About the Author

Khullani M. Abdullahi, J.D.

Founder of Techne AI

Khullani M. Abdullahi specialises in AI governance, compliance, and ethics. With a background in law and technology, Khullani helps organisations navigate the complex landscape of AI regulation and responsible implementation.

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About this handbook

The handbook is research-supported rather than legal advice. Where it references specific regulations, statutes, or court decisions, citations point to primary sources or recognised secondary commentary — see References. Organisations should consult qualified counsel for compliance decisions in their specific jurisdictions and sectors.

All content has been reviewed and edited by the author. The bibliography in References is the authoritative list of sources consulted.