Insights

AIR APAC research, briefings, and findings.

Independent, vendor-neutral research on AI readiness across Asia Pacific. Behavioural-signal methodology, evidence-based findings, and a structured publication cadence for governments, boards, and the partners who advise them.

Featured

Asymmetric Visibility: the structural readiness problem.

The foundational findings report. 510 companies across five APAC markets and six sectors, organised around the structural problem at the core of the regional dataset: information opacity is the first-order readiness problem. APAC organisations are being described and ranked by AI systems before their own signal catches up.

Confidence pyramid: 70% of APAC mid-market companies cannot be assessed with confidence

Download the findings report (PDF)Download the white paper (PDF)

Read the methodology · Explore the current Pulse (Q2 2026)

Publication cadence

A structured rhythm of evidence.

Monthly

Brief

Two to three pages. One signal, one visual, one policy implication. Distributed to subscribers and council partners.

Bi-monthly

Feature

Ten to fifteen pages. A thematic deep dive across one of three streams: sector readiness, asymmetric visibility, or governance signals.

Quarterly

Index

The AI Readiness Pulse: full organisation-level scoring across APAC markets, with tier placements and methodology notes.

Annual

Flagship

Longitudinal comparison, sector deep dives, and the governance signals digest. First year-on-year publication in early 2027.

Published

Available now.

Q1 2026 Asymmetric Visibility Findings Report

April 2026. 39 pages, six findings.

Download PDF

Bridging the AI Readiness Gap in Asia Pacific

Inaugural white paper, v2. April 2026. Full methodology, market and sector results, the APAC Data Desert finding.

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Forthcoming

In the pipeline.

The Confidence Floor

Q2 2026 brief. What raises a low-confidence organisation to medium: the lowest-cost interventions, the signal-density threshold, and what visibility buys.

The Index, Year 1

Annual flagship, early 2027. First longitudinal comparison and sector deep dives.

Tourism collaboration, inaugural issue

Urban tourism AI readiness, asymmetric visibility in travel discovery, and AI governance signals for tourism. Co-published with a partner in the Asia Pacific cities tourism network. Working paper status pending sign-off.

Drill into the data

Per-market patterns.

Each Pulse publication is accompanied by per-market patterns. The current Q2 2026 Pulse provides a 21-market overview.

Browse market patterns Read the tiers

How the research assets fit together

The 510, the 1,000, and the 5,000.

The Q1 Index, the Q2 Pulse, the APAC 5000, and the Scorecard are not competing datasets. They are four stages of one programme.

Asset	Period	Dataset	Purpose
Q1 Index	Q1 2026	510 companies	Foundational research and the confidence framework.
Q2 Pulse	Q2 2026	1,000 published from 5,849 candidates	Current public-signal benchmark.
APAC 5000	Forward architecture	Up to 5,000 organisations	Longitudinal regional benchmark.
Scorecard	Live diagnostic	Self-assessment	Organisation-specific readiness profile.

Subscribe to Insights

Quarterly briefings. No vendor content. No hype.

Sector deep dives and the annual flagship, distributed to subscribers and council partners. Evidence and insight only.

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