Compliance-Driven Systems

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

  1. Check 1: Credit Score > 700? (Pass/Fail)
  2. Check 2: Debt-to-Income < 40%? (Pass/Fail)
  3. Decision: Rules-based combination of checks.

The graph structure is the explanation. "Rejected at Node 2."

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