You Don’t Need To Be An AI Expert. You Need To Be AI Ready.

Discover your AI readiness with The AIRI Framework — whether you’re building your own skills with the Personal AI Readiness Index (pAIRI) or leading your organisation’s AI adoption with the Organisational AI Readiness Index (oAIRI).

Get your personalised results in minutes — a pillar-by-pillar plan, company-specific insights, and (for leaders) a free team group for up to 25 people. The AI Ready For Everyone (AIRE) course (coming soon) then turns that plan into lessons matched to your level, role, and industry.

Take pAIRI Take oAIRI Start AIRE

15-20 minutes each · Completely free · Personalised results

THE AIRI FRAMEWORK

Five Pillars. Two Lenses.

The same architecture measures individual and organisational readiness. One framework — scored through whichever lens matches your role.

Personal AI Readiness Index(pAIRI)

Organisational AI Readiness Index(oAIRI)

WHERE ARE YOU TODAY?

Five Maturity Levels

pAIRI measures where you are. AIRE gets you to L2. Both use the same scale.

L0

AI Unaware

Haven’t explored AI

L1

AI Aware

Tried AI a few times

L2

AI Ready

Use AI weekly, save 2-4 hours, verify outputs

L3

AI Competent

Redesigned role, mentor others

L4

AI Catalyst

Design AI process others follow

assess your readiness

Two Assessments. One Framework.

Both use the same five-pillar AIRI framework. Pick the one that fits where you are — or take both.

For Individuals

pAIRI

Personal AI Readiness Index

Discover your personal AI readiness across five pillars – for working professionals across all disciplines. Unlocks the AI Ready For Everyone (AIRE) course personalised to your role, industry, and AI readiness level.

15 questions · ~20 min · Free · Scores auto-update as you learn

Take pAIRI
For Leaders

oAIRI

Organisational AI Readiness Index

Assess your organisation’s AI readiness across five-pillars — for leaders, directors, and department heads. Provides insights, guidance and AI use cases for your team and organisation specific to your industry. Add your company website for organisation-specific recommendations, and unlock a free team group once you’ve also completed pAIRI.

15 questions · 15–20 min · Free · Re-assess to track progress

Take oAIRI
WHAT YOUR SCORE UNLOCKS

Your Assessment Is Just the Start

Finish pAIRI or oAIRI and you get more than a score — a personalised plan, company-specific insights, and a way. to bring your team along. All free.

DASHBOARD

Personalised Action Plan

Your radar across all five pillars plus written recommendations tailored to your scores — what to focus on and the next steps to AI Ready (L2). Leaders get the same for oAIRI: where your organisation stands across the five pillars, with AI use cases for your industry.

Company analysis

Insights and AI Use Cases

Add your company’s website and we analyse its public web presence to surface AI opportunities specific to your organisation – grounded in real evidence based on extensive industry research done across 25 industries, not guesswork. Free.

FOR TEAMS · FREE TO 25

Bring Your Team

Complete both pAIRI and oAIRI to unlock a free team group — invite up to 25 people, give each their own personalised AIRE path, and follow your team’s progress in one place. No cost. Beyond 25 seats? Talk to us about enterprise.

Get Started For Teams and Enterprises
Free Course – Grounded in real deployment

AI Ready For Everyone

A 21-day sprint to AI readiness. No programming. No prior AI experience needed.

AI Ready For Everyone (AIRE) takes you from wherever you are today to AI Ready at Level 2 (L2) on the AIRI Framework — in 21 days, 30 minutes a day. No programming. No prior AI experience needed.

You start by measuring where you are — your pAIRI score across five pillars of AI readiness. We then combine that score with your industry and functional role to build a personalised learning path: lessons, case studies, and examples that actually match your context. No generic AI 101. No one-size-fits-all. A marketing manager in retail learns AI through retail marketing examples. An operations lead in manufacturing learns through manufacturing operations cases. Each lesson is a short narrated video (3–6 minutes) followed by a hands-on exercise, personalised to your industry and role.

