Kenya moves to criminalise unapproved “high-risk” AI deployment

Kenya is positioning itself as Africa's regulatory frontrunner on artificial intelligence, with a draft AI Bill 2026 that introduces criminal penalties for deploying unapproved "high-risk" AI systems. The proposed legislation mandates government approval from a designated commission before deployment, with violators facing fines of up to KES 5 million (approximately €38,000) or imprisonment for up to three years. This regulatory move carries significant implications for European technology firms and investors eyeing East African expansion. The Kenyan initiative reflects a broader global trend toward AI governance, following regulatory frameworks established by the European Union, which implemented the AI Act in 2024. However, Kenya's approach differs notably in its criminal enforcement mechanisms—more stringent than many developed markets. The bill positions Kenya as more regulatory-forward than competitors like Nigeria or South Africa, which have outlined AI strategies but lack comprehensive legislative frameworks. For European investors accustomed to the EU's risk-based classification system, Kenya's framework presents both regulatory familiarity and implementation challenges. The bill's definition of "high-risk" AI systems likely encompasses applications in criminal justice, employment screening, financial services, and healthcare—sectors where European firms have significant interests across East Africa. Companies operating in these domains will need to establish local compliance infrastructure and engage