Public bodies need AI literacy that can survive a citizen's question. It means caseworkers can explain how an agent-assisted decision was reached, buyers know what to demand before procuring an agent, information officers can answer requests about automated processing, and every official who approves agent work can show they were competent to. Transparency and fairness duties make that evidence public-facing.
Why is public sector literacy different?
A private firm explains its decisions to customers and a regulator. A public body explains them to citizens, auditors, ombudsmen, courts and elected representatives, and often must justify why a person was treated as they were. Public bodies face additional transparency and fairness duties, and under the EU AI Act some public uses are high-risk. Article 27 requires certain deployers to carry out a fundamental rights impact assessment before using some high-risk systems.
Literacy therefore has to produce explanations, not just good decisions. An official who made the right call but cannot say how the agent contributed has only done half the job.
What does literacy mean for each group?
- Caseworkers read the agent's draft, check which facts were sealed by the body's own records and which were declared by the applicant, and own the decision. They explain it in plain words.
- Frontline and contact staff know what the agent may answer at its current depth, when it hands over, and how to tell a citizen that a person will decide.
- Procurement and commercial staff know what to ask a supplier: how an agent's depth is set, how it is certified on the body's own cases, how it expires, and what the record keeps.
- Information rights officers can retrieve a decision from the append-only record and explain the logic involved when a citizen asks about automated processing.
- Senior responsible owners know what has been delegated, at which depth, and until when.
What are the core concepts?
| Concept | Why it matters in public service |
|---|---|
| Depth (1 read, 2 draft, 3 routine within bounds, 4 money or hard-to-undo, 5 coordinating) | Decisions affecting rights stay at drafting depth with an official deciding |
| The four verdicts | A refusal or hold must be explainable to the citizen affected |
| Provenance | Declared applicant evidence and external documents carry less weight than the body's sealed records |
| Expiry | Agent certificates lapse after 90 days; a run that clears no depth drops the agent to depth 1 the same day |
| The record | Every verdict is filed append-only, so any case can be reconstructed for an appeal or audit |
Why should competence be visible to the public?
Citizens are asked to trust decisions they did not see being made. A public register makes certification mean something: if the officials approving agent-assisted decisions hold credentials that anyone can check, by name, credential and expiry, the body's claim of competent oversight becomes verifiable rather than asserted. Pryme Intelligence Academy maintains such a register for the people it certifies.
Internally, tie approval rights to a current credential so that an expired one removes the right automatically, and the record shows it.
How do public bodies evidence literacy?
Keep a training record per person, per capability, with results and expiry. Join it to the record of agent verdicts and to the impact assessment. Bodies in the EU should read EU AI Act Article 4 AI literacy for the public sector; those in France should also see CNIL expectations for teams using AI agents in France. Lenders face a similar duty to explain decisions that affect people's lives. The full model is in AI literacy and certification for people who work with agents.
Questions people ask
Should procurement teams be trained before an agent is bought?
Yes. Buyers who understand depth, certification and the record write better requirements and can reject suppliers who cannot show how authority is earned and removed.
Can an agent make a decision that affects a citizen's rights?
It can draft one. The decision, its reasons and the accountability should stay with a trained official.
How should a body explain agent use to the public?
Plainly: which services use agents, what they may do, what stays with officials, and how citizens can ask for a decision to be reviewed.