The same framework, the same rigour — tailored to you. Every number below reflects real deployment across Singapore and beyond.

1000+

organisations engaged across every sector

300+

AI projects scoped, built and deployed

300,000+

students and professionals trained

6,450

personalised lesson snippets across industries and roles

48

LESSONS

21

DAY SPRINT

30

MINS / DAY

5

Pillars

WHAT YOU GET

Your Course. Your Proof. Your Community.

Three parts to becoming AI Ready — a course personalised to your role and industry, a hands-on submission that proves it, and a community working through the same material.

Foundation

AI Ready for Everyone

Your starting point for AI literacy. Modules covering the fundamentals of AI including GenAI and AI Agents — each one adapted to your maturity level, industry, and role. Not a generic course. Your course.

Try-It

AI Ready Submission

Throughout AIRE you run hands-on Try-Its on your own work — and your AIRI Mentor logs the evidence as you go. At the end, you assemble your strongest pieces, show the tool, the prompt and the result, and submit. An AI evaluator scores it against seven criteria for your role and industry, — so you finish with proof you’re AI Ready, not just a certificate.

Community

Learn With Practitioners

A community of professionals working through the same material in their own industries. Share approaches, compare notes across sectors, and get answers from people who are applying AI at work — not just studying it.

WHAT MAKES THIS DIFFERENT

Expert-Crafted Content. AI-Enhanced Personalisation.

Every course starts with a curriculum designed by Laurence Liew, drawing on 8+ years of AI adoption experience across 1,000+ organisations. The core AIRI-driven lesson framework, structure, and teaching methodology are built and reviewed by hand.

AI then adapts this foundation to your specific context based on your role and industry you are in — generating tailored examples, industry scenarios, and role-specific applications so the content speaks directly to your work.

Personalised Lesson Snippets

6,450 lesson snippets and examples from 25 industries × 6 roles across the AIRE lessons. Each grounded in the same expert-designed curriculum. pAIRI drives your lessons in AIRE.

  • AI use cases from your industry
  • Content at your AIRI level
  • Try-It exercises tailored to your role and industry

Personalisation is how we make aiready.sg powered by the AIRI Framework work for everyone — from finance managers in F&B to operations directors in manufacturing. The framework stays the same; the personalised lesson and assignments are yours.

Personalisation Matrix
What You Will Learn

48 Lessons Across 5 Pillars

Each lesson: narrated video + hands-on exercise. ~30 min/day. Adaptive skip shortens your sprint if your pAIRI score is already L1+.

16

P1: Mindset

Welcome and orientation (mandatory). The future of work — skills, not staff. What AI actually is. How it learns — the Hokkien Mee analogy. Core techniques: regression, classification, clustering, generative AI, computer vision. Then the mindset shift — positioning your role, building AI habits, moving from consumer to practitioner, innovation experiments.

6

P2: Ethics & Responsibility

AI limitations, hallucinations, and bias. Responsible use at work. Data privacy and confidentiality. Trust but verify. Risk assessment for your tasks. Ethical delegation to AI agents.

6

P3: Value Creation

Where AI fits in your work. Your first AI-assisted workflow. Measuring impact. AI-powered communication. Building your productivity system. From hours saved to workflow transformed.

5

P4: Data Literacy

Data is everywhere — documents, emails, spreadsheets. Good vs bad data. Preparing your information for AI. AI-powered analysis without coding. Document synthesis and data-driven decisions.

12

P5: Tools & Technical Skills

The AI tool landscape. Prompting as a professional skill. Specification thinking. Building your first agent. Deep research. Visual creation. Delegation thinking. Agentic workflows. Advanced agents with guardrails. Evaluating tools. Orchestrating AI in your daily work.

1

AI Ready Submission

Assemble the evidence from your Try-Its and submit. An AI evaluator scores it against seven criteria tied to your role and industry.

