National AI Strategy
The Next Frontier of Singapore’s Smart Nation Journey
As a Smart Nation, we want to go beyond just adopting technology. Our aim is to fundamentally rethink business models, so that we can make impactful changes to reap productivity gains and create new growth areas.
By 2030, we see Singapore as a leader in developing and deploying scalable, impactful artificial intelligence (AI) solutions, in key sectors of high value and relevance to our citizens and businesses.
National Artificial Intelligence Strategy
The National AI Strategy outlines our plans to deepen the use of AI to transform our economy:
- Identify areas to focus attention and resources on at a national level
- Set out how the Government, companies and researchers can work together to realise the positive impact from AI
- Address areas where attention is needed to manage change and/or manage new forms of risks that emerge when AI becomes more pervasive
National AI Strategy (9.2mb)
National AI Strategy - Summary (2.6mb)Building a Vibrant Ecosystem for Sustained AI Innovation
In order to drive AI innovation and adoption, we must build a vibrant and sustainable ecosystem. To do so, we’ve identified five critical ecosystem enablers.
- Triple helix partnerships between the research community, industry and Government enables the rapid commercialisation of fundamental research and deployment of AI solutions.
- Talent and education addresses the need to develop homegrown talent across the entire range of AI-related job roles and helps Singaporeans prepare for the future AI economy.
- Data architecture enables quick and secure access to high-quality datasets across various sectors.
- A progressive & trusted environment is important for test-bedding, developing and deploying AI solutions.
- International collaborations to drive and support sustainable development of AI with multi-nationals researchers, businesses and governments.
Seven National AI Programmes that Address Key Challenges
We have also identified seven National AI Projects that can deliver strong social and economic impact for Singapore and Singaporeans.
1. Healthcare: Chronic disease prediction and management helps with faster detection and treatment of such diseases.
2. Smart estates: Municipal services are delivered in a more responsive, reliable and timely for citizens.
3. Education: Personalised education through adaptive learning and assessment helps teachers better customise and improve their students learning experience.
4. Border security: Border clearance operations strengthen security while improving travellers’ experience.
5. Logistics: Intelligent freight planning optimises the movement of freight for greater business productivity and traffic efficiency.
6. Finance: Growing Singapore into a global hub for financial AI solutions.
7. Government: Leveraging AI to transform government services to deliver high-impact outcomes for citizens and businesses.
Applications of AI
Explore these examples to discover the practical applications of AI in Singapore:
Can technology help spot early signs of dementia? GovTech is piloting Project Pensieve, a screening tool that can detect signs of dementia by analysing a user’s drawings.
Singapore Eye Lesion Analyser (SELENA+) is a deep-learning AI software system that can detect potential threatening eye conditions accurately and efficiently.
The Chatbot guides residents to provide the relevant information, in real-time conversational manner, to ensure that feedback is comprehensively logged.
Working Together
The success of our National AI Strategy depends on Singaporeans, businesses, researchers and the Government coming together to work closely towards our goals. We will also need to work with international partners to better make use of AI in Singapore.
You can play a part in our future success by contributing through one of these four ways:
1. Submit ideas and solutions for National AI Projects
If you have any ideas, solutions or even proposals for new National AI projects, send them our way via this form.
2. Transform your business with AI
If your business is already using AI, you can take part in data sharing initiatives to promote the greater use of the tech and contribute to a trusted environment by adopting AI governance initiatives.
You can also take advantage of the following resources to kickstart or advance your AI transformation journey:
- SMEs Go Digital Programme provides sector-specific Industry Digital Plans (IDPs) that guide SMEs on the digital solutions they can adopt at each stage of their growth.
- AI Singapore’s 100 Experiments programme supports companies in deploying AI by using a co-investment model.
- AI Makerspace is a national platform launched in 2019 that helps SMEs and start-ups kick off their AI journey.
- Digital Services Lab provides a suite of tools to help companies and developers build AI solutions and harness its benefits.
- ASTAR’s T-UP programme facilitates the secondment of A*STAR scientists and research engineers to work on SMEs’ R&D projects for up to two years, helping these businesses build their tech capabilities and develop innovative products and services.
- Trusted Data Sharing Framework guides companies in establishing data sharing partnerships and practices.
- Model AI Governance Framework provides private sector organisations with a detailed and readily-implementable guide to address critical ethical and governance issues when using AI.
3. Participate in Singapore’s AI ecosystem
As we transform our key sectors using AI, there will be many opportunities for businesses to research, develop and deploy such technologies in Singapore and the region.
As a local or international investor, you can establish an AI team in Singapore and leverage our research ecosystem to enhance and validate new AI methodologies.
The Government supports your participation in our AI ecosystem with the following initiatives:
- IMDA’s Accreditation@SGD and SG:D Spark programmes
- A*STAR – Institute for Infocomm Research co-innovates with industry to create AI tech and solutions that can be used in sectors such as Engineering, Manufacturing, Healthcare, Security, Education, Finance and Transportation.
- Accelerated Initiative for AI helps shorten the patent grant process for businesses to as soon as six months.
- SGInnovate is one of the fastest-growing communities focused on fostering deep tech in Singapore. It organises talent development programmes, knowledge-sharing sessions and Open Innovation activities, which bring innovators and organisations to the same table as part of its Deep Tech for Good initiative.
4. Learn about AI
It’s crucial for every Singaporean to upgrade and improve our skills so that we can keep up with the advances of AI and be ready to take on the exciting jobs that are created.
The business and research communities should also have a good understanding of worldwide technology trends in AI to stay ahead of the innovation curve.
Learn and gain access to AI technology through these programmes:
- AI Singapore Talent Development Programmes offer learning opportunities for all with courses such as the AI Apprenticeship Programme, AI for Everyone, AI for Industry, AI for Students, and AI for Kids.
- TechSkills Accelerator (TeSA) works with industry partners and employers to offer various programmes for both ICT and non-ICT professionals to upgrade or develop new skills to meet growing demand.
- SkillsFuture for Digital Workplace program is a course designed to help Singaporeans understand the fundamentals of AI and how it can be applied in their workplaces and daily lives. The curriculum includes content developed by SSG and IBM.
- Tech Insights through Patents (TIP) tool developed by IPOS International helps innovators understand patenting trends through an easy-to-navigate interface, making patent data more accessible. Leverage the power of this interactive tool to uncover hidden intelligence and keep abreast of technological advances.