What does pausing an agent mean?

Pausing an agent means stopping it from taking new actions while keeping its state, its queue and its record intact, so it can resume once the cause is dealt with. Work in flight is held rather than lost. Pausing is a deliberate, recorded act by a named person, and it is the quickest control most people overseeing agents have.

Why does pausing matter?

Something will eventually look wrong: a run of odd drafts, a complaint pattern, a source that has changed, a suspected manipulation attempt. The right first move is often to stop the agent acting while someone looks, without destroying the evidence or the work queued behind it. Pausing does that.

It also has a cost. While the agent is paused, its work returns to people. A team that has not practised running without the agent may struggle. That is why pausing is a skill to train, not just a button to find.

How does it work in practice?

A good pause procedure answers five questions in advance:

1. Who may pause: usually the agent owner, the operations manager and named deputies.
2. What triggers it: clear signs that justify a pause without waiting for permission.
3. What happens to work in flight: held for a person, not completed or discarded.
4. Who is told: the owner, the team receiving the work, and anyone the agent serves.
5. How it resumes: who decides, on what evidence, and whether recertification is needed first.

Every pause and resume is filed in the record with the person's name and reason. Payment operations, where a wrong action is costly, should have this written down before go-live; see what AI literacy means for payment companies.

What is an example?

A payments team lead notices the refund agent has drafted several refunds to accounts that differ from the original payment method. She pauses it. Its queue of twenty drafts is held for people to review. The team works the refunds by hand while the owner investigates and finds a changed source mapping. Once fixed, the agent is recertified and resumed. The record shows who paused, why, what was held, and who resumed it.

How is pausing different from withheld, refused or dropping depth?

These are often confused. Withheld applies to a single action that the platform never allows for any agent, such as reversing a settled payment on its own rail; it is a fixed floor, explained in what withheld means for an AI agent. Refused means one action fell outside the agent's bounds. Dropping to depth 1 is what happens when an agent's certificate lapses or a run clears no depth: it may still read but not draft or act. Pausing is a person's decision to stop all new actions by one agent, for now, for a reason.

Pausing is also different from edit and approve, which corrects one draft while the agent keeps working.

Which terms are related?

• Agent owner: usually the person who decides to resume.
• Incident: the event a pause often responds to.
• Recertification: may be required before resuming.

For the wider topic, read AI agent skills by role, and for the supervisor's perspective, what AI literacy means for people who supervise AI agents.