Teams often measure retrieval by query speed and hit rate while ignoring source freshness. Stale sources quietly degrade decisions.

Define freshness SLOs by source class and business criticality. Add alerts for missed ingestion windows and permission-sync failures.

Operational dashboards should show freshness gaps alongside answer quality and citation coverage.