Singapore - National AI Strategy (NAIS 2.0)

Overview

Singapore’s National Artificial Intelligence Strategy 2.0 (NAIS 2.0) was launched on 4 December 2023 with the vision “AI for the Public Good, for Singapore and the World.” The strategy updates Singapore’s 2019 roadmap and sets two central goals — Excellence and Empowerment — to guide national choices over the next 3–5 years. NAIS 2.0 emphasises three systems and ten enablers, and lists 15 priority Actions to scale AI capability, governance and deployment across sectors. Key public resources, projects and platforms are referenced in the strategy, including the national AI hub pages and the published strategy statement. For the official strategy statement and resources see Smart Nation – National AI Strategy and the launch press release at Ministry press release (4 Dec 2023). ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Definitions

NAIS 2.0 uses operational definitions consistent with prior Singapore AI guidance: “AI” refers to software systems that perform tasks that would otherwise require human-like perception, reasoning or learning; “trusted AI” denotes systems designed, developed and deployed with attention to safety, explainability, fairness and resilience; and “peaks of excellence” denotes focused national investments in research, modelling, and infrastructure where Singapore seeks global leadership. The strategy also distinguishes systems-level interventions (infrastructure, data, talent) from project-level pilots. These conceptual clarifications align with resources on the national AI portal and with Singapore’s Model AI Governance Frameworks. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Governance and Institutional Framework

NAIS 2.0 is a whole-of-government strategy coordinated by Smart Nation (Smart Nation Group / Smart Nation and Digital Government Office) in collaboration with sector ministries, statutory boards and agencies. Delivery responsibilities are shared across IMDA (industry, infrastructure, and programme delivery such as the National Multimodal LLM Programme), AI Singapore (research-to-impact coordination and talent programmes), A*STAR (research infrastructure and lab capacity), and other agencies such as the Personal Data Protection Commission (PDPC) for data governance, Ministry of Health for health sector applications, and the Monetary Authority of Singapore for finance-related deployments. Governance under NAIS 2.0 combines policy stewardship, public funding and platform development with voluntary technical toolkits (e.g., AI Verify), cross-agency working groups, and international engagement to align norms. Implementation relies on both national programmes and existing regulatory frameworks; where regulatory action is needed, sector regulators are expected to adapt existing instruments or issue targeted guidance while maintaining a risk-based, proportionate approach. For agency roles and programmatic work see IMDA, AI Singapore, and A*STAR. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Key Focus Areas

NAIS 2.0 articulates cross-cutting focus areas: (1) computing and infrastructure — to expand high-performance computing and set a sustainable carbon budget for data centres; (2) data and privacy — to develop public datasets (e.g., National Speech Corpus) and invest in privacy-enhancing technologies; (3) talent and education — to grow and reskill the AI workforce and embed AI modules in education pathways; (4) trustworthy AI governance — by strengthening testing and evaluation toolkits (AI Verify, Project Moonshot) and encouraging organizational adoption of governance frameworks; (5) strategic R&D investments — to develop base models with regional relevance (via the National Multimodal LLM Programme) and fund ‘AI for science’ initiatives; and (6) ecosystem and international positioning — to attract partnerships and scale commercialisation of high-value AI use cases in areas such as population health, finance, advanced manufacturing and public services. These priorities reflect a balance between enabling industrial competitiveness and managing societal risks. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Implementation Framework

Implementation is structured around the 15 Actions in NAIS 2.0, allocated across three systems and ten enablers. Delivery mechanisms include direct funding (national programmes and grants), capability programmes (talent pipelines, fellowships, cadetships), platform investments (datasets, compute, public-testbeds), and governance instruments (toolkits, standards, voluntary certification pilots). Agencies publish supporting materials, call-for-proposals and evaluation rubrics; industry partnerships are encouraged through consortia (e.g., MERaLiON and SEA-LION model consortia) and public–private pilot projects. A flexible, iterative governance cycle is emphasised: actions are reviewed continuously and adapted when new risks and technologies emerge. For programme details, see the IMDA NMLP page and Smart Nation framework pages. ([imda.gov.sg](https://www.imda.gov.sg/resources/press-releases-factsheets-and-speeches/press-releases/2023/sg-to-develop-southeast-asias-first-llm-ecosystem?utm_source=openai))

