Agent-Based AI is Transforming Africa
Agent-based artificial intelligence (AI) is set to profoundly influence Africa. While several companies are already making strides with AI strategies and innovations, the continent remains underrepresented in the global AI landscape. Many AI applications in Africa are predominantly reliant on Western datasets, failing to capture the diverse realities and populations of the region. Consequently, these systems may not effectively serve the healthcare and community needs of African nations.
Responding to Global Challenges
This month’s World Economic Forum’s annual meeting in Dalian, China, is themed “Innovation at Scale.” This focus addresses a pressing global concern: the gap between technological advancements and broader human interests. Such discrepancies impact everyone, but are particularly pronounced in the context of agentic AI—systems that can operate autonomously, make decisions, and take actions independently, especially on the world’s youngest continent, Africa.
Bridging the Gap in AI Development
The current differences between the internet and this new wave of AI are not simply matters of degree. While the web democratized information access, this new generation of AI fundamentally reshapes the nature of freedom—shifting the focus from information to action. Key questions arise about data ownership, accountability, and representation in AI training. Without established international norms and frameworks, these questions often go unanswered.
Varied Approaches to AI in Asia
In Asia, countries have adopted various strategies around AI. China leads the way, integrating AI into public services with a clear, albeit contentious, approach to utilizing technology for national and societal objectives. India developed an open digital system, while Japan emphasizes trustworthy AI through a careful innovation-first framework. South Korea stands out by passing the world’s first law to unify AI strategy, promotion, and regulation. Across Southeast Asia, populations are transitioning from mobile-first connectivity to AI-mediated experiences, but governance and formal regulations continue to evolve.
Africa’s Rapid Adoption of AI Innovations
Africa is proactively engaging in AI advancements, with Kenya establishing a national AI strategy and nurturing one of the continent’s most vibrant innovation ecosystems. Grassroots initiatives, such as Masakhane—a pan-African research community—aim to develop datasets in African languages. Nevertheless, the prevailing architecture of AI development lacks an Africa-centric focus. The Kigali Declaration on AI, signed by 54 African nations in April 2025, sets a high bar for standards, yet African datasets account for only 1% of global data despite the continent’s 17% share of the world’s population.
Addressing Health Data Poverty
This issue is particularly evident in healthcare, where African researchers describe the phenomenon as “health data poverty.” This self-perpetuating cycle leaves local populations underrepresented in global datasets, which leads to tools that fail to address their specific needs. A University of Cape Town study indicated that even AI solutions created by African startups often rely on Western datasets, thus incorporating misalignments with the very populations they aim to serve.
Harnessing AI for Sustainable Growth in Africa
The implications of AI’s integration into Africa’s growth trajectory are significant. The African Union’s Agenda 2063 outlines a vision for a healthy and educated population led by Africans themselves. The AU’s Continental AI Strategy emphasizes that AI should be a facilitator, not a final goal. The participation of African youth and civil society in shaping this future is vital. However, as borrowing costs rise, governments face tough choices between financial investments and talent development, making the urgency for localized AI solutions even more critical.
Ultimately, the decisions made today regarding who builds AI systems, whose data informs them, and the governance frameworks that hold them accountable will shape the future for young Africans. The upcoming conference in Dalian will bring together stakeholders dedicated to leveraging technology for positive change, with Africa serving as a crucial proving ground for the possibilities of AI in a more equitable future.
