Production agents now have a tool that auto-detects user frustration, churn risk, and unmet feature requests directly from real conversations—something evals and logs routinely miss. This means you can ship fixes for hidden failures faster, cut manual review time, and scale agent quality without proportional headcount costs. If you’re running agents in production, this either saves you engineering cycles or lets you catch revenue-impacting issues before they hit metrics.