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Global AI Competitiveness Index Part 7: AI for Social Good and Sustainability
National Scores
The visualization provides an overview of how companies in the database are distributed across a broad range of thematic domains, reflecting the diversity and multidisciplinary nature of the ecosystem. It covers areas spanning education, data and digital platforms, science and technology, public services, sustainability, energy, community development, and social impact, with particular emphasis on sustainability-related sectors. Beyond companies, the database also captures a wider network of ecosystem participants, including investors, research institutions, government programmes, financial organisations, technology platforms, associations, accelerators, hubs, and other supporting actors. Together, these categories illustrate the breadth of the database and its coverage of both commercial organisations and the broader structures that shape innovation and sector development.
Database Category Distribution — Companies by Domain
Global AI Competitiveness Index Part 7: AI for Social Good and Sustainability
City-Hub Scores by Pillar
City-Level Sustainability AI Deployment
Sustainability AI adoption is concentrated across a diverse group of leading global cities, spanning Europe, North America, and Asia. The ranking reflects both the strength of local sustainability AI ecosystems and the extent of real-world deployment, revealing different patterns of development across major urban innovation hubs. Some cities stand out for a particularly strong deployment-led approach, indicating a higher level of practical implementation. Overall, the distribution highlights the growing role of cities as key centres for applying AI to sustainability challenges and advancing technology-driven urban development.
Regional Sustainability Corridors
Regional sustainability activity is structured around interconnected urban corridors that link major innovation hubs across Europe, the Americas, APAC, MENA, and Africa. Europe and the Americas emerge as the strongest regional ecosystems, supported by established networks of cities with high sustainability and technology activity. APAC stands out for its deployment-led character, suggesting that real-world implementation is particularly significant across its leading urban centres. Together, these corridors highlight how sustainability innovation is developing through regional clusters and cross-city connections rather than isolated markets.
Global AI Competitiveness Index Part 7:
Investment Ecosystems
Distribution of Investment Funds in AI for Social Good and Sustainability
Investor Distribution by Country
Global AI Competitiveness Index Part 7:
Adoption is Easy; Measurable Impact is Rare
​AI is quickly becoming part of everyday operations, but adoption alone does not guarantee results. 95% of enterprise generative-AI pilots show no measurable financial impact, while only 5% deliver significant value. A similar gap appears in the non-profit sector: 92% use AI in some form, yet just 7% report major impact.
The next phase of AI maturity is therefore not about whether organisations use AI, but whether they can turn experimentation into measurable, repeatable outcomes.
From AI Capability to Application:
Where Competitive Advantage Moves
AI advantage is increasingly shifting from frontier capability toward effective, sector-specific application and measurable outcomes. As access to models, compute, and chips becomes more widespread, national competitiveness will depend less on who can build AI and more on who can deploy it successfully across applied domains. This shift also strengthens the importance of city-hub positioning and institutional credibility, alongside clear accountability and demonstrated public benefit. At the same time, persistent challenges — including coverage asymmetry, trust gaps, pilot-to-scale barriers, and surveillance risks — will continue to shape the quality and sustainability of AI adoption.
Global AI Competitiveness Index Part 7: AI for Social Good and Sustainability Ecosystem Overview
Global AI Competitiveness Index Part 7: AI for Social Good and Sustainability Ecosystem Overview
Welcome to the 3D Metaverse Interactive Map, a cutting-edge digital platform highlighting global AI innovation and competitiveness in Social Good and Sustainability. Navigate an immersive map showcasing the locations and profiles of pioneering companies and organizations applying artificial intelligence to address social, environmental, and sustainability challenges worldwide. This tool enables users to discover key players, explore their solutions and impact, and connect with a growing global community committed to leveraging AI for positive change, sustainable development, and a more resilient future.
3D Metaverse Interactive Map of Global AI Competitiveness Index AI for Social Good and Sustainability Ecosystem
The Global AI for Social Good and Sustainability Ecosystem is brought to life through an interactive 3D Tube visualization. This dynamic cylindrical view highlights the interconnections between key projects, organizations, and initiatives, allowing users to explore the global landscape of AI-driven solutions for social and environmental impact in detail. The platform showcases crucial initiatives across sustainability and social good, offering valuable insights into the collaborative efforts advancing climate action, sustainable development, social inclusion, resource efficiency, and the responsible use of AI to address critical global challenges.
3D Interstellar Map of Global AI Competitiveness Index AI for Social Good and Sustainability Infrastructural Projects