Monitoring and Evaluation

NAIS 2.0 establishes monitoring through cross-agency oversight, metrics tied to workforce growth, research outputs, adoption in priority sectors, and trust indicators (e.g., number of organisations using AI governance toolkits). Evaluations combine quantitative KPIs (workforce numbers, compute capacity, dataset releases) with qualitative reviews (external expert panels, public consultations). The strategy commits to periodic reviews of the 15 Actions and to publishing progress updates via Smart Nation and partner agency channels. Third-party and international benchmarking is also envisaged to measure Singapore’s “peaks of excellence.” ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Penalties, Liability, and Appeals

As a strategic policy document, NAIS 2.0 itself does not create new criminal offences or economic penalties. Instead, it signals where regulatory enforcement may be necessary and directs agencies to adapt existing sectoral laws or produce guidance. Liability and redress for AI harms continue to be governed by existing civil and criminal frameworks in Singapore (e.g., consumer protection, data protection under the PDPA, sectoral controls in finance and health); administrative or compliance interventions would be applied by the relevant sector regulator. NAIS 2.0 calls for clearer conformity assessment, testing and auditing practices to support accountability, but does not replace statutory rule-making where required. Stakeholders are offered appeals and clarification routes through agency consultation processes and existing judicial or administrative appeal mechanisms. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Relationship to Other Instruments

NAIS 2.0 builds on the 2019 National AI Strategy and aligns with Singapore’s Model AI Governance Frameworks, AI Verify testing framework, and other national plans such as Smart Nation 2.0. It complements sectoral regulation (PDPA, MAS guidance for financial services, MOH guidance for healthcare applications), and informs funding and R&D priorities such as the NMLP. The strategy is explicitly designed to be interoperable with international standards and initiatives so Singapore’s policies remain compatible with partner jurisdictions and global norms. It supersedes the 2019 strategy as a national roadmap while leaving sectoral laws and guidance in force. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

International Alignment

NAIS 2.0 emphasises global engagement and alignment: Singapore will both adopt international best practices and contribute to global AI governance debates. The strategy references cooperative work with international partners, research collaborations and standards bodies, and it commits to making parts of Singapore’s infrastructure and testbeds available for international collaboration. This international posture aims to ensure interoperability, ethical alignment and tradeable AI products and services while promoting shared norms for safety and accountability. Stakeholder engagement includes overseas experts through conferences such as the Singapore Conference on AI (SCAI) and formal cross-border partnerships for research. ([smartnation.gov.sg](https://www.smartnation.gov.sg/nais/?utm_source=openai))

Implementation Timeline

Milestone	Planned/Published Date
NAIS 2.0 launch	2023-12-04
Publication of NAIS 2.0 strategy statement	2023-12-04
Launch of National Multimodal LLM Programme (NMLP)	2023-12-04 (programme activity 2023–2025)
Smart Nation 2.0 (related roadmap)	2024-10-01

Compliance Checklist

Checklist Item	Recommended Action
Adopt AI governance toolkits	Use AI Verify and related frameworks for model testing and process checks
Data governance	Apply PDPA principles and privacy-enhancing technologies when building datasets
Documentation	Maintain model cards, data lineage, and audit logs for high-impact systems
Talent development	Participate in national talent pipelines, fellowships, and industry consortia
Sector alignment	Follow sector regulator guidance (e.g., MOH, MAS) for regulated use-cases

Sources and References

Source	Type
Singapore National AI Strategy (NAIS 2.0) — Smart Nation	Primary Source
National Artificial Intelligence Strategy 2 to uplift Singapore’s social and economic potential — Launch Press Release (4 Dec 2023)	Primary Source
National Multimodal LLM Programme (IMDA)	Primary Source
Smart Nation — Frameworks and Blueprints	Primary Source