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Kenya Regulates AI Credit Decisions

Kenya's CBK Mandates AI Explainability and Human Oversight in Credit Decisions

Unverified — auto-generated summary, not yet reviewedPolicy & RegulationKenyaNov 8, 2026

Kenya's Central Bank has issued new lending rules requiring that AI-driven credit decisions be explainable and subject to human oversight, establishing a regulatory benchmark for algorithmic lending in East Africa. The rules are being watched as a potential model for other African regulators grappling with automated credit assessment.

Kenya AI Lending: the explainability rule is really about who gets to stay in the market

Regulation 60 says any lender using AI to decide who gets a loan must be able to explain that decision to the borrower — and keep a human in the loop.

That sounds fair. It is fair. But it also sets a technical bar that big, well-resourced lenders can clear and many smaller digital credit providers probably cannot.

Kenya has 281 licensed digital credit providers serving nearly 9 million loan accounts. Most of those loans are under KSh20,000 — small, fast, emergency money for people without bank histories. The lenders serving them built their edge on automated speed, not documented explainability frameworks.

The rule is legitimate. The side-effect is a quiet consolidation.

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