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 · Managers and teams
From Answers to Decisions: how managers check an AI answer before they act on it
Your managers now get fast, polished answers from AI. This programme teaches them four questions to ask before they act on one. They practise in a decision simulator, using cases written for your sector.
Who should attend
Managers who make or approve decisions using an AI assistant.
Length
Half day, one day or two days.
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
Four habits now put decisions at risk: take the task as given, judge work by how complete it looks, send it when it is done, and follow the recommendation.
AI starts at once on any task. Its output can look complete even when important information is missing. It makes it easy to act alone. A confident recommendation still needs checking. This programme replaces the four old habits with four questions a manager asks before acting on an AI answer.
Outcomes
By the end, participants can
- See what their usual way of deciding misses when AI is in the work, and whether that changes the decision.
- State the real decision behind a request, and what is fixed, before asking for an answer.
- Test the claim an AI answer rests on before acting on it.
- Bring in the people who must agree, and say when AI drafted the work.
- Make a decision they can explain, and say in advance what would change it.
For the sponsor
What your organisation receives
- Half day: a written session report.
- One day: each participant's written change to how they and their team check AI work, with an owner and a date.
- Two days: a follow-up workshop on using the method at work, a report for the sponsor, and a manager review within ten working days.
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.
The programme follows seven steps:
- Decide your usual way in a practice decision on StepSim.
- See what your usual way missed.
- Learn the four questions.
- Practise with an AI tool on fictional case material.
- Play a second mission using the four questions.
- Write one change to how you and your team check AI work.
- Decide again in a new mission of the same kind.
The one-day and two-day editions run all seven steps. The half day runs five of them in about four hours. The two-day edition adds practice labs and a manager review.
| STEP | The question a manager asks before acting |
|---|---|
| Structure | What is the real decision here, and what is fixed? |
| Test | What would show this answer is wrong, and have I checked it? |
| Engage | Who must agree, who must know, and what must I not hand over to AI? |
| Perform | What will I commit to, on what basis, and what would change my mind? |
Compare the half day, the one day, the two days and the certification edition on the programme formats page.
Cases
Five situations a manager will recognise, each written for the programme: an AI answer that looks finished but is wrong; a request aimed at the wrong problem; an answer missing key context; a recommendation followed without thought; and work passed on without saying AI drafted it.
Built on
AIRS-J/1, the AIR APAC Standard for Judgment in AI-Enabled Work. The programme covers all four areas: Structure, Test, Engage and 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. The half day is built for 15 to 30 people. Group size for the longer editions, 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.
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.