
Compliance-Driven Systems
Case Study: Loan Approval.
Compliance-Driven Systems
The Problem
Banks must prove why a loan was rejected. AI cannot be a black box.
The Graph
- Check 1: Credit Score > 700? (Pass/Fail)
- Check 2: Debt-to-Income < 40%? (Pass/Fail)
- Decision: Rules-based combination of checks.
The graph structure is the explanation. "Rejected at Node 2."