When a systems decision needs a shared business picture
A strategic note on a large UK retailer, a second attempt at unification, and how discovery helped create a shared business, technology and executive picture.
Notes
Notes on technology judgement, AI hardening and responsible change.
Notes are where I make the judgement visible: specific situations, decisions, failures and hardening work behind production-ready technology.
Programmes and transformation
Enterprise-scale judgement
AI-assisted build
Hands-on AI-era execution
What building a multi-script static web app with AI taught me about UX and domain precision
A practical note on a multi-script static reader: hierarchy, transliteration, navigation and the difference between running code and usable software.
What building this site with AI taught me about production-readiness
A practical note on this site build: what AI helped with, what broke, what had to be challenged, and why generation still needs ownership.