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AI WhatsApp Agents

When should the AI hand off to a human?

Set keyword triggers, confidence thresholds, and turn-count limits so your AI agent hands off to a human agent with a full transcript and intent summary attached.

3 min readUpdated 08 Mar 2026

The agent is great at repetitive questions. It's deliberately cautious about anything it is not confident about — and in those cases, a human reply is a much better customer experience than a wrong automated one.

Default handoff triggers

  • Customer types keywords like 'agent', 'manager', 'human', 'complaint', or any of your custom escalation words.
  • The agent's confidence score drops below the threshold you set (default 0.7).
  • The conversation has exceeded N turns without resolution (default 6).
  • Any mention of refunds, cancellations, or legal action.
  • The customer's sentiment score turns negative.

When handoff fires, the agent hands the agent the full transcript, the customer's current intent in one line, and the next-best action it was about to suggest — so the human never starts from zero.

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