🎯 National AI Levers
Last updated: 2026-05-03. Re-classifying Singapore's Budget 2026 plus all ministry-level AI policies along "AI-injection paths" yields six cross-ministry levers — a clearer view of the whole shape than reading them department by department.
Why classify by lever?
Most analyses treat the state and the enterprise as parallel actors — and miss the nesting relationship. The essence of Singapore's strategy is to treat the entire state as the wrapper layer for enterprise AI-native transformation: the state itself need not become AI-native; it is enough to amplify the speed at which enterprises do.
The six levers map "AI-injection paths" (infrastructure → governance → talent → applications → government self-use → diplomacy). Each lever crosses multiple ministries; chained together, they form the full execution pipeline.
Lever 1 · Infrastructure
Transmitted to enterpriseData + Compute + Physical Infrastructure
Foreign-Capital Compute (EDB)
2024–2028 investment agreement, covering AI skilling and local infrastructure
2024–2028 investment, expanding Singapore cloud infrastructure capacity
NVIDIA has built a multi-institution AI acceleration network in Singapore
APAC HQ based in Singapore, deepening collaboration with AISG
Locally Subsidized Compute
Direct subsidies for enterprises to purchase AI compute
one-north AI Park / Kampong AI
MOF / JTCLaunched in Budget 2026, an AI company cluster zone
Capital Platforms
Launched in 2026, an IPO anchor fund supporting local tech firm listings
Launched in 2026, a development capital pool for emerging industries
Expanded allocation in 2026, drawing private capital into local tech investment
National Data Substrate
HEALIX
MOH / SynapxeA national substrate that makes medical records consumable by AI
A digital mirror for urban planning and operations, paired with ePlanner 3D + Smart Planning Assistant
Expected 30% energy reduction; a national-level smart district template
Homeland Security Compute
MHA's tech agency builds its own supercomputer, supporting police / immigration / security AI
Lever 2 · Governance
Transmitted to enterpriseRules + Sandboxes + Law
General Governance Frameworks (IMDA)
The world's first AI governance testing framework and toolkit
Generative AI evaluation and experimentation environment
Nine dimensions; one of the earliest dedicated GenAI governance frameworks globally
The world's first Agentic AI governance framework
Trusted data sharing framework, with national standard upgraded
Financial Sector Governance 5-Layer Stack (MAS)
Four principles: Fairness / Ethics / Accountability / Transparency
Open-source toolkit for FEAT principles, pushing principles toward operability
Co-built GenAI risk framework for the financial industry
Formal supervisory expectations document constraining bank use of AI
BuildFin.ai
MASLets regulated financial institutions continuously test and report AI risk
Cybersecurity Governance (CSA)
Full-lifecycle security guidelines for AI systems
Security addendum focused on Agentic AI
Cybersecurity certification extended to AI
Legal Governance (MINLAW + IPOS)
Tied with Japan as the world's most permissive copyright stance on AI training
Output-Side Strict-Control Quartet
MINLAW + MHA + MDDIOCHA + Elections Bill 2024 (deepfake ban) + Criminal Law Bill 2025 (criminalizing AI-generated intimate imagery) + Online Safety (Relief and Accountability) Bill 2025
Lever 3 · Talent
Transmitted to enterpriseEducation + Training + Transition
Whole-Population Layer (MDDI)
First cohorts: Accounting (ISCA) + Legal (SAL/SCCA)
Launched in Budget 2026, covering primary and secondary students through seniors
Professional Layer (IMDA + AISG)
Tilts the national skills accelerator toward AI
Industrial-grade AI engineer training
100E Programme
AISGEnterprise × AISG joint AI projects
Education System Layer (MOE + NIE)
AI integration for the national K-12 learning platform
GenAI usage rules at the school level
Writes AI into the next 5 years of education technology planning
Launches AI teaching capacity-building from the teacher side
NUS / NTU / SMU / SUTD AI Curriculum Reform
Higher EducationAI curriculum upgrade across all levels from undergrad to EMBA
Fiscal Subsidy Layer (SSG + WSG)
105K+ enrolled in 1,600+ AI courses (2025)
Mid-Career Retraining Layer (MOM)
Job Redesign+
MOM / WSGPolicy framework that converts "layoffs" into "job redesign"
Career Conversion Programme (CCP)
MOM / WSGHelps PMETs transition into AI-related roles
Enterprise-level workforce AI transformation support
Lever 4 · Applications
Transmitted to enterpriseIndustry + Public Service Deployment
