VANKPA
Start a project

AI & automation

Keep the knowledge current.

How to keep an AI knowledge assistant's sources current

Knowledge manager reviewing document versions in a quiet library

The decision

A knowledge assistant needs an update process for the material it uses. Approved sources can still become obsolete. Define who owns each source, how changes reach the assistant, and how withdrawn information stops appearing in answers.

In practice

A service policy might change while an older guide remains in another folder. The assistant should not treat both as equally authoritative. Preserve version context and make conflicting or missing authority a reviewable problem.

Put it into practiceYour next checks
  1. Create a source register, update triggers, and tests for changed topics.
  2. Review access boundaries after updates and verify removal as well as addition.
  3. Keep an operational route for staff to report an outdated answer with the supporting source.

When to take the next step

Create the refresh process before the assistant becomes part of daily work. Use a policy that has changed recently to test replacement and withdrawal behavior.

Questions clients ask

Should every company file become a source?

No. Select approved, relevant material with clear ownership and access rules.

How do we test freshness?

Use questions whose answers changed and confirm the current source is used while obsolete material is excluded.

Plan your next step.

Explore the serviceDiscuss your project