Intelligence | Global AI Index
The Global AI Index
The first index to benchmark nations on their level of investment, innovation and implementation of artificial intelligence.
Making sense of artificial intelligence… on a global scale
Artificial intelligence is a transformative phenomenon in business, government and society. But it is also commonly misunderstood or misrepresented.
The Global AI Index is making sense of artificial intelligence in 62 countries around the world.
We have examined the forces accelerating development in artificial intelligence through three pillars of analysis; investment, innovation and implementation.
Rankings
Use the toggle to switch between our Index’s ranks – where countries stand – or score – how far or close they are to each other. Use the arrows to sort the columns.
The Pillars
The Global AI Index is underpinned by 143 indicators split across seven sub-pillars: Talent, Infrastructure, Operating Environment, Research, Development, Government Strategy and Commercial. Each indicator pillar was weighted for importance after consultation with experts across the field.
Talent
Focuses on the availability of skilled practitioners for the provision of artificial intelligence solutions.
Infrastructure
Focuses on the reliability and scale of access infrastructure, from electricity and internet, to super computing capabilities.
Operating Environment
Focuses on the regulatory context, and public opinion surrounding artificial intelligence.
Research
Focuses on the extent of specialist research and researchers; investigating the amount of publications and citations in credible academic journals.
Development
Focuses on the development of fundamental platforms and algorithms upon which innovative artificial intelligence projects rely.
Government Strategy
Focuses on the depth of commitment from national government to artificial intelligence; investigating spending commitments and national strategies.
Commercial
Focuses on the level of startup activity, investment and business initiatives based on artificial intelligence.
Explore the data
Position, size and compare countries based on their results on The Global AI Index.
Get involved
The Sensemaker AI
Your free bi-monthly sense-making newsletter on the worldwide effort to develop and deploy artificial intelligence. Delivered straight to your inbox.
The small print: By giving us your email address you’re asking us to send you Tortoise digital marketing communications. You can unsubscribe at any time using the link in the emails we send. For more information read our privacy policy here.
Private forum
The AI Network
A regular series of private events and dinners with leading AI experts from business and academia.
Policy Tools
National Dashboards
Bespoke real-time dashboards for individual countries.
Our advisors
We’ve convened experts from a variety of sectors, ranging from industry and academia to government. Each offers a unique perspective on the opportunities and challenges posed by artificial intelligence.
Our partners
We’re grateful to our partners for supporting the work we’re doing.
conversations
Alexandra Mousavizadeh in conversation with AI experts.
Commentary & insight
Here are some of our latest stories & events
Reporting
Notes
Download our explainers as PDFs
News
10 Dec 2020 – Tortoise is delighted to announce that Ajay Bhalla, President of Cyber & Intelligence at Mastercard, will be joining the Advisory Board for The Global AI Index
31 Mar 2020 – Announcing the Sensemaker AI. This month: as the coronavirus crisis unfolds, we’ve delved into two of our index’s live data sources to get a sense of what impact the pandemic is already having on AI.
14 Oct 2019 – HenkelX Ventures joins forces with Tortoise to deliver the world’s first Global AI Index. Read more »
In partnership with
