Summary
It was a unified platform that monitored, evaluated, and debugged generative AI and machine learning systems in production. It integrated directly with cloud AI services to enable real‑time tracing, prompt testing, and guardrails. It provided end‑to‑end visibility across development and deployment to reduce model risk and improve reliability. It scaled efficiently on managed cloud infrastructure to support lean operations teams and global distribution.