Office managers get a different set of AI agent questions from frontline staff: less about checking one draft, more about owning approvals. A professional services firm will ask what you would let an agent do without you, who approves what, and how you would know something went wrong. Build your answers from a short decision log of your own approvals.
Why do office managers need a decision log?
An office manager in a law, accounting or consulting firm already approves a lot: supplier invoices, purchases, building access, new starter set-ups, facilities spend. When agents arrive, they take on the routine parts, such as matching invoices to orders, drafting access requests from the HR record and answering staff questions about the office. The manager's role moves towards setting limits and handling what the agent holds.
Interviewers test that shift. They want examples of approvals you made, limits you set and problems you caught. A decision log turns your memory of a busy job into five or six clean examples you can draw on for any question. For the wider skills behind it, see what employers will ask you to prove about AI skills.
Titles vary: office manager, operations manager, facilities and office lead, business services manager. Look for duties covering approvals, supplier management, access and security, and staff support.
How do you fill in the log?
Write one row per decision. Use recent, real examples with names and amounts changed. Include at least one where you said no, one where you changed a limit, and one where something went wrong. Then map each row to the questions in the second list, so you know which story answers which question.
The template
Part one: the decision log
| Field | What to write |
|---|---|
| Decision | What you approved, refused or changed |
| What an agent would have done | Matched, drafted, proposed, or held for you |
| The rule you applied | Your limit, the firm's policy, or a judgement call |
| The source you relied on | Purchase order, HR record, contract, or an email from outside |
| Outcome | What happened and what you recorded |
| What you changed afterwards | A limit, a rule, or a source |
Part two: likely questions and which log row answers each
- "What would you let an agent approve without you?"
- "Tell us about a time you refused a request from a senior person."
- "How would you handle a new supplier asking to be paid to a different account?"
- "A leaver still had building access a week after leaving. What went wrong?"
- "How would you know an agent was making poor decisions?"
- "Who in your team should be able to release what the agent holds?"
A worked example
Two sample log rows and answers from an invented office manager we will call Claire at a forty-person accountancy firm.
| Field | Row one | Row two |
|---|---|---|
| Decision | Refused a supplier's bank detail change | Tightened leaver access process |
| What an agent would have done | Drafted the change from the supplier's email | Drafted access removal from the HR leaver record |
| The rule you applied | No payment change without a call-back | Access ends on the last working day |
| The source you relied on | The supplier's email, which was outside information | HR record, which was late |
| Outcome | Call-back revealed the email was fake | Removed access; asked HR to send leaver dates a week ahead |
| What you changed afterwards | Wrote the call-back rule into the approval policy | Made leaver dates a required field before final pay |
"What would you let an agent approve without you?" "Routine invoices that match a purchase order and a delivery note, within a small limit, from suppliers we already pay. Anything new, larger or unmatched should be held for me. And no change to who we pay, ever, without a call-back on a number we already hold."
"A leaver still had building access. What went wrong?" "In my case the HR leaver record arrived after the person had gone, so anything working from that record was late too. The fix was in the source, not the agent: we made the leaver date required before final pay could run."
"Who should release what the agent holds?" "People with a clear limit and the training to judge. Some firms now link approval rights to a current certificate. I'd consider that for anyone releasing payments."
Practice managers face the same approval questions with patient safety added, as the interview answers for practice managers show. What an AI operations interview tests explains how panels score answers like Claire's. Market detail is in AI operations careers for office managers in Canada and in Germany.
Where the Academy fits
Office managers often set the rules rather than work the queue, so Pryme Intelligence Academy's free Foundations track is a good start: it covers the decision chain, what a business pays for, and data and trust. If you will release held items yourself, the Operator track's modules on human review and usage and billing add depth, with a certificate an employer can check.
Questions people ask
Should I claim experience with agents I have not used?
No. Describe the approvals you already make and how you would set limits for an agent doing the routine part. Interviewers can tell, and accurate answers carry more weight.
How do I answer questions about cost savings?
Talk about where time would go instead, not invented figures. Explain which routine approvals an agent could take and which judgement work you would then have more time for.
What if the firm is small?
Small firms need the same controls, often with fewer people to share them. Say how you would keep one person from both requesting and approving payments, even with a small team.