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I turn requirements into enforceable systems.

Elvis Tapfumanei
AI governanceTechnical delivery

For regulated technology teams, I translate product, delivery and AI governance requirements into operational controls, accountable workflows and defensible evidence.

Approved requirements break down between policy and production.

Requirements weaken as they pass between Product, Engineering, Operations and governance teams. Ownership fragments, controls depend on judgement, exceptions go unmanaged and evidence arrives too late.

I close that gap.

Requirement → executionControl path

Approved intent

Policies, standards and decisions.

Enforceable system

Controls, workflows and records.

Owner

Named

Control

Working

Evidence

Preserved

Assess. Implement. Pilot.

Three routes through the same operating problem, beginning with the smallest useful unit of proof.

Assess the gap

Map one material workflow and expose its control, ownership and evidence gaps.

What you leave with

A workflow map, gap register and prioritised action plan.

Lead implementation

Coordinate Product, Engineering, Operations and Risk until the controls work in practice.

What you leave with

Delivery ownership, dependency control and decision-ready reporting.

Deploy a controlled pilot

Test runtime policy enforcement, exception handling and evidence generation on one use case.

What you leave with

A bounded use case, configured control path and findings report.

Evidence from implementation.

Selected outcomes from workflows and platforms I helped deliver.

AI-assisted quality assessment

Regulated operations

Turned call transcripts into structured scoring, human review and role-based reporting.

Internal reporting; employer anonymised.

75%
Reduction in QA evaluation time
US$12k
Annual operating cost avoided

Automated professional registration

Regulated healthcare

Connected five systems and automated professional verification.

10,000+
Registrations processed
95%
Automation
48 hours
Approval time, down from two weeks

Multi-partner integration delivery

Fintech platform delivery

Coordinated partner dependencies across a multi-release roadmap.

15+
Retail partner integrations
8
Major releases coordinated
Review selected work →

Bring one workflow that matters.

Start with an execution assessment to find where control is breaking and what must change.

Discuss a workflow