Systems builder · AI governance and privacy practitioner

I turn policy into systems that enforce it.

A systems builder at the intersection of technology, governance, and execution. Product work, delivery work, and writing are the same discipline in different mediums.

  • 01

    Lula

    delivery · operational proof

  • 02

    Colloxa

    governance infrastructure

  • 03

    The Control Plane

    practitioner writing

  • 04

    Systems That Hold

    book in progress

Elvis Tapfumanei, Cape Town

Cape Town · Building globally

Policy → enforced systems

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Pilot by invitationAI Governance Infrastructure

Flagship product

Governance you can enforce, not only document.

Real-time enforcement. Regulator-ready evidence. Sub-200ms decisions.

AI governance infrastructure for regulated enterprises: the control-and-evidence layer between organisations and the AI they depend on. Built by a practitioner who implements what frameworks require, not a consultant who stops at policy.

Control FabricEvidence FabricAgentic Risk FabricTrust Operations Fabric
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The Control Plane

A practitioner thinking out loud

Not thought leadership. Field notes on enforcement, evidence, and why most organisations are further behind on AI governance than they believe.

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Currently

  • Leading delivery at Lula, Cape Town
  • Building Colloxa, AI governance execution infrastructure
  • Pursuing IAPP CIPT and AIGP
  • Publishing on The Control Plane
  • Writing Systems That Hold

Follow the work.

Colloxa for enforceable governance. The Control Plane for the public record. Delivery at Lula for operational proof.