Readiness
79/100Capacity across five enabling pillarsAsia-Pacific · #2 in region
Singapore
AI Readiness Score
Limited coverageiCoverage describes source availability, not statistical certainty.
- Live
- 0/23
- Years
- Not reported
- Fallback
- 100%
SATURDAY, OCT 31, 20262026 EDITION · 17 INDICATORS
VOL. III · 2026 EDITION
The AI Trajectory IndexMenu
Executive summary
Current standing, trajectory, and source coverage.
Readiness and Adoption
Capacity to build AI compared with evidence of AI use today.
Adoption
84/100High AdoptionTrajectory
+4/10PositiveReadiness vs Adoption: Radar
Blue = readiness capacity · Green = active adoption · Each axis pairs the closest dimension from each framework
| Dimension pair | Readiness | Adoption |
|---|---|---|
| Infra / Gov | 17/20 | 19/20 |
| Talent / Demand | 14/20 | 15/20 |
| Governance / Enterprise | 17/20 | 17/20 |
| Investment / Pipeline | 15/20 | 16/20 |
| Economy / Consumer | 16/20 | 17/20 |
Pillar evidence
Scores, supporting evidence, and the exact inputs behind each contribution.
Infrastructure
World-class data centre hub — Singapore hosts the highest density of hyperscale data centres in ASEAN
- Nationwide 5G coverage achieved ahead of schedule; fibre broadband universally available
- National AI computing cluster (ASPIRE) and Singtel infrastructure provide enterprise-grade AI compute
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Fixed broadband subscriptionsFixed broadband subscriptions unavailable; used 6/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 5.1 / 6 pts | Fallback |
| Individuals using the internetIndividuals using the internet unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.5 / 3 pts | Fallback |
| Mobile subscriptionsMobile subscriptions unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.5 / 3 pts | Fallback |
| Access to electricityAccess to electricity unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.5 / 3 pts | Fallback |
| Infrastructure quality baselineInfrastructure quality baseline unavailable; used 5/20 of the static Infrastructure baseline. | Not available | Not reported | AI Trajectory Index | 4.3 / 5 pts | Fallback |
Talent
NUS and NTU rank among Asia's top AI research universities with strong government linkages
- Global talent attraction policy (Tech.Pass) actively recruiting top AI specialists worldwide
- Small domestic talent pool (5.7M population) creates dependency on imported expertise
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Gross tertiary enrolmentGross tertiary enrolment unavailable; used 6/20 of the static Talent baseline. | Not available | Not reported | World Bank Open Data | 4.2 / 6 pts | Fallback |
| Labour productivityLabour productivity unavailable; used 6/20 of the static Talent baseline. | Not available | Not reported | World Bank Open Data | 4.2 / 6 pts | Fallback |
| ResearchersResearchers unavailable; used 2/20 of the static Talent baseline. | Not available | Not reported | OECD Data Explorer | 1.4 / 2 pts | Fallback |
| Global Innovation IndexGlobal Innovation Index unavailable; used 1/20 of the static Talent baseline. | Not available | Not reported | World Intellectual Property Organization | 0.7 / 1 pts | Fallback |
| Talent quality baselineTalent quality baseline unavailable; used 5/20 of the static Talent baseline. | Not available | Not reported | AI Trajectory Index | 3.5 / 5 pts | Fallback |
Governance
AI Verify — world's first AI governance testing framework — positions Singapore as governance innovator
- PDPA (Personal Data Protection Act) provides a clear data governance foundation for AI
- Proactive MAS regulatory sandboxes enable financial AI experimentation with clear guardrails
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Rule of LawRule of Law unavailable; used 5/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 4.3 / 5 pts | Fallback |
| Government EffectivenessGovernment Effectiveness unavailable; used 4/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 3.4 / 4 pts | Fallback |
| Regulatory QualityRegulatory Quality unavailable; used 3/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 2.5 / 3 pts | Fallback |
| National AI strategyNational AI strategy unavailable; used 3/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 2.5 / 3 pts | Fallback |
| AI strategy recencyAI strategy recency unavailable; used 2/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 1.7 / 2 pts | Fallback |