2

Bonus Paths

Bonus lessons outline the paths to L3 (AI Competent) and L4 (AI Catalyst).

FAQ

Common Questions

The essentials before you start. See all FAQs ->

Yes — genuinely free, and there’s no catch.

Every individual gets: Personal AI Readiness Index (pAIRI), Organisational AI Readiness Index (oAIRI) assessments, the complete AIRI Framework, the full AI Ready For Everyone (AIRE) course, and your AI Ready submission evaluation and certification. No credit card, no government subsidies to apply for, nothing locked behind a paywall.

Teams are free too, up to 25 members. Create a team, invite your colleagues, and run the whole programme together at no cost.

The fact is, this isn’t a company with a marketing budget behind it — aiready.sg is my own effort, and I fund it out of my own pocket. Not AI Singapore, and not a single government grant. I built it because AI readiness and literacy shouldn’t depend on whether your employer can afford to pay for it.

What does cost real money is scale. Every assessment, every lesson video, and every company analysis runs on AI models, voice generation, and infrastructure that I pay for by usage. For individuals and small teams, I’m glad to carry that. Past 25 seats — or when you need an enterprise deployment, custom roles, or your own industry tracks — those costs climb quickly, and that’s where I’ll ask you to cover them.

So if you need more than 25 seats, or something tailored to your organisation, contact me and we’ll work out a fair figure to cover the operating costs. No sales pitch — just what it takes to keep this running and sustainable.

Yes, and I’d welcome the conversation.

aiready.sg exists to make AI readiness and literacy something everyone can reach — regardless of who they work for, or whether they can pay. I fund the day-to-day myself, and I’m glad to keep doing that for individuals and small teams. But the mission is bigger than one person’s pocket.

If you’re a philanthropic foundation, or an organisation with a CSR or community-giving budget, your support can do what I can’t do alone: keep this free for far more people, extend it into more industries and roles, and reach the communities that need AI literacy most but are least likely to be handed it at work.

This isn’t sponsorship for a logo on a banner. It’s backing a public good — practical AI readiness and literacy to an AI Ready level, based on the AIRI Framework, given away to anyone who wants to learn. If that’s the kind of work your foundation or giving programme exists to support, contact me and let’s talk about what we could do together.

pAIRI (Personal AI Readiness Index) assesses your own AI readiness across five pillars. It’s for professionals of any role. Results unlock AIRE (AI Ready For Everyone) — the single AIRE course, personalised to your level, role, and industry; scores auto-update as you complete lessons.

oAIRI (Organisational AI Readiness Index) assesses your organisation’s AI readiness — for leaders, directors, and department heads. You re-assess periodically to track your organisation’s progress.

Both use the same five-pillar framework. Neither is a prerequisite for the other — take whichever applies to your context, or both if you’re a leader building personal skills alongside organisational strategy.

There is only one course – AI Ready for Everyone (AIRE) – that covers the 5 pillars of the AIRI Framework across the 5 levels of readiness: AI Unaware -> AI Aware -> AI Ready -> AI Competent -> AI Catalyst.

AIRE brings the learner to the AI Ready level. AI Competent and AI Catalyst will be provided as a set of guides and best practices as testing and measurements at this level is outside the scope of a learning management system like aiready.sg.

After pAIRI, AIRE courses start you at the right level per pillar. Score L2 on Mindset but L0 on Data Literacy? You start at different points. Lessons below your level are auto-completed. Industry and role shape examples throughout.

No. pAIRI is a prerequisite and is baked into the sign-up process. You can only start AIRE with pAIRI completed.

No. They’re independent assessments for different audiences. pAIRI is part of the sign-up process. You can take oAIRI anytime.

Completely. It’s designed as a 21-day sprint at about 30 minutes a day, but there are no deadlines and no cohorts — go at your own pace.

Yes. Once you’ve completed both pAIRI and oAIRI, you can create a free team group for up to 25 people. Create your team →