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Why Reports?

Reports automatically surface how people are interacting with your agent, giving you a daily snapshot of user queries clustered by topic and ranked by risk. They combine semantic grouping with relevance and hallucination detections to highlight where your agent might be struggling.

What Reports deliver

  • Daily digests that summarize top intents, risky clusters, and notable regressions.
  • Issue drill-downs that link directly to representative logs and detection evidence.
  • Trend charts that make it easy to spot regressions after prompt, retriever, or model changes.

Inside the dashboard

  • Overview: high-level traffic, detection rates, and surfaced clusters for the past 24 hours.
  • Issues: deep dives into specific query clusters with sample conversations and affected customers.
  • Filters: slice every panel by tag (environment, customer tier, model version) to focus on the traffic that matters.
Reports unlock once Quotient has processed at least 100 detections in a rolling 30-day window. Keep detections enabled during onboarding to hit the threshold quickly.
Reports Overview Reports Issues Next: How to Integrate Reports.