Whitepapers

Practitioner frameworks on the gap between AI policy and runtime behaviour: enforceable controls, evidence trails, and operational governance for regulated enterprises. The current paper focuses on South African fintech.

Published

One practitioner framework available to read on the site. More in progress.

White Paper

Version 1.0June 2026

The AI Governance Execution Gap

Runtime controls for regulated African fintechs: enforcement, evidence, and audit-ready governance

AI is already inside everyday fintech work, but most organisations still treat governance as a policy issue. This white paper sets out what runtime controls, POPIA-aware enforcement, and audit-ready evidence look like for regulated South African financial services.

AI governance · fintech operations · privacy · audit-ready evidence

South Africa and African financial services markets

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