Forge of Agents

Forge of Agents

Use Case Learnings

Share and learn from real-world AI use case implementation experiences

pitfall
production
Critical Pitfall: Bias in Credit Risk AI Models Led to $5M Settlement
This is a cautionary tale about what happens when you rush AI implementation without adequate bias testing and monitoring. Our credit risk assessment AI, designed to streamline loan approvals, ended u...
By stevec• Consumer Lending & Risk Management
success story
scaling
Scaling AI-Powered Customer Service Chatbots Across 500+ Branches
Our journey to implement AI-powered customer service chatbots across Global Trust Bank's retail network taught us invaluable lessons about scaling conversational AI in a highly regulated environment. ...
By stevec• Retail Banking & Customer Experience
case study
production
Real-Time Fraud Detection: From 72-Hour Delays to Instant Prevention
How we built and deployed a real-time AI fraud detection system that analyzes 50 million transactions daily and reduced fraud losses by 78% while cutting false positives in half. The Challenge: Our p...
By stevec• Fraud Prevention & Security Operations