As dealers use AI for pricing and credit, fairness is non-negotiable. Responsible AI ensures that your models don't inadvertently discriminate.
Key Principles
Explainability
Can you explain why the AI recommended that price? You need "Glass Box" models, not "Black Boxes."
Bias Testing
Continuously test models to ensure they perform equally across demographics.
Human in the Loop
AI recommends; humans decide. Policy governance is key.
This protects the dealership from regulatory risk and reputational harm.
Recommended KPIs
- Override Reasons: Why are humans disagreeing with the AI?
- Audit Frequency: Keep checking.
Win with math, but win the right way.
Written For
Finance DirectorsCompliance OfficersComptrollers