Knowing which people decisions must never leave a person's hands is the skill that matters most for an HR adviser working with an agent. Then: checking that the agent quoted the current policy, protecting sensitive employee data, reviewing drafted letters for fairness and accuracy, explaining refusals to managers, and recording corrections.
What does an HR adviser's work look like with an agent?
HR advisers answer managers' and employees' questions on policy, guide managers through absence, performance, grievance and disciplinary processes, draft letters and keep case records. Much of that is answering the same questions from the same handbook. An agent does that well at depth 1 and 2: it reads the policy library and drafts the answer or the letter for a person to send.
What changes is that the adviser stops writing first drafts and starts deciding: whether the draft is right, whether the case needs a person, and whether anything is being decided that should not be.
Which skills matter most, ranked?
- Keeping people decisions human. Under GDPR Article 22, people have rights in relation to decisions based solely on automated processing that have legal or similarly significant effects. Dismissal, disciplinary outcomes, pay and promotion are clear examples. The adviser must spot when an agent's output is being used as the decision rather than as input to one.
- Checking the policy version. The policy library is sealed: issued by the system of record. A manager's summary of "how we usually do it" is declared. An adviser must check the draft rests on the current, sealed policy, especially after a handbook update.
- Protecting sensitive data. Sickness absence, health conditions, grievances and investigations involve special-category or highly confidential data. The adviser must know what the agent's role scope allows it to read and refuse anything that widens it.
- Reviewing drafted letters. An invitation to a disciplinary hearing must state the allegation, the right to be accompanied and the possible outcome. The agent drafts at depth 2; the adviser checks every element and the tone.
- Explaining refusals. When the agent refuses a manager's request, such as drafting a dismissal letter before a hearing, the adviser explains why and what the right process is.
- Recording corrections. A note on each edited draft improves the next one.
What does the agent do, and what stays with the HR adviser?
| Task | The agent | The HR adviser |
|---|---|---|
| Policy questions | Answers from the sealed library at depth 1 | Handles anything ambiguous or sensitive |
| Process letters | Drafts at depth 2 | Reviews, edits, sends |
| Absence tracking | Flags trigger points | Decides on next steps with the manager |
| Case notes | Summarises meetings | Owns the case record and the outcome |
| Outcomes | Refused | Decided by people |
What does the first skill look like in a case?
Take a hospital trust's HR team. A ward manager asks the agent which nurses on her team have hit the absence trigger and asks it to draft formal warning letters for each. The agent lists the staff who have met the trigger, drafts invitations to a first absence review meeting, and refuses to draft warnings: the policy requires a meeting before any outcome.
The HR adviser picks up the case. One nurse's absences relate to a disclosed disability, which the policy treats separately. The adviser removes her from the list, advises the manager on reasonable adjustments, and approves the remaining invitations. The outcome of each review will be decided by the manager with the adviser, not by the trigger.
Healthcare HR teams face specific rules; see HR adviser training in healthcare in Ireland and in the Netherlands. Other adviser roles rank skills differently, as in skills for wealth advisers.
How should HR teams build these skills?
Run a short exercise on real, anonymised cases: give advisers ten agent drafts and ask which ones would become a decision about a person if sent unchanged. Repeat after each policy update. The argument for HR as the true control sits in why HR advisers are the real control, and the wider map in AI agent skills by role.
Where the Academy fits
At Pryme Intelligence Academy, the Foundations track covers ownership, data and trust in about four hours, which suits every HR adviser. Advisers who review agent drafts every day can take the Operator track, whose module tests are set in the learner's own industry and role. Lessons can be listened to as audio, which helps advisers who spend the day in meetings.
Questions people ask
Can the agent screen job applications?
It can organise and summarise them. Shortlisting and rejection are decisions about people with significant effects, so they stay with a person who reviews the evidence.
Should employees know when HR uses an agent?
Yes. Tell employees when they are interacting with an AI system and explain how their data is used. It is a legal requirement in many places and builds trust.
What if a manager uses the agent's draft as the final decision?
Treat it as a process failure. Revisit the case with the manager, and consider whether the agent should hold that type of draft for adviser review.