AI governance · Cape Town

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.

  • Lula: delivery · operational proof
  • Colloxa: governance infrastructure
  • The Control Plane: practitioner writing
  • Systems That Hold: book in progress
Elvis Tapfumanei in Cape Town
Cape Town · Building globally
Pilot by invitationFlagship product · AI Governance Infrastructure

Governance you can enforce, not only document.

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.

POPIA · GDPR · EU AI Act · ISO 42001 · NDPR · Rwanda DPL · Zimbabwe CDPA · Kenya DPA

Control Fabric · Evidence Fabric · Agentic Risk Fabric · Trust Operations Fabric

Real-time enforcement

Regulator-ready evidence

Sub-200ms decisions

What I Do

Technology, governance, and execution

One discipline in three mediums: build enforceable systems, run delivery where stakes are real, write as a practitioner in public.

Building

AI governance infrastructure, not frameworks on paper. Colloxa is the current focus: technical enforcement and evidence for regulated enterprises under POPIA, GDPR, the EU AI Act, and ISO 42001.

See governance infrastructure

Delivery

At Lula, a Cape Town fintech, I lead delivery across engineering, product, and compliance. Seven years turning ambiguous requirements into systems that run in regulated environments.

See delivery track record

Writing

The Control Plane is the public record: AI governance from someone building the infrastructure. Tries Too Hard and my books carry judgement, leadership, and the human side of systems.

Read The Control Plane

Built from complexity

Why Africa matters for governance infrastructure

Most governance vendors are built in jurisdictions with one dominant regulatory concern. Building from South Africa means building inside regulatory layering: POPIA plus GDPR plus the EU AI Act plus global norms, at the same time. Constraint produces infrastructure-first thinking. It is operational realism, not geography pride.

Read the Africa essay

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

Next

Follow the work.

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