Case Studies

AI insights for delivery teams

Strategies, case studies, and technical deep dives from teams shipping real AI systems. No hype. No theory. Just what works.

How we saved $18M annually with nearly zero maintenance

ML-powered failure prediction saved a Fortune 500 manufacturer $18M annually and eliminated 42% of costly unplanned downtime

Reducing SaaS churn 35% with AI health scoring

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

Real-time detection at 50M daily transactions

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

AI-powered demand forecasting for global retail

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

AI-powered demand forecasting for global retail copy

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