This website is built as a deliberately polished piece of satire for leaders who wanted to jump on the bandwagon without understanding AI, change management, or how multi-team organisations actually work. Could you tell the difference between a real AI operating model and a fake one?

The AI-First Operating Model is a leadership-facing concept that reframes AI as an organisational capability, not a gadget or a pilot. It recognises that AI adoption succeeds only when business intent, team design, workflow flow, governance, and learning loops are aligned as one system.

Zhi Lee brings an engineering background and a decade of experience helping organisations reduce waste, align at scale, and embed better ways of working into complex multi-team environments. He has supported teams in large financial enterprises to understand and adopt AI in ways that are practical, measurable, and sustainable.

The purpose of this site is not to glorify hype. It is to make the point that AI without operating design is expensive theatre. True transformation requires clarity, capability, and disciplined organisational change.