Logistics
Logistics: ETA and demand sensing lowered stockouts 14%
Combined ETA prediction and demand sensing to optimize replenishment.
Outcomes
14% fewer stockouts
Lower expedited shipping
Improved service level
Approach
- Feature store design
- ETA models
- Demand sensing
- Replenishment rules
Key Metrics
Stockouts
-14%
Expedites
-11%
Fill rate
+3.2pts