A new World Bank report suggests that Ghana could significantly increase its poverty reduction efforts through artificial intelligence, but only if the benefits are shared among all households, not just those with access to fast and reliable internet. The report, titled Africa Economic Update, found that broadly shared AI gains could lift three times as many Ghanaians out of poverty compared to a scenario where the gains are concentrated among households already positioned to use AI tools.
The World Bank's report emphasizes that the difference between a narrow, elite-driven AI boom and a broad-based one is a central policy choice facing Ghana. To achieve this, the report recommends that Ghana prioritize investment in affordable and reliable 5G or the best mobile broadband technology available. This investment should be concentrated in productive urban centers and secondary cities, where agglomeration effects can accelerate returns.
The World Bank suggests that early investment in connectivity, electricity, digital skills, and computing capacity be concentrated in urban hubs, but also stresses that these hubs cannot be left isolated. The report calls for lower-cost feeder infrastructure and targeted digital services linking thriving cities to poorer rural and underserved areas, ensuring that gains do not remain locked inside a handful of well-connected neighborhoods.
However, the report cautions that simply covering an area with a mobile signal does not guarantee that people will benefit from AI. It stresses that poor households must be able to afford a suitable device, keep it charged, access reliable high-speed service, and use AI applications relevant to their daily lives. Without addressing electricity reliability and device and data affordability, AI risks widening the advantage already enjoyed by connected Ghanaians.
The report was released ahead of the Annual World Bank/IMF meetings taking place in Bangkok, Thailand. It follows a June 2026 World Bank-backed $300 million STARR-J financing package aimed at strengthening Ghana's secondary education infrastructure and skills pipeline, an investment that feeds directly into the digital-skills gap flagged as central to whether AI's gains reach ordinary Ghanaians.
The World Bank also notes that there are early signs of momentum in Ghana's tech sector. The country's base of developers on GitHub, a global platform coders use to build and share software, has grown nearly eightfold since 2020, with new sign-ups accelerating after free AI coding tools became widely available. This growth in the developer community could be a key factor in Ghana's ability to harness AI for poverty reduction.
The World Bank's recommendations emphasize the need for a comprehensive approach to harnessing AI for poverty reduction in Ghana. By investing in affordable broadband, digital skills, and computing capacity, and ensuring that these investments reach all parts of the country, Ghana can unlock the full potential of AI to lift people out of poverty. The report's findings and recommendations provide a roadmap for Ghana to make the most of AI and achieve its poverty reduction goals.
Key points
- The World Bank report suggests that AI could lift three times as many Ghanaians out of poverty if its gains reach ordinary households.
- The report recommends that Ghana prioritize investment in affordable and reliable 5G or the best mobile broadband technology available.
- The World Bank emphasizes that simply covering an area with a mobile signal does not guarantee that people will benefit from AI.
