AIR APAC helps organisations in Asia Pacific make better decisions with AI, design better processes, and prepare the information AI needs to work reliably. People, process and data: the three things that decide whether AI improves the work.
AI can produce an answer in seconds. Better work needs people who judge that answer, processes with clear checks, and information that is reliable. Technology alone does not provide these.
Train your teams to question AI, check its answers and make decisions they can defend. They practise on StepSim (built by Exeter Labs), and a public Standard sets out how judgment is assessed.
Decide what AI does, what people must check, who approves important actions, and who can stop an AI agent when something goes wrong.
No data, no AI. Find the missing records, conflicting information and unclear ownership that can turn a convincing AI answer into a costly mistake.
Start with one team, one process or one use of AI. We help you find the gaps and decide what to fix first.
An AI tool recommends which supplier should win a contract.
A manager tests the recommendation, asks what it left out, and owns the final decision.
The process says who checks the ranking, who approves the award, and when the decision goes to a more senior person.
The ranking rests on current prices, delivery records and the conditions in each contract.
All three are needed. Good judgment cannot make up for missing records, and good data does not remove the need for a person to approve the decision.
Using AI is not the achievement. Better work is.
Meridian Supplies is a fictional distributor with 38 staff. KessidAI, its AI assistant, is connected to the accounting and stock systems. The owner asked it whether to buy a reporting tool. Read its answer, then choose.
Your five office staff spend about 200 hours a month preparing recurring reports. ReportFlow AI can automate an estimated 60% of that work, about 120 hours a month.
Recommend approval this week so that the first automated reports run next month.
What would you do?
Any of the three actions can be a sound decision. The difference is what you checked before you chose.
The free one-hour session works through this case with your managers, at your event or company meeting. Meridian Supplies, KessidAI and ReportFlow AI are fictional. The figures are the case figures, not a price or a result.
Each edition starts with a simulated decision made your usual way and ends with a new case of the same kind, so the group sees how its checking changed. The cases are written for your sector. Managers practise on StepSim, with AI advice they must check.
You will know how your managers decided with AI in the room, what their checks missed, and what each person will practise next.
From Answers to Decisions runs as a half day, one day or two days. Other team programmes run up to five days. Programmes are led by an AIR Academy presenter, or by a partner presenter trained and approved by AIR Academy.
Each review ends with written findings and a list of what to fix first. We start with a free scoping call, then quote a fixed fee.
We map which decisions AI now shapes in one function, watch your managers decide in a simulation, and give you a written report and a training plan.
We map how the work is done today, design how it should work with AI, test the design against cases where the AI is wrong, and give you a plan.
We check each source with the people who own it and give you a findings table, test questions and a list of fixes in order of priority.
Would your team rather do the work itself? Ask about a Process readiness briefing or a Data readiness briefing: we teach the method and your team applies it.
Four steps, from finding the gap to checking that the work improved.
For HR and learning leaders, step 4 is where value is measured. Before training, agree what will show that your managers’ decisions have changed. Then check it at work on a set date. Hours saved by AI are only part of the value.
Other ways in: host the free one-hour session at an event or company meeting, or, if you are a training company, deliver AIR Academy programmes to your own clients.
AIRS-J/1 certification assesses judgment in a separate sitting on StepSim, not by attending a course. Published rules turn the record of what each person checked and decided into a result. Those who meet the rules hold a credential valid for two years. Anyone can check it free, by code, on the public register.
The assessment programme is new. What a result can and cannot claim today is published, check by check, on the validation page.
AIRS-J/1, version 2.3, sets out the nine skills, the assessment criteria and the scoring rules. Anyone can read them.
The named Review Board reviews every major version before release. The External Academic Reviewer, Prof. Mudiarasan Kuppusamy of UNITAR International University, is named in the Standard. An appeal goes to a Board member who had no part in the original decision.
Short missions in which AI tools give advice and you decide what to do. Published rules score your actions. No AI model grades your work.
In October 2026 each participating member city of the Tourism Promotion Organization for Global Cities (TPO) received its own written report on how AI assistants describe it to travellers.
The AI Readiness Index reads the public record of 5,820 organisations in 23 markets and six sectors, and publishes the 1,000 with the strongest public evidence. It is free to read, and no organisation can pay to be included.
The Index records what organisations publish about their AI work. It does not measure any organisation's people, processes or data, and nothing bought from AIR APAC changes it.
We never sell services to an organisation we are currently measuring. StepSim is an AIR APAC initiative, built and operated by Exeter Labs. The owner of AIR APAC also owns Exeter Labs. Read the rules that keep research and training separate.
The annual AI Readiness Index
