Yes for any caseworker whose approval changes someone's support, entitlement or case status. The AI agent may gather evidence and draft the decision, but the caseworker must be able to tell when that draft rests on weak or conflicting sources. A current certificate, earned on real casework decisions, is how a service shows its caseworkers can.
Why does casework need a higher bar?
Casework decisions affect people's lives directly: housing, support, care, safeguarding. Public bodies carry additional duties of transparency and fairness, and under the EU AI Act some public uses of AI are classed as high-risk. Under GDPR Article 22, people are protected against significant decisions based solely on automated processing.
So the decision must sit with a person, and that person must be competent to make it with an agent's help. A caseworker who approves a reduction without noticing the agent used an old declared income figure has not exercised oversight in any meaningful sense.
What should a caseworker's certificate prove?
| Skill | How it shows up in casework |
|---|---|
| Reading provenance | Knows a payroll record is sealed and a form entry is declared |
| Spotting conflicts | Holds a decision when two sources disagree |
| Recognising adverse decisions | Never approves a reduction or refusal without full review |
| Explaining the decision | Can tell the person why, in plain words |
| Escalating safeguarding | Routes concerns at once, whatever the agent proposed |
| Staying current | Renews as policy and the agent's bounds change |
The fifth row is the red line. A practicum should fail anyone who lets a safeguarding concern pass in an approved draft.
What may the agent do, and what stays with the caseworker?
- The agent may: collect records from the case file and partner systems, check eligibility rules, draft letters and notes, and flag missing evidence.
- The agent holds: every adverse decision, every case with conflicting sources, and any mention of risk to a person.
- The caseworker keeps: the decision, the explanation to the person, and safeguarding.
An example: a housing team introducing approval rights
Take a local authority housing team of 20 caseworkers. An agent drafts homelessness assessments and support plans. The service decides that only caseworkers with a current certificate may approve adverse decisions; others may approve positive decisions under supervision and route adverse ones on.
In the first month, one uncertified caseworker routes an adverse draft to a certified colleague. The colleague notices that the agent relied on a declared statement from a landlord rather than the signed notice in the file, which gives a different date. The decision changes. The record shows the routing, the source conflict and the corrected decision. The rule did its job. It also gave the uncertified caseworker a worked lesson in reading provenance, which is the habit their own practicum will now build on before they approve adverse decisions alone.
How should a service introduce this?
- Start with adverse decisions. Tie approval of reductions, refusals and closures to a current certificate first.
- Use real cases for practice. A two-week practicum for caseworkers puts new approvers through supervised decisions, recorded in a practicum log template for caseworkers.
- Keep pace with the agent. Agent certificates lapse after 90 days; see how to prepare caseworkers for 90-day recertification.
Related roles are answering the same question; compare whether customer support agents need a certificate and whether paralegals need one. The wider topic is in AI literacy and certification for people who work with agents.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
Questions people ask
Does a social work or professional registration replace the certificate?
No. Registration shows professional competence in casework. The certificate shows competence in reviewing an agent's work. Both matter.
Can a team leader approve on behalf of an uncertified caseworker?
Yes, if the team leader is certified. The record should show the team leader as the approver, not the caseworker.
How do people affected know a person decided?
The decision letter should say a named caseworker made the decision, and the record supports that if it is challenged.