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AI agent skills by role·Playbook

How to set an approver rule for the student services team

Set an approver rule for the student services team: who approves agent fee refunds, hardship awards and status changes, and which matters go to academics.

Advisers approve the agent's non-routine replies and booking exceptions. Fee refunds go to finance. Hardship awards go to the panel your policy names. Academic matters, such as extensions and mitigating circumstances, are decided by academic staff. Any change to a student's enrolment status needs two people. Wellbeing concerns go straight to a trained adviser. Rights lapse with certificates.

What does a student services approver rule cover, and who owns it?

Student services teams in universities and colleges answer questions about fees, enrolment, accommodation, funding, wellbeing and support. Agents can answer much of this at any hour: deadlines, how to apply, where to go, what documents to bring. Some held actions change a student's money or status, and some messages reveal a student who needs a person urgently. The approver rule names who releases each.

The head of student services owns the rule, agreed with finance, the academic registry and wellbeing. The agent owner configures it. Our guide to AI agent skills by role covers what advisers need to know.

What are the steps?

  1. Head of student services: lists the agent's actions by depth. Depth 1: reads the student record, fee account and published policies. Depth 2: drafts replies to complex queries and letters. Depth 3: answers routine questions from approved content, books appointments, issues standard confirmation letters from the record. Depth 4: refunds fees, awards hardship funds, changes enrolment status such as suspension or withdrawal.
  2. Head of student services: assigns complex replies and booking exceptions to advisers.
  3. Head of student services: routes fee refunds to finance, with an adviser confirming the student's request.
  4. Head of student services: routes hardship awards to the panel your policy names; the agent prepares the application summary.
  5. Head of student services: routes academic matters to academic staff. The agent can collect evidence; it does not decide.
  6. Head of student services: requires two approvers for status changes, because they can affect funding, accommodation and, for some students, immigration.
  7. Head of student services: ties each role to a current certificate. Agent owner configures and files.
Step The agent does Depth Stays with a person
Routine question Answers from approved content 3 Nothing
Complex query Drafts reply 2 Adviser sends
Fee refund Prepares and holds 4 Finance
Hardship award Summarises application 2 Panel decides
Extension request Collects evidence 1 Academic staff decide
Status change Prepares and holds 4 Two approvers
Wellbeing concern Stops and routes 1 Trained adviser at once

Why does a change of status need two approvers?

Suspending or withdrawing a student looks administrative. In practice it can stop student funding, end an accommodation contract and, for international students, trigger reporting duties that affect their right to remain. A wrong change is hard to undo once those consequences start.

So the agent prepares the change with the student's own request or the reason for it, and the effects it will have. One adviser confirms the request is genuine and that the student understands the effects. A second person, usually in the academic registry, checks the policy basis and releases it. A request to withdraw sent from an unfamiliar email address is external and is verified with the student before anything happens.

Wellbeing is the other line. A student who writes about distress, self-harm or crisis must not get a templated answer and a queue position. The agent stops, gives the approved urgent support information, and routes the message to a trained adviser at once.

Which controls make the rule work, and what evidence do they leave?

Two approvers on status changes. Evidence: both names on each change, as in the approver authority matrix for the student services team.

Academic decisions outside the agent. Evidence: refused verdicts when asked to decide extensions or mitigating circumstances.

Wellbeing routing. Evidence: time from flagged message to adviser contact.

Refunds by finance. Evidence: finance approver on each refund.

Rights lapse with certificates. Evidence: certificate status on each approval date.

What should you measure?

  • Time from wellbeing flag to human contact.
  • Status changes reversed.
  • Routine queries answered at depth 3, and complaints about them.
  • Out-of-hours queries answered, which is where agents help students most.
  • Adviser coverage at enrolment and exam periods, using the competency matrix for the student services team.

Where does it usually go wrong?

Approved content goes stale. Deadlines and fees change each year. Keep content under an owner with a review date, and have the agent refuse to quote any content past its review date until the owner confirms it.

Hardship summaries lose the student's voice. The agent's summary is tidy; the panel stops reading the original application. Panels should see the student's own words alongside the summary, because tone and context often decide hardship cases.

Refunds follow the wrong policy. Fee rules differ between home and international students, between programmes and between points in the year. If the agent prepares a refund under the wrong rule and finance approves it on trust, the error repeats. Finance approvers should see which policy the agent applied and its provenance in the policy library.

Advisers feel sidelined. The agent answers the easy questions; advisers get the hard ones. That is a better use of their time, as whether AI agents will replace student services teams argues.

Rules are borrowed from other services. Compare the approver rule for the patient services team for its handling of urgent concerns, and the approver rule for the procurement team for verification of payees.

Questions people ask

Can the agent grant short extensions automatically?

Extensions are academic decisions under your regulations. Some institutions allow short automatic extensions by policy; if yours does, the policy is the decision and the agent applies it within bounds.

Should the agent see wellbeing notes?

Usually not. Scope it to the record it needs for admin questions, and route anything about wellbeing to advisers who can see the notes.

Who approves refunds for students who withdraw?

Finance, under your refund policy, after the status change has been approved by two people. The agent can tell the student what to expect and when.

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