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Using AI to Pass On Expert Know-How to Newer Staff

Capture the reason behind a good example, not just the answer.

Capture the reason behind a good example, not just the answer. Newer colleagues need to understand when the answer changes and when to ask a specialist.

Won’t people just copy the suggested answer?

They might. So test whether they can explain the next step when one detail changes.

1. Capture the reason behind a good example.

The situation. What was the customer trying to achieve?

The judgment. Which detail changed the response, and why?

The boundary. When would a different answer or a specialist be needed?

2. Explain the answer and show the guidance.

A fictional case:

The question
A routine delivery question from a customer.
The assistant
Retrieves the applicable process, prepares a suggested reply, and identifies the supporting passage and any missing information.
The colleague
Checks the source before relying on the explanation.

3. Check understanding with a different case.

Give the learner a fictional example with one important detail changed. Ask them to explain the right next step and when they would seek help. A mentor reviews the reasoning, not merely the wording.

4. Start with one question experts keep answering.

Collect a few approved examples, ask the expert to explain the exceptions, and test the material with a newer colleague. Keep feedback flowing back to the owner of the guidance.

Practical check: The aim is to make experience easier to share, not less important.

Read more: Your AI Champion Has a Queue: How to Share an AI Workflow With the Team · Using AI to Practise Difficult Customer Conversations

The example is fictional. This is general guidance, not advice for your situation.