Five Gaps. Five Modules. One Framework.

Basel III.1 has five critical gaps when applied to AI credit risk:

1. Validation: How do you validate AI models? No standardized methodology.

2. Pro-Cyclicality: AI trained on rising markets is most cautious in downturns. Amplifies cycles.

3. Explainability: Black-box models violate Basel's requirement to "understand" your models.

4. Stress Testing: How do you stress test models predicting outside their training distribution?

5. Audit Trails: Continuous model evolution makes traditional audit trails useless.

ACRGA addresses each gap with a dedicated module:

• ACRGA-VALIDATE

• ACRGA-CYCLE

• ACRGA-EXPLAIN

• ACRGA-STRESS

• ACRGA-AUDIT

Not theoretical. Practical. Operationalizable within existing governance structures.

The regulatory moment is now. Early adoption is competitive advantage.

#FinTech #RiskManagement #FinancialGovernance