The product processing process has been changed, but the robot still responds according to the old steps. This is often not a problem of model capability, but a failure to keep up with knowledge release. Updates should have a draft, review, testing, and officially available status; an editor-saved piece of text cannot immediately affect all customers. Content involving terms or fees must be confirmed by the responsible business before proceeding to technical release.

Clear the problem and conditions first

Associate the changes to knowledge items, reference pages and test questions, and record the effective time and scope of application. For old orders that still use the original rules, the historical versions are retained and selected based on business conditions when querying. The retrieval cache was invalidated along with the pre-generated answers, and human agents received instructions of the same caliber. Release owners can see which channels have completed updates and which ones are still pending.

Incorporate rules into the actual process

For example, if the location of the application entrance is changed, the text, screenshots and links in the answer must be changed; updating only the paragraphs but retaining the old screenshots will cause customers to follow the wrong steps. If a channel cannot be updated temporarily, inaccurate answers can be removed first and manual guidance can be provided instead of continuing to display information that is known to be wrong.

Check the processing results item by item

  • Check with the corresponding question set before going online, and check whether the actual responses refer to the new version after release.
  • When serious problems occur, you can fall back to content that has been confirmed to be available, while recording the scope of the affected problem.
  • Regularly clean up items that no one is responsible for or that have exceeded the review date, so that knowledge maintenance becomes a clear task, rather than waiting for customer complaints to be revised later.

How to review before and after going online

Publishing notifications can list the specific issues of changes and conditions that agents need to pay attention to. The scope of application is clearly marked when the old and new versions run side by side, and the backend provides the ability to query answers by source version, so that customer service will not find the wrong basis when reviewing complaints.