How Ready Is Your Economy?

How Ready Is Your Economy?

No one knows how big AI will get, but there’s little doubt it will have a have a significant influence on the future of economic development. IDC says worldwide spending on AI will more than double, to $632 billion, by 2028. Acting on the potential of this evolving technology should be an economic priority in every region around the world.?

BCG’s new AI Maturity Matrix, which assessed 73 global economies in a new report and an interactive dashboard , can help governments navigate the economic challenges and opportunities offered by both traditional and generative AI. The matrix provides a broad view of global adoption: the vast majority of economies are gradually adopting AI, but there is a small, influential group of AI pioneers that are leading the way.??

Understanding Exposure and Readiness?

In our research, we investigated each economy’s level of exposure to AI by sector, defining exposure as the potential for AI to have an impact negatively or positively: job displacement because of automation on the one side, for example, and new employment opportunities on the other.??

Job impact, though, is only one dimension of exposure. As AI improves productivity through automation-optimized processes, entire businesses—and even economies—can benefit. Small businesses, meanwhile, could struggle to compete with larger businesses in this area, potentially leading to a negative impact on entire sectors.?

Along with exposure, we also analyzed each economy’s readiness for AI—that is, its ability to effectively implement and integrate the technology. ??

Here’s what we learned:?

Six sectors have the most exposure to AI-driven changes: information and communication, high-tech goods, retail, financial services, public services, and motor vehicle manufacturing.??

AI can create positive ripple effects throughout an economy, driving a shift in GDP. Experimentation and deployment in one industry can spur growth in adjacent sectors and allow new uses of the technology to take hold.??

Only five economies are categorized as AI pioneers: Canada, Mainland China, Singapore, the UK, and the US. These five are leading the way in skills, R&D, ecosystems, and investments. But they are the minority. Most aren’t supporting enough research or investment, hampering startups and homegrown solutions. ?

Ambition is not enough. Many governments have communicated AI strategies and even created AI ministries, but they need to go further and take concrete actions, such as forming test beds for R&D.??

Exposure to AI is inevitable, but high exposure isn’t necessarily bad news. In fact, some of the most exposed are also the most prepared.??

Policymakers’ Next Steps?

The AI Maturity Matrix reveals that more than 70% of economies score below the halfway mark in categories such as ecosystem participation, skills, and R&D, with broad repercussions for competition, growth, investment, and workforces.?

Our research identified different archetypes of AI economic development and potential—and a set of initiatives for each archetype:?

  • AI Emergents. These economies are at the beginning stages of their AI journey. They can work on creating a foundation that will drive adoption, including international investment and sources of talent and training.?
  • AI Practitioners and Contenders. These are the economies that can specialize in niche AI markets and explore the ways in which different sectors can use the technology for efficiency or new lines of revenue. They also need to establish flexible rules for experimentation and address emerging ethical questions.???
  • AI Pioneers. Those in the lead can go even further by integrating themselves more deeply into the global tech supply chain. They can also continue to design and implement groundbreaking regulations and standards related to AI.???

AI and its development will pose challenges and opportunities for societies far into the future. BCG’s AI Maturity Matrix gives policymakers a practical framework to navigate the evolving AI landscape and harness its potential to strengthen economies and enhance societal well-being.??


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Jason Cowette

GM Team Leader | Computer Software Engineering

5 小时前

This article underscores the profound impact AI will have on global economies, with the AI Maturity Matrix offering a powerful lens through which policymakers can navigate the opportunities and challenges ahead. While a small group of pioneers are leading the charge, the majority of economies are lagging in crucial areas like R&D, talent, and ecosystem development. This gap presents both a challenge and an opportunity: how can emerging economies build the foundations for AI-driven growth, and how can AI pioneers avoid stagnation by continually pushing the boundaries of innovation? As AI reshapes industries and job markets, the urgency for strategic, forward-thinking policies has never been clearer. #AI #EconomicDevelopment #FutureOfWork #Innovation #Policy

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Raghu Ranjolkar

Strategic Consultant | Corporate & Business Strategy | Sales & Marketing | Digital Transformation | Innovative Solutions | Growth | Risk Analysis

13 小时前

Accessibility and affordability are major challenges when implementing AI solutions, especially in environments with diverse stakeholder capabilities and constraints.

Sylvain G.

Senior Project Manager cost and value engineering | Strategic Procurement

16 小时前

AI’s transformative potential reminds me of the challenges we face in the energy sector. Just as AI pioneers lead the way with innovation, the energy industry must also balance technological adoption with readiness to address global energy transitions. Tools like BCG’s AI Maturity Matrix could help map readiness in energy markets, driving efficiency and resilience. From optimizing grids to advancing renewables, AI’s role in tackling energy challenges could be profound. How do you see AI influencing the future of sustainable energy?

Andreu Bernad Julián

Strategic Business Development | Team Management | Technological Innovation Medical Environment

16 小时前

The impact of artificial intelligence (AI) on global economic development is undeniable, as highlighted by BCG's AI Maturity Matrix. What stands out most in this analysis is how it combines exposure and readiness to assess the potential effects of AI on global economies. It’s fascinating to see that only five economies (Canada, China, Singapore, the UK, and the US) lead as true pioneers, while most are still struggling to leverage this technological revolution. I find it particularly compelling how AI can drive positive ripple effects on GDP while posing challenges for less-prepared sectors and smaller businesses. What strategies emerging AI economies should prioritize to stay competitive while balancing ethics, innovation, and investment? ??

Nihal Singh

Simplifying Digital Transformation | Business Development Manager at Markivis, a B2B Marketing and Creative Firm

17 小时前

BCG’s emphasis on readiness and exposure strikes a chord—especially how economies can turn high exposure into positive transformation. The potential for ripple effects across sectors is truly exciting. Thank you for sharing such a comprehensive framework!

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