Federal Reserve model risk guidance, making them inadequate for examiner expectations in financial services
- Standard policies omit fair lending and anti-discrimination testing requirements that are legally mandated for AI-driven credit decisions
- Boilerplate frameworks lack operational resilience provisions for AI, which regulators specifically evaluate during business continuity examinations
PolicyGuard delivers financial-services-grade AI governance with SR 11-7 mapping and fair lending controls built in. Start a free trial and be examiner-ready.