| AI regulation in forceAI regulation in force unavailable; used 1/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 0.8 / 1 pts | Fallback |
| Government AI readinessGovernment AI readiness unavailable; used 2/20 of the static Governance baseline. | Not available | Not reported | Oxford Insights | 1.7 / 2 pts | Fallback |
Investment
Temasek and GIC sovereign wealth funds make major AI-focused investments globally and domestically
- Singapore is the leading ASEAN hub for AI startup fundraising and regional HQ establishment
- Government grants (AI Singapore programme, Enterprise Development Grant) co-fund AI adoption
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| R&D expenditureR&D expenditure unavailable; used 6/20 of the static Investment baseline. | Not available | Not reported | OECD Data Explorer, then World Bank Open Data | 4.5 / 6 pts | Fallback |
| FDI net inflowsFDI net inflows unavailable; used 5/20 of the static Investment baseline. | Not available | Not reported | World Bank Open Data | 3.8 / 5 pts | Fallback |
| Government expenditureGovernment expenditure unavailable; used 3/20 of the static Investment baseline. | Not available | Not reported | IMF DataMapper | 2.3 / 3 pts | Fallback |
| Capital ecosystem baselineCapital ecosystem baseline unavailable; used 6/20 of the static Investment baseline. | Not available | Not reported | AI Trajectory Index | 4.5 / 6 pts | Fallback |
Economic Readiness
Highly digitised economy with AI-ready banking, logistics, and port operations infrastructure
- ASEAN market access through Singapore's trade agreements creates natural AI expansion opportunity
- Smart Nation initiative integrating AI into government services, healthcare, and transport
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| GDP per capita, PPPGDP per capita, PPP unavailable; used 6/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 4.8 / 6 pts | Fallback |
| Private-sector creditPrivate-sector credit unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.4 / 3 pts | Fallback |
| Trade opennessTrade openness unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.4 / 3 pts | Fallback |
| Services value addedServices value added unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.4 / 3 pts | Fallback |
| Market capacity baselineMarket capacity baseline unavailable; used 5/20 of the static Economic Readiness baseline. | Not available | Not reported | AI Trajectory Index | 4.0 / 5 pts | Fallback |
| Government debt modifierGovernment debt modifier unavailable; no score adjustment was applied. | Not available | Not reported | IMF DataMapper | 0.0 / 0 pts | Fallback |
Outlook and policy gaps
Forward direction, constraints, and a structured country brief.
Projected 2028
85/100+6 points from todayTop accelerator
ASEAN AI hub positioning with world-class governance frameworks attracting global investmentTop risk
Small talent pool and population size limits organic scale without continued import of expertiseFive-section brief
Country research brief
Generate a concise review of standing, infrastructure and talent, governance, investment, and economic outlook.
News and supporting tools
Recent signals, comparable economies, and optional analysis controls.
Live AI News Feed
The Guardian · Google News · Updated hourly
Comparable countries
Nearest neighbours across the five readiness pillars.
Analysis toolsWhat-if model, roadmap, AI Q&A, embed, and print controls
AI Development Roadmap
Algorithmic roadmap based on pillar scores · Updated with live data
◉Leadership Phase
Singapore is in the Leadership Phase
Setting global norms and frontier research. Projected score by 2028: 85/100.
2028 Timeline
▶
Now
Score 79
2
2025–26
Contributing to global AI safety standards
3
2026–27
Frontier research output in top 10 globally
4
2028
AI sector generating >2% of GDP
Priority Actions — 3 Weakest Pillars
◈AI Talent
14/20Near
Expand elite research cohorts; partner with top-10 global universities
Mid
Develop specialised AI talent in healthcare, agriculture, and climate sectors
◇Investment & R&D
15/20Near
Anchor a global AI investment hub with special economic zone incentives
Mid
Co-invest with pension funds in frontier AI labs and semiconductor supply chain
⬠Economic Readiness
16/20Near
Leverage high productivity base to fund AI adoption subsidies for SMEs
Mid
Position as regional AI services hub; target $1B+ in AI-related services exports
Roadmap generated algorithmically from pillar scores and World Bank data. Actions are indicative policy priorities, not official government plans.