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How the AI agent works

Every way a conversation is handed to a person, and what happens next

Everything that hands a conversation to a person — rules, goals, workflows, built-in checks, the WhatsApp Business app — and how to hand it back.

Updated 9 October 2026 · 3 min read

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In short

A conversation goes to a person when an escalation topic matches, the customer sounds frustrated, a rule requires a person, a goal marked to escalate completes, a workflow runs escalate_conversation, a reply fails verification, the agent hands over itself, or a safety limit trips — and also when someone replies from the WhatsApp Business app. The agent then stops replying on that conversation until somebody presses Return to AI.

What escalation does

  • The conversation switches to human mode. The agent does not reply to it again until somebody presses Return to AI in the inbox.
  • Live goals are paused, and resume with everything captured when it is returned.
  • Follow-ups stop — they only chase conversations the agent owns.
  • conversation.escalated fires, so workflows and webhooks on it run (assign an owner, create a task).
  • Messages the customer sends meanwhile wait in the inbox. Nothing answers them automatically.

Every trigger

TriggerWhere it is setHow to recognise it
Escalation topic matchedAI settings › Human escalationAutomatic events show a Rule line naming the topic rule.
Customer sounds frustrated or upsetBuilt in; cannot be turned offHand-over on an angry or upset message, no rule named.
Require human before tool ruleAI settings › Agent rulesA Rule line naming the rule, on a turn where the agent tried that action.
Goal completed with Escalate to a human when this goal completesThe goalHand-over on the message that filled the goal's last required field; the goal shows as completed.
Workflow with escalate_conversationSettings › WorkflowsAudit log entry workflow:<trigger> listing escalate_conversation; often a task created beside it.
The agent handed over itselfIts role allows changing the conversationTypically the customer asked for a person; the hand-over is attributed to the agent.
A reply failed verificationBuilt inThe customer got a holding reply ("let me check and come back to you"); the audit log names the reason.
40+ messages in 10 minutesBuilt inThe thread says the agent stopped because of a burst of messages.
The person's daily AI-reply limitWorkspace settingBanner: this person reached today's limit on AI replies.
Someone replied from the WhatsApp Business appUsing the number on a phoneNo event or rule at all — a person was in the chat, so the agent stepped back.
A new email that is a notice, not a customerBuilt inBanner: not answered — this looks like a notice.
A website enquiry by emailBuilt inThese conversations start with a person, never the agent.

The escalation topic check fails closed

If the topic check itself cannot run on a message, every configured topic is treated as matched and the conversation goes to a person. A rare hand-over with no obvious topic can be this.

Writing good escalation topics

  • Write a full description, not a keyword: "the customer disputes a refund or complains about a payment" rather than "refund".
  • A passing mention does not match — the message has to be clearly about the topic.
  • Each topic you add is checked on every message, so keep the list to what genuinely needs a person.

Hand it back

Open the conversation and press Return to AI. The agent answers from the customer's next message; it does not reply to messages that arrived while a person had it. See Take over a conversation from the AI agent.

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