Transformation in Practice
What transformation actually looks like from the inside
Experiments, observations, and lessons from learning, working, and navigating change.
This is not a thought leadership platform built on polished certainty. It is a working document — a record of what I am trying, what is working, and what is not. If you lead organisations through change, I hope you find something useful here.
Thinking in practice, not in theory
Two threads
The work, the thinking, the questions
AI Experiments
A collection of AI tools and agents I have built for real-world problems — shared here to make the work visible and to hear from others working through the same questions.
Read more →Leadership & Transformation
Reflections on leading organisations through change — the decisions that cannot be delegated, the signals that matter, and the parts of the work that rarely get documented.
Read more →Reflections
What I am thinking about
Editorial articles on AI, leadership, transformation, and sustainability — written from practice, not from a podium.
What the KPIs Weren't Telling Me
The metrics weren't good. The obvious response would have been to tighten controls and increase oversight. Instead, I spent time talking to the team — and what I found changed how I think about accountability, purpose, and what actually drives performance.
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Building in Public, Breaking in Private
Building this website forced me into a black terminal screen, commands I barely understood, and error messages appearing faster than I could look them up. What it really forced me into was becoming a beginner again.
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AI Applied to Real Work: Designing for Clarity
I didn't set out to build a suite of career tools. The starting point was much smaller — a question that kept surfacing in my training classes. What I built in the process changed how I think about where AI genuinely earns its place.
Read article →Selected Work
What I am trying — and what I am learning
Structured entries documenting experiments: what I tried, what worked, what was difficult, and what comes next.
Boardroom Coach Simulator
An AI simulation environment for practising high-stakes conversations — interviews, investor pitches, stakeholder negotiations — with persona-based questioning and a debrief that surfaces behavioural patterns.
Career Intelligence Agent
An AI agent that translates fragmented career experience into direction — monitoring roles, scoring fit, and delivering a structured weekly report before the week starts.
"This site isn't a collection of frameworks. It's a record of what I actually tried — what worked, what didn't, and what I'd do differently next time."
TiP — Transformation in Practice is a platform documenting real experiments at the intersection of AI, operations, leadership, and sustainability. It is built for people who lead organisations through change and have had enough of content that sounds useful but isn't.
The work here is not advisory. It is experiential. Every entry documents something I have actually built, tested, or thought through — with the roughness that honest reflection requires.
About this platform