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