AI proposes.
A human approves.
Let AI do the work, then pause for a person on the decisions that carry risk. The agent proposes an action, a human approves or rejects it with full context, and the workflow resumes from exactly where it stopped.
Pause, review, resume
The AI does the work
An agent completes its step and prepares the action it wants to take, with the reasoning and data behind it.
It pauses for approval
Instead of acting, the workflow stops at an approval gate and waits. The run is durable, so it can wait minutes or days.
It resumes on your decision
Approve and the workflow continues. Reject and it takes the other path. Either way the decision is recorded.
Approvals that fit production
Durable pause and resume
A paused run holds its state safely and picks up exactly where it left off, whether that is in seconds or days.
Approve or reject with context
The approver sees what the AI proposed and why, so the decision is informed rather than a blind yes or no.
Route to the right approver
Send each approval to the person or team that should own it, based on the workflow and the data in the run.
Timeouts and escalation
Set how long a step may wait, then escalate or take a fallback path so nothing stalls forever.
Full audit trail
Every approval, rejection, and who decided it is logged, so you can show exactly how an action was authorized.
On any step
Drop an approval gate anywhere in a workflow, around any node, not just at the very end.
Keep a hand on the wheel
Money movement
Refunds, payouts, and large orders get a human sign-off before the funds actually move.
Publishing content
Let AI draft, but have a person approve before anything goes live to your audience.
Customer-facing messages
Review what the agent wants to send a customer before it lands in their inbox.
Irreversible actions
Deletes, cancellations, and anything hard to undo wait for an explicit approval first.
Approval gate vs full autonomy
Let AI move fast, but keep a person on the decisions that carry real risk.
Add an approval when
- The action moves money, or is hard to undo
- A human is accountable for the outcome
- You want a recorded sign-off for compliance
Full autonomy risks
- A wrong call acts before anyone can catch it
- No record of who authorized a sensitive action
- Trust has to be all-or-nothing, with no middle ground
Put a person in the loop
Start free and add an approval step to your first AI workflow. No card needed.