Surface the booking the agent would make so you can review it. Preview only; it never books a Jobber appointment.
Poller sees an eligible thread or event.
Rules identify the automation path.
Toggle, live writes, duplicate, and safety checks run.
Draft, tag, recommendation, or write is performed.
Activity row and quality signals record the outcome.
Record every proposal and accepted edit.
Promote repeat wins into deterministic rules.
Keep broad fallback cases in manual review until the data splits cleanly.
Recent runs and operator changes associated with this automation.
