AI support assistant MVP: define the human handoff

A useful support assistant does more than produce an answer quickly. It needs a clear boundary around what it may answer, which information it can use and when a person should take over. Define that boundary before connecting the assistant to customer accounts or operational actions.

1. 01

   Choose a narrow first domain, such as explaining how to use a product's published features. Prepare a small source collection with an owner and a review process. Keep draft policies and outdated instructions out of the available material. The quality of an answer depends partly on whether the source still describes the product customers use.

2. 02

   Create a test set from real support questions after removing personal information. Include questions with a direct answer, ambiguous questions, missing information and requests outside the product's scope. Write the expected behavior for each category, including when the assistant should say it cannot establish an answer.

3. 03

   Design escalation as a usable workflow. Capture the question and the relevant context already provided, explain that a handoff occurred and tell the customer what happens next. Do not require them to repeat the entire conversation. Give the support team a way to distinguish an unanswered question from an urgent account problem.

4. 04

   Keep account-changing actions outside the first pilot unless they are essential. If an action is added, apply normal authorization checks, validate its inputs and require appropriate confirmation for consequential changes. A natural-language request does not replace the application's permission model.

5. 05

   Evaluate answer correctness and successful handoffs alongside response time. Review a sample of conversations and record whether the cited material actually supports the answer. A lower handoff rate is not automatically better: refusing to guess can be the correct result. Expand the assistant's scope only when the team can maintain the source material and explain the observed failures.