Early warning system identified at-risk customers 60-90 days before cancellation, recovering $4.2M in annual recurring revenue

Real-time ensemble models reduced fraud losses 89% while processing 50M daily transactions in under 100 milliseconds

Hierarchical forecasting across 50K+ SKUs cut excess inventory 23% while reducing stockouts 35% for global retailer

NLP-powered contract analysis reduced legal document processing time 80%, unlocking $3.2M in attorney productivity annually