Problem
THE TRUTH BENEATH THE REQUEST: WHO NEEDS SOMETHING, WHAT IS BLOCKING THEM, WHY IT MATTERS NOW, AND WHAT MUST NEVER BE LOST.
Human-centred
AI practice
I go deep before I go wide: users, business, systems, constraints, and the future the product needs to create.
THE TRUTH BENEATH THE REQUEST: WHO NEEDS SOMETHING, WHAT IS BLOCKING THEM, WHY IT MATTERS NOW, AND WHAT MUST NEVER BE LOST.
A USEFUL CHANGE IN BEHAVIOUR, MADE TANGIBLE THROUGH SYSTEMS, INTERACTIONS, TRUST, CRAFT, AND CAREFUL DELIVERY.
Listen before shaping.
Prototype before committing.
SEVEN CONNECTED MOVES, BUILT TO HELP TEAMS UNDERSTAND THE PROBLEM, SHAPE THE EXPERIENCE, USE AI RESPONSIBLY, LEARN EARLY, AND SHIP WITH CARE.
AI can generate options. Only people can understand pain, context, dignity, and what remains unsaid.
01Complex systems earn trust when they make the next step obvious and the consequences understandable.
02Transparency, control, explainability, and graceful failure are part of the experience, not compliance notes.
03New tools matter only when they help us move closer to something genuinely useful and human.
04Seven phases / one connected practice
Name the tension before drawing the solution. Align who it serves, what must change, the constraints, the risks, and the proof of success.
Output / A shared problem worth solving.Watch real behaviour. Listen for contradictions. Stay close long enough for the evidence to challenge the brief.
Output / Insight that changes the direction.Turn evidence into choices: what to prioritise, how the journey should flow, and where the product can create distinct value.
Output / A north star people can act on.Decide where intelligence earns its place, where people stay in control, and how uncertainty, confidence, and failure become visible.
Output / AI people can understand and steer.Prototype the behaviour, not only the screen. Test responses, decisions, edge cases, fallback states, and the moments people need control.
Output / Answers before expensive commitments.Stay close to the build. Protect the intent through trade-offs, review the real experience, measure behaviour, and keep refining.
Output / A shipped product that keeps its promise.Teach the why, not just the artefact. Make the reasoning visible through workshops, walkthroughs, critique, and shared language.
Output / A team that can carry the thinking forward.01Empathy cannot be automated.
02Clarity beats complexity.
03Trust is a design feature.
04Slow thinking builds fast products.
05Design is business thinking.
06Technology is a material, not a destination.