Operations managers review on two levels. For a single decision, the steps are the same as anyone's: read the record, find the bound that decided, check the evidence, then approve, edit or decline with a reason. Across the operation, they read patterns: which bounds decide most often, where reviewers disagree, and which allowed decisions should have been held.
Why is an operations manager's review different?
Front-line reviewers see one item at a time. An operations manager owns the process, so a wrong decision matters less than a wrong pattern. If an agent drafts a hundred courier claims a week and two are wrong, the question is not only "fix these two" but "why these two, and are there more we have not seen?"
The manager also reviews the reviewers. Approval rates, edit rates and time on item per person show whether held work is being judged or waved through.
How does a manager review one decision?
- Open the record. It holds the verdict, the draft, the sources with their provenance, the brief version and the certificate the agent held at the time.
- Find the deciding bound. The minimum chain checks role scope, certificate, sources, the business's own limits and the platform guardrails. The lowest one wins and is named. Knowing whether a limit or an evidence gap decided the outcome tells you what kind of fix is needed.
- Test the evidence. A delivery status from the carrier's own system arrives signed; a customer's claim that a parcel never arrived is declared. A decision resting mainly on declared facts should be read more carefully.
- Decide. Approve, edit or decline, with a reason.
- Route the learning. A correction to the agent's brief, a change to the business's limits, or a coaching note for a reviewer.
What does the manager look at across the operation?
| Signal | What it can mean | Typical response |
|---|---|---|
| One bound decides most holds | A limit set too tight, or a source the agent cannot reach | Review the limit or fix the connection |
| A reviewer approves nearly everything quickly | Rubber-stamping | Sample their approvals, coach, rebalance work |
| Two reviewers decide similar items differently | Unclear policy | Clarify the rule and record it |
| Edits cluster on one item type | A gap in the agent's brief | Bank the correction in the brief |
| Refusals rise after a change | A new limit or source issue | Check what changed and when |
| A certificate nears its 90-day lapse | Depth will drop if it is not renewed | Plan recertification before it lapses |
The last row catches many teams out. Certificates lapse after 90 days, and a certification run that clears no depth drops the agent to depth 1 the same day. Work the agent was completing at depth 3 then arrives as held drafts, and the review queue swells overnight. A manager who watches certificate dates sees that coming.
A worked example
Take a logistics firm's claims desk, where an agent settles small lost-parcel claims at depth 3 below the business's limit of 200. In the monthly review, the operations manager sees that edits cluster on claims from one marketplace partner: reviewers keep reducing settlements because the partner's declared parcel values exceed the invoice values held in the firm's own system.
The agent was inside its bounds, but it was trusting the declared figure. The manager asks the process owner to change the brief so the agent uses the lower of the declared and invoiced value, and to hold any claim where they differ by more than a set amount. Edits on that partner's claims stop within a fortnight, and the record shows when and why the rule changed.
Who should do this work?
Not only the manager. Team leads take the single-item reviews; the manager takes the aggregate view and the decisions that change limits. Building that skill in the team is covered in how to train the operations team to review agent decisions, with a payments variant in training the payments operations team. Peers in risk and property face the same task with different signals; see how risk managers review an agent's decisions. The full role map is in AI agent skills by role.
Questions people ask
How often should an operations manager run the aggregate review?
Weekly for a new agent or after any change to its brief or limits; monthly once the patterns are stable. Certificate dates should be checked every week regardless.
Should the manager review refused and withheld actions too?
Yes. Refusals show where the agent's bounds stopped it, which may point to a limit worth revisiting. Withheld actions are a platform floor and will not change, but a rise in attempts is worth understanding.
What if the manager disagrees with a reviewer's approval after the fact?
Record the disagreement, reverse the action if it can be reversed, and talk to the reviewer. Treat it as a calibration point, not a disciplinary one, unless it repeats.