WHY AI READINESS NOW

AI Projects Don’t Fail Because of the Tech

They fail because the people, process, and governance aren’t ready. Across 1,000+ organisations we’ve engaged through AI Singapore’s 100E programme since 2017, the pattern is consistent — and measurable.

~60%

of qualified enterprise AI engagements never made it to project start — the organisation couldn’t mobilise leadership, data, or teams on their own side. The readiness gap, made visible.

87%

of project failures come from organisation-side dropout — not AI Singapore’s rejection, not technical infeasibility. The bottleneck isn’t AI. It’s organisational readiness.

4x

the industry norm for deployment rate on the projects AI Singapore do take on — because we gate hard on readiness before a single line of code is written.

Source: AI Singapore 100E programme pipeline data, 2017–2026. Industry deployment rate benchmark: Gartner, 2024.

The AIRI Framework makes readiness readable, measurable, and improvable — so you can see where the gaps are before they become project failures.

What You Get

Enterprise Capabilities

Workforce Assessment at Scale

Deploy pAIRI to every staff member. Aggregate readiness by teams. Identify capability gaps before they become project risks.

Organisational Benchmark

oAIRI delivers a comprehensive view of your organisation’s AI readiness across all five pillars. Re-assess to track progress over time against a stable baseline.

Personalised Learning at Scale

Every employee gets AI Ready For Everyone (AIRE) lessons matched to their readiness level, functional role, and industry. Managed cohorts, reporting, completion tracking.

Free Team Groups & Console

Create free team groups for up to 25 people — no licences. Each colleague gets their own pAIRI profile and personalised AIRE path; you get a team console for engagement, plus an aggregated readiness view (unlocks at 5 members, never individual scores).

How To Get Started

Two Paths, One Framework

Start with pAIRI (personal) and then oAIRI (organisational) to measure your AI readiness, and then progress through AI Ready For Everyone (AIRE). All free. Company specific customisation — contact us.

free · individuals · SMEs

Self-Serve

For individuals and SMEs registered in Singapore

Take pAIRI and then complete AI Ready For Everyone course — with learning mapped to your role and industry, and if provided, an in-depth analysis of your company (URL) — to surface relevant AI use cases.

Completed both pAIRI and oAIRI? Create a free team group for up to 25 colleagues — invite your team and track their readiness together.


Eligibility per Enterprise Singapore: annual turnover ≤ S$100M or ≤ 200 employees.

Custom

Bespoke Engagement

For larger Singapore organisations and overseas teams

A tailored oAIRI and pAIRI programme, with learning mapped to your staff roles and customised learning based on public and/or proprietary company data sources — to surface relevant AI use cases, priorities.


Who this is for Singapore organisations above SME thresholds, group-level rollouts, and all overseas engagements

why aiready.sg

Built by the Team That Built Singapore’s AI Ecosystem.


Laurence Liew is Director of AI Innovation at AI Singapore and author of AI-First Nation. aiready.sg is the platform application of the AIRI Framework with curated learning materials— the same framework and same learning materials used in national and enterprise AI readiness programmes.

Every assessment and recommendation traces to a published methodology at airi.foundation.