Seven to eight weeks, because an operations manager learns two jobs. They need about 18 hours of learning, two weeks of supervised decisions on the live workspace and an exam, like a reviewer. They also need practice running what surrounds the queue: the daily rhythm, the rota, usage and billing, depth changes and the response when an agent's certificate lapses.
What an operations manager owns
Reviewers decide held actions. Operations managers decide how the whole operation runs around the agent. In practice that means:
- Who reviews which queue, with what approval rights, on which shift.
- What the business's own limits are for each agent, agreed with risk and compliance.
- When to propose moving an agent up a depth, and what evidence to ask for.
- What to do when held work suddenly grows, for example after a certification run that clears no depth drops an agent to depth 1.
- Whether usage is in line with budget, and why it is not.
A manager who only learns review will run a calm week well and a bad week badly. The time spent on the rhythm is what makes the difference.
How the weeks are spent
| Weeks | Stage | Operations focus |
|---|---|---|
| 1 | Foundations, about 4 hours | The decision chain, depth and certification, what the business pays for |
| 1 to 5 | Operator learning, about 14 hours | All eight areas, with weight on reading the workspace, usage and billing, and running the rhythm |
| 4 to 6 | Supervised review | Real held decisions, checked by a peer |
| 4 to 7 | Running the rhythm with a coach | Daily and weekly workspace reviews, rota changes, one incident drill |
| 7 or 8 | Exam and sign-off | Written exam and sign-off on decisions |
Managers should start before their teams. During their team's supervised period, they are the ones checking decisions and coaching.
What the agent does and what stays with the manager
The agents an operations manager oversees vary: they may handle orders, claims, payments, onboarding or service requests. Across all of them, the agents read and draft at depths 1 and 2, execute routine work within bounds at depth 3 where earned, and hold anything outside those bounds.
Stays with the operations manager:
- Approval rights: who may decide held work, and at what amounts.
- The business's own limits, set with risk and compliance.
- Any request to raise an agent's depth.
- Pausing an agent, alongside its named owner.
- The response to a certificate lapse or incident.
An illustrative example
Take a logistics company's operations team, with a manager overseeing three agents: one handling delivery exceptions, one drafting customer claims, one reconciling carrier invoices. The manager completes Foundations and the Operator modules over five weeks at roughly three and a half hours a week.
In weeks four to six, the manager reviews a share of held claims and runs the morning workspace review with a coach. In week five, the carrier invoice agent fails a certification run, clearing no depth, and drops to depth 1. The manager moves two clerks onto invoice review by midday, tells finance that payments will be slower for a week, and asks the agent's owner for the failure detail from the record. That week, more than any module, shows whether the manager is ready.
Calibration with team leads on shared cases is covered in calibration sessions for operations managers. Managers are also targets for pressure, such as a senior colleague asking for a limit to be lifted "just this once"; see training operations managers to spot prompt injection and pressure.
How this compares with neighbouring roles
Risk managers oversee similar agents but from the second line, with more time on limits and less on the rota; see how long it takes to train risk managers. Property managers run a smaller operation spread across sites; see the property manager timeline. A week-by-week plan is in the training plan template for operations managers, and the overall programme is in training teams for AI agents.
Where the Academy fits
The Operator track of Pryme Intelligence Academy is written for the people who run a live workspace every day, including operations managers, and covers usage and billing and running the rhythm alongside review. Certified Pryme Operator needs 32 of 40 on the exam and a two-week practicum signed off by a Pryme assessor. Managers who later lead regulated, multi-agent deployments can move on to the Architect track.
Questions people ask
Can an operations manager delegate the training to team leads?
They can delegate coaching, not understanding. A manager who has not done the training cannot judge whether a team lead's coaching is right.
How much time does running the rhythm take once trained?
A short daily review of the workspace and a longer weekly one. The weekly review should include a sample from the record, not just the numbers.
What should the manager do first when held work spikes?
Find the cause in the record: a lapsed certificate, a changed limit, a new source, or a real change in demand. The response differs for each.