HR advisers in Australian public sector agencies need training in three things before agents touch their work: reading the depth each agent holds, reviewing held drafts against the enterprise agreement and the merit principle, and correcting the agent so the fix sticks. Decisions on pay, conduct and selection stay with them. The Privacy Act 1988 frames the data side.
What fills an HR adviser's week in an Australian agency?
Most of it is interpretation. A manager asks whether an employee acting in a higher classification for three weeks attracts higher duties allowance, and the answer sits in a clause of the enterprise agreement, a determination and an internal guideline that do not quite agree. A staff member asks about leave without pay for study. A delegate wants to know whether a flexible work request can be refused and what reasons must be given.
The rest is process work that carries legal weight. Advisers support selection panels so that decisions can be shown to rest on merit, run the paperwork for suspected breaches of the code of conduct, coordinate workplace adjustments and return-to-work plans, and answer requests for personal files. Much of this is written for a delegate who signs, which means the adviser's draft is often the real reasoning behind the decision.
What changes when agents arrive?
Agents take the reading and drafting. Each use runs at a depth the agency has proven on its own past cases, not one it switched on.
- Entitlement answers (depth 2). The agent reads the enterprise agreement and guidelines, drafts a reply to the manager and cites the clause. The adviser checks and sends it.
- Higher duties and leave calculations (depth 1). The agent works out the figure and shows its working from payroll records. Nothing is changed in the payroll system.
- Selection report drafting (depth 2). From panel notes and scores, the agent drafts the merit report. The panel chair edits and signs.
- Code of conduct file assembly (depth 1). The agent gathers the allegation, the response and the relevant policy into a chronology. It does not suggest a finding.
- Routine reminders (depth 3). Within bounds the agency sets, the agent sends probation review and mandatory training reminders to managers.
Anything that would change pay, classification or employment status is held for a named person or refused outright. Our piece on whether AI agents will replace HR advisers explains why the role grows rather than disappears.
What must advisers learn, and what stays with them?
The first skill is reading a verdict. An adviser who sees a held draft should know which of the five bounds held it: the agent's role scope, its certificate, its sources, the agency's own limits or the platform guardrails. "Held because the source was declared, not sealed" means the agent was relying on what an employee said about their leave, not on the payroll record. That changes what the adviser checks.
The second is reviewing for fairness, not only accuracy. A draft can quote the right clause and still treat two employees in the same position differently. Our guide on how HR advisers review an AI agent's decisions sets out a review routine that catches both.
The third is correcting well. A fix typed into one reply helps one employee. A correction banked against the source, with the reason, changes what the agent does next time. Advisers should learn how to bank corrections that improve an AI agent rather than quietly editing.
What stays with the adviser: advice to a delegate on a contested matter, anything touching a conduct finding, judgement on reasonable adjustments, and every conversation with an employee who is distressed. The agent does not decide what is fair; it drafts what the documents say.
Which rules in Australia shape oversight and literacy?
Australia has no single AI law. The government has published a voluntary AI safety standard that covers accountability, testing, transparency and human oversight, and central government policy on AI use expects agencies to name accountable officials and say publicly how they use AI. Public bodies also carry transparency and fairness duties beyond those of a private employer, so a decision about a person must be explainable in plain terms.
The Privacy Act 1988 applies to Australian Government agencies, and the OAIC oversees it. Employee files hold health information, family circumstances and conduct history. Advisers need to know which records an agent may read, why, and how a request for access to personal information is handled when an agent drafted part of the file.
Voluntary frameworks help structure the training: the NIST AI Risk Management Framework's Govern, Map, Measure and Manage functions, and ISO/IEC 42001 for agencies that want a certifiable management system.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
What does a 90-day training plan look like?
Days 1 to 30. Every adviser and the HR manager take a foundations course on how governed agents decide. The team picks one use, entitlement answers at depth 2, and agrees which sources count as sealed: the enterprise agreement as published, the payroll system, the policy library.
Days 31 to 60. Two or three advisers who will review daily train as operators and review the agent's drafts in parallel with their own answers. Each disagreement is logged with the bound that applied and the correction banked.
Days 61 to 90. Advisers sit a short internal calibration on ten anonymised cases. The agency decides whether selection report drafting can be proven next, and writes down who may approve held items. A training plan template for HR advisers gives a ready structure.
Where the Academy fits
Pryme Intelligence Academy runs Foundations for the whole HR team and the Operator track for the advisers who review daily. Operator ends in a written exam, 32 of 40 questions to pass, and a two-week practicum on real review decisions signed off by an assessor. Module tests are set in the public sector and the HR role, so the cases look like the ones advisers already handle.
Questions people ask
Can an agent tell an employee they are not entitled to something?
It can draft that reply, but in a public agency it should be held for an adviser. A refusal has to rest on a clause and be explainable if the employee asks for review. The adviser owns that reasoning.
Does a selection panel still need to read every application?
Yes. The agent can summarise and draft the report, but merit decisions must be made by the panel on the evidence. Training should stress that a summary is not an assessment.
Who in HR should be trained first?
The advisers who will review held drafts every day, then the HR manager who signs off the rules. Our explainer on why HR advisers are the real control shows why, and the guide to AI agent skills by role maps what each role needs.