Inventory answers by risk and use
Build an inventory that connects each customer answer to its owner, governing source, approval date, review date, and channels. Add usage signals so a frequently used billing answer receives different attention from a rarely opened navigation tip.
Risk rises when an article affects money, privacy, access, safety, eligibility, or binding commitments. Review frequency should follow that risk and change history rather than one calendar interval for every page.
Detect drift before rewriting prose
Compare the published answer with the current policy, product state, interface, and escalation path. Flag broken links, screenshots that no longer match, terms that changed meaning, and steps that agents routinely bypass.
A low feedback count is not proof that an answer is correct. Search conversation notes, escalations, repeated clarifications, and corrections for signs that the article does not resolve the real question.
Use the specialist service role as a starting point for scope, sources, and evidence.
Control edits and publication
The reviewer can collect evidence and draft a correction, but the named content or policy owner should approve consequential changes. Preserve the previous version, rationale, approver, and effective time so old conversations remain interpretable.
Use staged status values such as draft, under review, approved, published, and retired. Agents should see which version is active and what to do when a draft conflicts with the published answer.
Test the answer in the conversation
Read the article from the viewpoint of an agent who has only the customer message and permitted account context. Verify that the opening identifies the situation, steps are ordered, limits are explicit, and the escalation point appears before a risky action.
Test common wording variations and accessibility needs. If the answer depends on an image, color, hover state, or unexplained internal term, add a text path that works without those cues.
National Institute of Standards and Technology provides public guidance that can help your team test workflow assumptions.
Close the review loop
After publication, sample real use for misapplication, repeated followups, and new exceptions. Send policy questions back to the owner instead of silently broadening the article.
Retire duplicate answers and redirect links to one controlled source. A smaller inventory with visible ownership is safer than many polished pages that disagree.
Compare this approach with the next related workflow guide.
Common questions
Who should approve a knowledge article?
The owner of the governing policy or product behavior should approve material changes; a support editor can prepare and test the draft.
When should an article be retired?
Retire it when the workflow or source no longer applies, then preserve its version history and redirect active references.
What should reviewers sample after a change?
Review conversations that used the new answer, including followups, transfers, and corrections, to see whether it works as written.
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