Evaluating an AI agent in production: 5 metrics that actually matter

Accuracy alone does not say whether an agent helps the business. You need exceptions, delay, review rate and business impact.

Metrics must be readable by operations, not only by the technical team.

A good dashboard tells you what to fix Monday morning.