Summary
Used machine learning to predict the likelihood of successful package delivery based on address-level risk signals. Enabled merchants to proactively adjust fulfillment, routing, and insurance decisions before shipment. Reduced losses from theft, fraud, and misdelivery while preserving customer experience. Integrated directly into order management systems for real-time decision support.