Prompt Observability — AI Glossary

Prompt observability is the operational practice of logging, tracing, and monitoring prompt inputs, outputs, and model behavior in production. It covers input and output capture with PII redaction, per-prompt latency and cost, output quality signals (judge scores, user feedback, downstream conversion), and drift detection over time.