Outcome
Better work, not just faster work
Repeatable workflows and review habits that raise quality and reduce rework.
ABOUT
I combine product design experience with ISO/IEC 42001 certification to help South African organisations adopt AI responsibly.
Outcome
Repeatable workflows and review habits that raise quality and reduce rework.
Risk
Clear guidance on what not to paste, what to document, and who is accountable.
Adoption
A shared method so teams stop improvising and start working with intent.
Why I do this
Most teams have already started using AI, but few have a shared method for quality, data, review, or accountability. The aim is capable people working inside sensible guardrails.
How I work
These principles guide every advisory, training, and sprint engagement.
Workflows your team can use immediately, not generic hype or tool demos.
Privacy, security, and IP safety baked into prompts, policies, and review steps.
Lightweight checks so AI output gets reviewed before it reaches clients or decisions.
Designed around real constraints: budgets, skills, and what teams can sustain.
About
I have designed products, services, and workflows across financial services, healthcare, research, retail, property, and technology.
Today I combine hands-on AI practice with governance discipline. The goal is to help leaders make sound decisions and teams build ways of working they can sustain.
ISO/IEC 42001:2023
Certified
ISO/IEC 42001 is the international standard for AI management systems. My certification covers how organisations should govern AI risk, evidence, and the alignment between policy and practice.
In practice, that means plain language, clear ownership, repeatable workflows, and guardrails your organisation can stand behind.