Why is RAG freshness and re-indexing important in production AI systems?

A reliable refresh process keeps answers aligned with the current source of truth. Its importance should be evaluated against concrete quality attributes such as reliability, maintainability, security, scalability, performance, and operational complexity rather than treated as an abstract rule.