Automate & measureBeta
Describe a workflow. Autopilot builds the Loop.
Loops is becoming your n8n: a visual builder where CRM events, schedules and manual triggers flow into data, agent and action nodes. The AI only proposes; a human approves every row before anything happens. Describe what you want and Autopilot scaffolds the graph.
- A visual builder
- AI proposes, never fires
- You approve each row


AI proposes. You approve every row.
Loops is becoming your n8n: a visual builder where CRM events, schedules and manual triggers flow into data, agent and action nodes. Agent nodes can only propose, and every proposal queues in an approval inbox where you approve, edit or dismiss it before anything touches your CRM.
- Real triggers and nodes. Start from a CRM event, a schedule or a manual run, then flow into data, agent and action nodes on a canvas.
- AI proposes, never fires. Agent nodes can only propose, and an empty run fails loudly instead of doing nothing quietly.
- A human approves each row. Every proposal waits in an inbox for you to approve, edit or dismiss before any side effect.
Automation you can switch on without losing control
Real triggers
Start a Loop from a CRM event, a schedule, or a manual run, then flow into data, agent and action nodes on a visual canvas.
AI proposes, never fires
Agent nodes can only propose. An empty run fails loudly instead of doing nothing quietly.
A human approves each row
Proposals queue in an approval inbox where you approve, edit or dismiss each one before any side effect.
Real actions, with undo
Approved actions hit real CRM mutations: email, status, task, note and tag, with a 30-second undo on the reversible ones.
Autopilot builds it for you
Describe a workflow in plain language and the Loops agent scaffolds the graph for you to refine.
See what every run did
Display nodes surface a run's results and each proposal keeps its record in the inbox, so an automation is never a black box.
Trigger, propose, approve, act
- 1
A trigger fires
A CRM event, a schedule or a manual run starts the Loop and flows through its nodes.
- 2
The agent proposes
Agent nodes draft what they would do. They can only propose, and an empty run fails loudly.
- 3
You approve each row
Proposals queue in an inbox where you approve, edit or dismiss each one before anything happens.
- 4
The action runs, with undo
Approved actions hit your real CRM, with a 30-second undo on the reversible ones.