Governing AI in Africa: Five Principles for Responsible National AI Strategies

Barely a week passes without another African government announcing plans for a national AI strategy. From Rwanda's early mover status to Egypt's ambitious AI 2030 plan, from Nigeria's National AI Policy to Kenya's AI strategy underway, the continent's governments have recognised that artificial intelligence will reshape their economies and their ability to deliver public services — and that they need frameworks to govern this technology before it governs them.

This enthusiasm is warranted. But enthusiasm without clear principles can produce AI strategies that look good on paper while failing to address the governance challenges that will determine whether AI delivers public benefit or public harm. Drawing on our experience supporting national AI strategy development across Africa, we offer five principles that we believe are essential for responsible AI governance in the African context.

Principle 1: Data Sovereignty Before AI Capability

AI systems are only as good as the data they are trained on. For African governments, the fundamental prerequisite for meaningful AI capability is data sovereignty — the ability to govern how data generated within their borders is collected, stored, processed, and shared. This requires data protection legislation, government data management policies, and technical infrastructure (data centres, cloud services) that keeps critical data within accessible jurisdictions.

Too many national AI strategies propose ambitious AI deployment plans without the data governance foundations to support them. We consistently advise governments to sequence their work: data governance first, AI deployment second.

Principle 2: Prioritise High-Value Public Sector Use Cases

African governments do not need to deploy AI everywhere — they need to deploy it where it will make the most difference for citizens. Our analysis consistently identifies a small number of high-value AI use cases that are technically feasible, politically viable, and likely to deliver significant public benefit in the short to medium term: agricultural advisory services, disease surveillance, tax compliance analytics, judicial case management, and public transport optimisation.

A focused strategy that deploys AI effectively in two or three priority areas will deliver more value — and build more public trust — than an unfocused strategy that deploys AI everywhere ineffectively.

Principle 3: Build Equity Safeguards In, Not On

AI systems can perpetuate and amplify existing inequalities if they are not explicitly designed to prevent this. In the African context, where existing inequalities along lines of gender, geography, income, and ethnicity are significant, this risk is particularly acute. We recommend that African AI governance frameworks require algorithmic impact assessments for any public sector AI deployment, with specific attention to differential impacts on marginalised groups.

Principle 4: Invest in Government AI Literacy at All Levels

The most sophisticated AI governance framework will fail if the officials responsible for implementing it do not understand AI well enough to make good decisions about it. African governments need to invest in AI literacy — not just for technologists, but for senior officials, ministers, and even parliamentarians who will be making decisions about AI regulation and procurement. This is not a one-time training exercise: it requires a sustained learning programme that keeps pace with the rapidly evolving AI landscape.

Principle 5: Engage Actively in Global AI Governance

The rules governing AI at the global level are being written now — in forums like the OECD's AI Policy Observatory, the Global Partnership on AI, UNESCO's AI Ethics Recommendation process, and increasingly in bilateral agreements between major powers. African governments that are absent from these forums will find themselves governed by rules they had no hand in making. We urge African governments to coordinate their positions, show up to global AI governance forums, and actively advocate for frameworks that serve African interests.