System Operator // Cape Town → Global

Scaling Products. Building Ventures. Hardening AI.

Product & growth leadership, productized consulting, and active venture building — a unified ecosystem of expertise.

Engagement Architecture

Evidence Ledger

Measurable Deltas
Domain Initiative & Scope Outcome (Delta) Pillar
Venture
Pet Basics: Group-Buys to Platform
Identified niche in specialised husbandry. Validated via group-buys. Built custom e-commerce engine.
Side experiment → Turnkey platform with external investment Builder
Growth
CPaaS Lifecycle Engagement
Designed cross-channel engagement architecture mapping customer lifecycle to comms channels.
Fragmented comms → Unified engine driving 34% activation uplift Leader
Architecture
Platform Architecture at Scale
Led architectural decomposition enabling partner integrations.
Monolith → Modular platform supporting 3 layers (6wks to 8d cycle) Leader
AI Systems
Governed AI Pipeline
Designed robotics-integrated framework with audit-trail compliance.
Manual → Governed automation with human-in-the-loop Expert

Advisory Sprints

[ 30 DAYS ]

Growth Pilot

Your funnel leaks, activation stalls, or retention flatlines — and you're not sure where the bottleneck is.

Initialize Audit →
[ 4-6 WEEKS ]

AI Implementation Sprint

You want AI in your product but need a governed, right-sized approach — not a science experiment.

Initialize Sprint →
[ 2-4 WEEKS ]

GTM Strategy

You have a product but no clear market-entry hypothesis, positioning, or channel strategy.

Map Strategy →
[ ONGOING ]

PM Coaching

Your product team is underperforming or you're building PM capability from scratch.

Assess Capability →