AI Cities
Index
20
26
Making sense of artificial intelligence at a city scale
Building on the success of the Global AI Index, The Observer's AI Cities Index is a first-of-its-kind.
Much like earlier general purpose technologies like electricity and cars, artificial intelligence has a footprint that is distinctly urban.

Cities serve as hubs of AI innovation and production, and are increasingly sizing each other up as competition to dominate the field intensifies.

As AI expands in scale and application, a granular record of its spread provides an essential guide to its potential.
What do we measure?
Working to reflect the current landscape of artificial intelligence, we use composite indicators to score cities based on AI capacity.
50 indicators
20 data sources
7 sub-pillars
57 cities
Explore the data
We've ranked the world's leading AI hubs using a combination of quantiative data and qualitative fieldwork. Find out how they perform by seven key measures.
AI Cities
Index
20
26
Making sense of artificial intelligence at a city scale
Building on the success of the Global AI Index, The Observer's AI Cities Index is a first-of-its-kind.
Much like earlier general purpose technologies like electricity and cars, artificial intelligence has a footprint that is distinctly urban.

Cities serve as hubs of AI innovation and production, and are increasingly sizing each other up as competition to dominate the field intensifies.

As AI expands in scale and application, a granular record of its spread provides an essential guide to its potential.
What do we measure?
Working to reflect the current landscape of artificial intelligence, we use composite indicators to score cities based on AI capacity.
50 indicators
20 data sources
7 sub-pillars
57 cities
Explore
the tool
We've ranked the world's leading AI hubs using a combination of quantiative data and qualitative fieldwork. Find out how they perform by seven key measures.
AI
Cities
Index
20
26
Making sense of artificial intelligence at a city scale
Building on the success of the Global AI Index, The Observer's AI Cities Index is a first-of-its-kind.
Much like earlier general purpose technologies like electricity and cars, artificial intelligence has a footprint that is distinctly urban.

Cities serve as hubs of AI innovation and production, and are increasingly sizing each other up as competition to dominate the field intensifies.

As AI expands in scale and application, a granular record of its spread provides an essential guide to its potential.
What do we measure?
Working to reflect the current landscape of artificial intelligence, we use composite indicators to score cities based on AI capacity.
50 indicators
7 sub-pillars
20 data sources
57 cities
Explore the tool
We've ranked the world's leading AI hubs using a combination of quantiative data and qualitative fieldwork. Find out how they perform by seven key measures.
Further reading
San Francisco sweeps all before it in world’s first AI Cities Index
London and Paris offer Europe its best chance to challenge the global AI order
Sadiq Khan: London is ready to show the world how AI can work for the common good
Find out more To learn more about how we produced this ranking, read our methodology report If you'd like to get in touch about the AI Cities Index, please email aiindex@observer.co.uk
This is an editorially independent project by The Observer, in partnership with the Mohamed bin Zayed University of Artificial Intelligence and Khalifa University
Khalifa University MBZUAI
Authors
Suli Ahmed
Hannah Schuller
Jeremy Kingsley
Charlotte Dujardin
Illustrations by Joey Han