Lead facilitator
AIR APAC provides the lead facilitator, who is named in your course proposal. Later deliveries can also be led by your training provider's own facilitator.
Instructor-led workshop for organisations · Business functions
AI in People Decisions: hiring, performance and promotion with AI in the process
AI now screens, ranks and summarises people. This one-day programme teaches managers to test what an AI ranking or summary leaves out, check a process for fairness, and own and explain the decision.
Who should attend
Human resources (HR) leaders, hiring managers and talent teams.
Length
One day.
Delivery
In person, led by a facilitator. Participants practise workplace decisions on StepSim, the AIR APAC decision simulator built by Exeter Labs.
Participants receive
A Record of Completion for each participant who completes the programme. A separate, optional assessment can lead to certification under AIRS-J/1, the AIR APAC Standard for Judgment in AI-Enabled Work. The certification is valid for two years and verified free on a public register.
Run for your group, with case files written for your sector. Dates are agreed in the proposal.
Why this programme
The problem it solves
AI now screens, ranks and summarises people. Decisions about people carry legal, fairness and trust risk. The manager carries that risk, not the AI tool.
Outcomes
By the end, participants can
- State which part of a people decision a person must make.
- Test a ranking or summary for what it leaves out.
- Check whether a hiring or promotion process treats some groups unfairly.
- Tell candidates and staff what they are entitled to know under the rules that apply.
- Own and explain a people decision.
For the sponsor
What your organisation receives
- One day: each participant's written change to how they and their team check AI work, with an owner and a date.
Agenda
How it runs
STEP (Structure, Test, Engage, Perform) is the method every AIR Academy programme teaches. It is four questions a manager asks before acting on an AI answer. The four questions come from AIRS-J/1, the AIR APAC Standard for Judgment in AI-Enabled Work.
One day, on fictional candidate and staff files. Participants test an AI ranking or summary for what it leaves out. They check whether a hiring or promotion process treats some groups unfairly, and practise explaining a people decision they own.
Compare the half day, the one day, the two days and the certification edition on the programme formats page.
Cases
Fictional candidate and staff files written for the programme, with AI screening rankings and summaries to test.
Built on
AIRS-J/1, the AIR APAC Standard for Judgment in AI-Enabled Work. The programme focuses on testing a ranking or summary (Test), telling candidates and staff what they are entitled to know (Engage), and owning the decision (Perform).
Instructors
Who leads your programme
How facilitators are certified
AIR APAC certifies facilitators under section 20.6 of AIRS-J/1. Training providers can send their trainers to the facilitator programme. If your organisation has its own rules for who may train your staff, tell us in the enquiry.
Credentials
What participants receive
| What | What it is | In this programme |
|---|---|---|
| Record of Completion | A record, issued by AIR APAC, of what each person attended and practised. | Included for everyone who completes. |
| AIRS-J/1 certification, Professional track | AIR APAC’s own credential for judgment in AI-enabled work, assessed against a public standard with a published rubric. Anyone can verify it free by code on a public register. Valid for two years. | Optional. Choose the certification edition, and participants take a separate assessment within 30 days of the programme. The proposal sets out the arrangements. |
Questions from buyers
Before you request a proposal
Will our confidential information go into AI tools?
No. The exercises use fictional case files. Where participants work on their own tasks, they use only an AI tool their organisation permits for that information, remove identifying and confidential details first, or use a fictional version instead. Nothing they show in the session is kept or recorded, and it is never used for certification. Your organisation receives these conditions before the programme starts.
Can it be fitted to our sector, our rules and our language?
Cases are set in your sector and under your country’s rules. Tell us which in your request. With your organisation’s written consent, cases can also be based on your own organisation. Programmes run in English. If your group needs another language, name it in your request.
In person or online, and how many people?
The facilitated editions are led in person. Group size, and any live online option, are agreed in the proposal.
How is the price set, and how soon can it run?
Each group receives a quoted price in its proposal. The price depends on the edition, the number of participants, the location, and whether the certification edition is included. No group has completed this programme yet. Case files are written for your sector and your group, and the start date is agreed in the proposal.
How will we know it worked?
Each edition opens with a StepSim Practice mission played the usual way and closes with an unseen mission of the same kind. You see what changed in how your group checks AI work. The written outputs are listed under What your organisation receives. This shows change during the programme, not results at work.
Is AIRS-J/1 certification recognised by a regulator or professional body?
No regulator, university or professional body recognises this credential. ISO/IEC 17024 is a design reference only. AIRS-J/1 certification is issued by AIR APAC under a public standard. See the credentials table.
Can AIRS-J/1 results be used in hiring decisions?
This programme does not cover that use.
What is AIRS-J/1?
AIRS-J/1 is the AIR APAC Standard for Judgment in AI-Enabled Work. It is public, with a published rubric and scoring rules, and a named Review Board governs it. It defines the four areas the programme teaches.
For training providers
Bring this programme to your clients
You keep your client. Training providers own the client relationship and invoice the client directly. AIR APAC supplies the programme design, case files written for your client’s sector, StepSim Practice missions and, for your first delivery, the lead facilitator. You agree the fit to your client, the subject expert who co-facilitates, and the commercial terms directly with AIR APAC. Facilitators who want to run StepSim sessions in their own programmes can join the facilitator programme.