Singapore's AI programmes for business, mapped

The shape of it

Singapore's approach runs on a national strategy - National AI Strategy 2.0 - implemented through a handful of programmes with genuinely different jobs. Read them as answers to four different questions: can I try this cheaply? (sandboxes), can someone help me think? (capability programmes), will someone co-fund it? (grants), and what am I responsible for? (governance frameworks). Most businesses go straight to the third and skip the first two, which is usually the wrong order.

The National AI Impact Programme (NAIIP)

Announced in March 2026 by the Ministry of Digital Development and Information, NAIIP is the current centre of gravity. Its stated targets are to support 10,000 enterprises over three years and train 100,000 workers to be "AI Bilingual" by 2029. Support is tiered by a company's AI maturity and readiness rather than offered flat, and it includes advisory sessions, training and complimentary workshops through IMDA.

The detail most relevant to professional firms: IMDA is developing sector-specific AI fluency programmes with the professional bodies - the Institute of Singapore Chartered Accountants, the Singapore Academy of Law and the Singapore Corporate Counsel Association - starting with accountancy and legal. The TeSA initiative is also being extended to help non-tech workers build practical AI capability in their own domains. If you run an accounting or law practice, this is the year your professional body starts pushing this at you, and it is worth being early rather than compliant.

What it will not do: fund a custom build. NAIIP is capability, not capital.

IMDA's GenAI Sandbox for SMEs

Launched in 2024 and relaunched as Sandbox 2.0 in December 2024, the sandbox lets SMEs trial a curated set of generative-AI tools hands-on before committing budget, with early cohorts concentrated in retail, food and beverage, education and hospitality. Participation itself is free. Tools that graduate from the sandbox have typically gone on to the pre-approved solution list, which is the connection between "try it" and "co-fund it".

This is the cheapest useful thing on this page and the most under-used. If you do not yet know what you want AI to do, a month here beats a month of internal debate.

What it will not do: connect anything to your own systems. Sandbox tools are tools, used as they come.

The EDGE Grant

The money. From 30 September 2026 EDGE is the single route for new business-grant applications, having replaced EDG, PSG and MRA - up to 70% of qualifying costs for SMEs and up to 50% for non-SMEs, within a shared cap of up to S$100,000 of total grant support per year. The PSG component inside it was expanded to cover more AI-enabled and digital solutions, so both the "buy a listed solution" and "run your own project" routes exist under one application. Full detail on our grant funding page, and the changeover in what replaced PSG, EDG and MRA.

What it will not do: reimburse anything you started before approval, or arrive before you have paid.

The IMDA Generative AI Programme

Aimed at digitally mature companies rather than first-timers, this funds project-based generative-AI implementation. The distinction from the sandbox is readiness: the sandbox is for finding out, this is for building once you know. If your organisation already has its data in order and a clear use case, ask about it specifically.

Bank and platform programmes

Not government, but they behave like programmes and they are often the most accessible door for an SME that already banks locally. DBS expanded its Spark GenAI programme in 2026 to accelerate SME AI adoption in support of the national agenda, bundling advisory and tooling for its business customers. IMDA also runs the SME AI Impact Awards, which is worth knowing about as recognition rather than funding - and as a source of concrete local examples of what other SMEs actually did.

The governance frameworks - the part nobody reads and everybody needs

Singapore regulates AI mainly through voluntary, published frameworks rather than a single AI act, which means the obligations are softer and the expectations are clearer than people assume:

• Model AI Governance Framework (first issued 2019, second edition 2020) - cross-sector guidance on internal governance, human oversight, risk management and transparency, applied proportionately to the risk of your use case.
• Model AI Governance Framework for Generative AI (2024) - the large-language-model specific edition, covering hallucination, bias, intellectual property, content provenance and security.
• Model AI Governance Framework for Agentic AI (January 2026) - the newest and, for anyone deploying agents, the one that matters. It addresses systems that plan across multiple steps and act semi-autonomously, and it is explicit that humans remain accountable for what those systems do.
• PDPC Advisory Guidelines on the use of personal data in AI recommendation and decision systems (March 2024) - how existing PDPA obligations apply. Our PDPA guide covers the practical shape.

None of these certifies you or your vendor. What they do is set out what "responsible deployment" is understood to mean here - which makes them a free, authoritative checklist for evaluating anyone who wants to sell you an AI system. A vendor who cannot describe how their system handles human accountability, oversight and audit has not read the framework that governs their own product category.

What none of them do

Decide what you should build. Every programme on this page assumes you have identified a problem worth solving, and the identification is the hard part. The cheapest version of that work is picking the single workflow that costs you the most today - in hours, in errors, in enquiries that went unanswered - and describing it in one paragraph. If you cannot write that paragraph, no grant or programme will fill the gap.

Programme details checked on 19 September 2026. Government programmes change; IMDA, MDDI, EnterpriseSG and the PDPC are the authoritative sources for their own schemes. This article is general information, not legal or funding advice.