Knowledge Studio

Drift Detection: Keep Approved Knowledge Fresh

Reaudit re-checks the sources behind approved Knowledge Documents every week and proposes updates when something changed.

Approved knowledge goes stale: pricing pages change, product docs get rewritten, the Notion wiki moves on. Drift detection watches the sources behind every approved Knowledge Document so your brand truth never silently drifts away from reality.

How drift is detected

  • Every week, Reaudit re-fetches each document’s sources — website pages, Notion pages, and Google Drive files.
  • Content is hash-compared against the last check. Unchanged sources cost nothing.
  • When a source changed, AI compares the new source content against your approved document and writes a short summary plus a proposed updated version (1 credit per affected document).
  • You get an in-app notification, and the document shows a drift badge in Knowledge Studio.

Acting on a drift suggestion

  1. 1Open the flagged document — drifted documents appear in the amber banner at the top of the Documents tab.
  2. 2Switch to the Drift tab in the editor sidebar to read what changed.
  3. 3Apply update replaces the content with the AI-proposed version and moves the document back to *In review* — the previous version is kept in history, and the outdated knowledge is removed from your AI context until you re-approve.
  4. 4Dismiss keeps your current approved version and clears the suggestion.

No credits?

If your account has no credits when drift is detected, Reaudit still notifies you that the source changed — it just skips the AI update proposal. You can edit the document manually or re-run generation later.
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