Industry Flagships (MTI)
Focused on industry-level AI application breakthroughs
AI centres of excellence linking industry, academia and research
Research Flagships (A*STAR)
Frontier AI research centre
Regional LLM Flagships (AISG)
Enterprise Diffusion (IMDA + ESG)
NAIIP — National AI Impact Programme
IMDA + ESGNational-level enterprise AI diffusion programme
Champions of AI
IMDA + ESGAI transformation programme for flagship industry leaders
Productivity Solutions Grant AI category subsidy rate raised
Healthcare (MOH + Synapxe)
Generative AI helps doctors write clinical notes
3-year risk prediction for diabetes / hyperlipidemia
Cardiovascular imaging AI
Transport (MOT + LTA + PSA + CAG)
First batch of commercialized autonomous public transit
one-North autonomous-driving test area
A port built on AI + automation + predictive analytics
Benchmark for airport AI governance certification
Construction & City (MND + HDB + BCA + URA + JTC)
End-to-end digitalization from design to operations & maintenance
Environment & Water (MSE + NEA + PUB)
AI predicts high-risk outbreak zones
Nationwide real-time drainage monitoring centre
Lever 5 · Government Self-Use
State-directProcurement / Leading by Example
Civil Government (GovTech)
AI work assistant for the entire civil service
AI Trailblazers 1.0 + 2.0
GovTechScaling successful GenAI use cases from pilot to production
Litmus + Sentinel
GovTechSafety and protection platform for government AI deployments
Agentic AI inside an air-gapped environment
Defence (MINDEF + DSTA + DSO + DIS)
Reorganized in 2025 into DCCOM + SAFC4DC — writing AI into the structure of the service branch itself
Military AI curriculum and project collaboration
Autonomous drones, AI Co-Lab, Lattice manned-unmanned teaming
AI-assisted naval ship identification
Defence GenAI toolchain
GenAI projects for defence scenarios
Homeland Security (HTX + SPF + ICA)
National R&D centre for humanoid robotics
Plugged into the commercial cloud + AI ecosystem
Scam detection and automated response
Real-time video analysis and automated response
Multi-modal biometrics at the border
Lever 6 · Diplomacy
State-directInternational Governance + Foreign Capital + Standard-Setting
Global Frameworks Initiated by Singapore
ISO/IEC 42119-8 Generative AI Testing Standard
IMDA / Enterprise SingaporeWorld's first proposed international standard for testing generative AI; benchmarking + red teaming
Frontier AI safety research + coordinating centre for the Singapore Consensus
Singapore Consensus on AI Safety
IMDA / AISIRare in bringing both the US and China into a single AI safety document
Global AI safety scientific exchange convened alongside ICLR
Standardizes global red-teaming evaluation methods
ASEAN Region
Singapore serves as secretariat
ASEAN Guide on AI Governance and Ethics
ASEAN Digital Ministers / IMDABased on Singapore's Model AI Governance Framework
ASEAN Hanoi Declaration 2026
ASEAN Digital MinistersDeepening cooperation among regional digital ministers
Bilateral Cooperation
Smart Cities Programme + Digital Economic Cooperation Roadmap
Bilateral agreement on AI technology and governance
Military / Security
REAIM Asia Regional Consultations
MFA / MINDEFExtending the REAIM dialogue to Asia
"Blueprint for Action" — the first operational multilateral document on military AI governance
Sustained voice across all three AI safety summits
United Nations + Global
UN-level AI governance dialogue and scientific panel
AI Singapore × UNDP Global AI Literacy
AISG / UNDPExporting Singapore's AI education model to developing countries
Key Observation: 6 Levers → 7 Transmission Channels
Re-slicing the 6 levers by "which enterprise bottleneck they solve" yields 7 transmission channels: 1. Pull (capital returns) → Lever 1 (ECI, PSG) + Lever 2 (sandboxes that make risk measurable) 2. Push (forward pressure) → Lever 4 (NAIIP 10K + Champions of AI) 3. Talent (talent pool) → Lever 3 (AI Bilingual 100K + AIAP + university curriculum reform) 4. Infra (compute substrate) → Lever 1 (EDB hyperscaler attraction + ECI + one-north) 5. Trust (deployment boundary) → Lever 2 (IMDA + MAS + CSA + MINLAW) 6. Procurement (leading by example) → Lever 5 (GovTech + DIS + HTX) 7. International (foreign capital + governance HQ) → Lever 6 (AISI + Singapore Consensus + ASEAN) Of the 7, only #6 (Government Self-Use) and #7 (Diplomacy) are done directly by the state — the other 5 are levers the state uses to transmit through to enterprises. This is the structural evidence for the thesis: "the state cannot be AI-native on its own; it must transmit through to enterprises."