Find what customers still need explained.

Repeated questions and unresolved topics show where the knowledge is thin or difficult to use.

Review before updating.

A person checks the answer and changes approved business information. Recorded conversations inform the work; they are not automatic model training.

Check the next conversation.

Use representative examples to see whether the information answers the right question and whether the handover is useful.

A repeated question becomes a knowledge update

Customers repeatedly ask whether a particular application is supported. Review the conversations and check the answer with the business owner. Update the approved information, then use representative questions to see whether the answer and handover have become more useful.

Signal
A repeated question or an unresolved topic
Review
A person confirms the correct business information
Update
The approved knowledge used in the conversation
Check
The answer remains relevant across representative wording

Illustrative business scenario