Make documentation freshness an owned workflow

Tie review to the thing that changes

A product release, plan-limit change or retired feature can invalidate an answer even when the page URL stays the same. Identify the sources whose changes matter most to the pilot. Give each an owner and a review trigger. A fixed calendar reminder can help, but it should not be the only mechanism when a known release alters the instructions readers are likely to follow.

Separate publication from ingestion

The documentation editor publishes a correction; the chatbot collection may update through a different path. Record both steps. Where the product exposes a refresh result, inspect it rather than assuming a scheduled job completed successfully. Then ask a targeted question that depends on the changed passage. This verifies a practical outcome without claiming that every answer in the collection is now current.

Keep a visible stale-topic fallback

If a source cannot be refreshed or verified promptly, route the affected topic to the live article or an appropriate contact. Do not leave a known obsolete answer in place because the broader assistant remains useful. A narrow temporary limitation can protect reader trust while the owner resolves the issue. Keep the fallback reversible and document why it was introduced.

Measure the operating effort honestly

Record the time and frequency of source review, import checks and answer regression work. That effort belongs in the product decision alongside subscription cost. If the team cannot keep up, reduce the corpus or use a simpler interface. A chatbot that is easy to install but hard to keep accurate may be a poor fit even when its initial demo is impressive.

• Maintain a short change-trigger list covering releases, renamed features, retired procedures and altered limits, with an owner for each trigger.