Councillors and senior officers need enough AI agent literacy to scrutinise decisions they did not make themselves. That means understanding depth, certification and expiry, the decision record, and which named officer answers to residents for each service. It is a few hours of tested learning for members, and full certification for the officers who approve what agents do.
Who is the "board" in a council?
A council has no single board in the corporate sense. Oversight is split between the executive or cabinet, scrutiny and audit committees, and the senior officers who hold statutory responsibilities. Each needs a different depth of understanding. Cabinet members decide which services use agents. Scrutiny members test whether those decisions are working for residents. Senior officers answer for the day-to-day controls.
Training plans that treat all three as one audience waste members' time and leave officers under-prepared.
What do councillors and senior officers need to understand?
- Depth (per agent), and the depth each action needs. 1 read, 2 draft for an officer to send, 3 routine work within bounds, 4 payments or hard-to-undo actions, 5 coordinating other agents.
- Authority is earned and expires. Depth comes from certification on the council's own cases. Certificates lapse after 90 days, and a run that clears no depth drops the agent to depth 1 the same day.
- Four verdicts. Allowed, held for a named officer, refused as outside bounds, withheld at the platform floor.
- The record. Every verdict is filed append-only. When a resident complains or a case reaches the ombudsman, the council can reconstruct what happened and who decided.
- Public duties. Public bodies face additional transparency and fairness duties, and under the EU AI Act some public uses are high-risk.
Which council services can agents support, and how far?
| Service | Agent | Stays with an officer |
|---|---|---|
| General enquiries and bin collection queries | Answers within bounds at depth 3 | Complaints |
| Council tax account changes | Executes routine updates within limits at depth 3 | Discounts, exemptions and disputes |
| Benefit or grant applications | Summarises evidence and drafts at depth 2 | The decision |
| Parking appeals | Drafts a response at depth 2 | The appeal decision |
| Supplier payments | Prepares and holds at depth 4, if certified | Releasing them |
| Social care referrals | Reads and routes at depth 1 | Every assessment and decision |
Why do elections change the training plan?
Membership changes after elections, sometimes substantially. A scrutiny committee that understood agent depth last term may have new members who have never seen a verdict. Build member literacy into induction after every election, and keep it short and tested. Officers' credentials follow a separate cycle, tied to their approval rights rather than to the electoral calendar.
What should scrutiny ask for?
A useful scrutiny report covers each agent's services and depth, certification dates and any failed runs, complaints involving agents with one reconstructed from the record, and the share of approving officers with a current credential. That lets members challenge on evidence, not impressions.
The order of training matters; who in a local council needs AI agent training first sets it out. A readiness assessment in the council gives the baseline, and a plan to roll out AI agent training across the council carries it to every service. The full model is in AI literacy and certification for people who work with agents.
Where the Academy fits
Pryme Intelligence Academy offers a free readiness assessment for teams of up to 25: the team takes the Foundations test set in its industry, and the report shows scores by concept, the gaps and the first agent to start with. The senior officer leading a multi-agent deployment can take Architect, which ends in a board review with two Pryme assessors.
Questions people ask
Can an agent decide a resident's benefit claim?
It should not. The agent summarises and drafts; an officer decides and signs, and the record shows both steps.
How should councillors be tested without it feeling like an exam?
Use a short, scored check at the end of induction, reported by concept rather than by name. The point is to find gaps the next briefing should close.
Who answers to residents when an agent gets something wrong?
The council and the officer responsible for the service. The record shows what the agent did and who approved it, which is the basis of any response.