Full automation is the wrong goal. The right goal is the right responder for each moment. A well-designed agent escalates on purpose, not by failure.

Triggers worth wiring in

  • High-stakes intent — complaints, refunds, anything legal or medical.
  • Repeated confusion — two misses in a row should hand off, not try a third time.
  • Explicit request — "I want to talk to a person" is always honoured immediately.
  • High-value opportunity — sometimes you want a human to close.
A handoff isn't the AI giving up. It's the system routing to whoever serves the customer best right now.

Hand off with context, not a cold start

When the agent escalates, the human should inherit the full transcript, the detected intent, and a suggested next step — so the customer never has to repeat themselves. Done well, the customer can't even tell exactly where the seam was.

Keep the AI in the wings

Even after handoff, the agent can draft replies for the human to approve, keeping speed high while a person stays accountable for the outcome.