Pattern: human takeover

When your AI should shut up.

Three triggers, automatic expiration — the complete pattern for AI-to-human handoff in messaging systems.

Pick a message

How it works

Four steps. Zero complexity.

1

Message in

A guest sends a WhatsApp message to your number.

2

AI analyzes

The agent extracts intent, entities, and sentiment.

3

Structured output

You get a clean JSON payload with typed actions.

4

Action fired

Your backend receives a webhook and executes the action.

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