On-Time Delivery Early Warning System
Detected KPI degradation before it surfaced in reports, enabling faster intervention.
XGBoostFastAPIPower BIMonitoring
Tracklist
Data: Shipment, lead-time, and fulfillment metrics across the network
Model: Gradient-boosted early-warning classifier
System: FastAPI service + Power BI alerts
Impact: Reduced surprise KPI drops and firefighting