Hackathon • 2025OptimizationStakeholdersExplainability
Warranty Cost Optimization
Prioritization under constraints with explainability for adoption.
Problem
Warranty costs needed reduction while respecting constraints and interpretability.
Approach
- Built a prioritization approach aligned to business rules.
- Added explainability to support stakeholder trust.
- Produced a clear recommendation workflow (not just a model).
Impact
- Actionable recommendations with clear rationale.
- Decision-support framing for real-world rollout.
Tools
PythonPandas