AI Compliance for Financial Services
Decades of financial regulation stacked on top of new AI law
Financial AI operates at the intersection of new AI-specific law and decades of existing financial regulation. Credit scoring AI must comply with ECOA, FCRA, and CFPB guidance before it even reaches EU AI Act requirements. DORA adds operational resilience requirements. Each regulatory layer adds obligations.
Applicable regulations
EU AI Act — High-Risk Credit (§5(b)) and Insurance (§5(c)) AI
Critical RiskScope: AI for creditworthiness evaluation (Annex III §5(b)) and life/health insurance risk assessment and pricing (Annex III §5(c)) in the EU
Full conformity assessment, technical documentation, explainability mechanisms, bias testing, EU AI database registration
Deadline: December 2, 2027 (deferred from August 2026)
Equal Credit Opportunity Act (ECOA)
Critical RiskScope: All credit AI in the United States
Disparate impact testing across protected classes, adverse action notices with specific AI factors, documented business necessity for model variables
Deadline: Ongoing
Fair Credit Reporting Act (FCRA)
Critical RiskScope: AI using consumer reports for credit decisions in the US
Permissible purpose, adverse action notices identifying specific AI factors (CFPB: "model said so" is not sufficient), dispute resolution process
Deadline: Ongoing
DORA — Digital Operational Resilience Act
High RiskScope: Financial entities in the EU
AI included in ICT risk management framework, third-party AI vendor contracts with audit rights, incident reporting for AI failures
Deadline: January 2025 (in force)
State Insurance AI Regulations (Colorado, California, NY)
High RiskScope: Insurance AI models in regulated states
Colorado: unfair discrimination monitoring, model availability for review. Varies by state.
Deadline: Varies by state
What to do first
ECOA/FCRA compliance is non-negotiable — implement adverse action reason generation before anything else
Test every credit model for disparate impact across race, gender, age, national origin
DORA ICT risk management: document every AI system as an ICT risk, update vendor contracts
EU credit/insurance AI: start conformity assessment work now — the Annex III deadline (December 2, 2027) allows less time than it looks like once you account for multi-system assessments
CFPB-compliant adverse action: identify top contributing factors, not generic explanations
Model drift monitoring: recertify or retrain when performance degrades
Estimated compliance cost
$50,000–$150,000 initial + $15,000–$40,000/year ongoing
Proactive compliance typically costs 3–5× less than post-enforcement remediation.
Generate your financial services AI compliance plan
Aegis Firma maps your specific AI systems against all applicable regulations for financial services — and generates prioritized documentation across 169 jurisdictions.