Aurora Financial — Credit Risk Modernization
Client: Aurora Financial GroupIndustry: Financial ServicesPublished: 6/1/2025
Overview
Aurora Financial modernized its credit risk pipeline using AIDF governance-by-design architecture. The engagement focused on provable compliance, end-to-end traceability, and accelerated model deployment.
Approach
- Intent modeling with symbolic contracts
- Directed execution with lineage-preserving DAGs
- Real-time bias monitoring and audit automation
Results
- +30% audit score improvement (GDPR + fair lending)
- -25% regulatory risk exposure
- 73% faster model deployment cycle
Outcomes
- +30% compliance audit score
- -25% regulatory risk exposure
- 73% faster model deployment cycle