When should an AI support response hand off to a person?

QUICK ANSWER

Hand off when the answer is unsupported, the user asks for a person, or the issue involves exceptions, sensitive information, or a consequential decision. Make the boundary explicit and pass the conversation context to the human reviewer.

What to do next

Define the allowed scope

List questions the system may answer and situations that always require escalation. Include account, billing, security, and policy exceptions as relevant.

Test difficult requests

Use incomplete questions, frustrated users, conflicting knowledge, and requests outside scope. Check that the system admits uncertainty and escalates appropriately.

Review the handoff

Confirm the human receives the history, relevant account context, and unresolved question. Track repeated failures and update the knowledge source.

Useful tools to explore

Open a profile for more detail, or check the vendor’s current plans.

Intercom

Customer support and service teams considering Intercom for this job: Customer support and AI service workflows.

Zendesk

Customer support and service teams considering Zendesk for this job: Support tickets and customer service.

Before you decide

  • Keep the escalation path easy to find.
  • Assign an owner to maintain approved answers.
  • Review outcomes, not only ticket deflection.
Keep in mind

A confident unsupported answer can damage trust even if it reduces the number of human tickets.

A LITTLE FEEDBACK GOES A LONG WAY

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