I turn policy into systems that enforce it.

Systems builder in AI governance and privacy for regulated enterprises. Based in Cape Town, working across product, delivery, and public writing.

  • Colloxa: governance infrastructure
  • Lula: delivery leadership
  • The Control Plane: field notes
Elvis Tapfumanei in Cape Town
Cape Town · Building globally
Pilot by invitationFlagship product · AI Governance Infrastructure

Governance that runs in production.

AI governance infrastructure for regulated enterprises: a control-and-evidence layer that enforces policy at runtime and produces regulator-ready records.

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

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

Frameworks: POPIA, GDPR, EU AI Act, ISO 42001

Four fabrics: Control, Evidence, Agentic Risk, Trust Operations

Pilot by invitation

Technology, governance, and execution

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

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 →︎

Why Africa matters for governance infrastructure

Most governance vendors are built in jurisdictions with one dominant regulatory concern. Building from South Africa means working across POPIA, GDPR, the EU AI Act, and global norms at the same time. That regulatory complexity produces infrastructure-first thinking and operational realism.

Read the Africa essay →︎

Follow the work.

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