
01 · 01 · Understand
Understanding AI through the business lens.
Start from the business, not the technology: markets, functions, friction and where AI could genuinely matter.

Taking a manufacturer's leadership from scattered AI experiments to a strategy they shaped, and own.
The opportunity
Growth and digital goals were ambitious, but AI work was early, fragmented and spread across teams, with no shared view of where it could create real value. The job: turn isolated experiments into a direction leaders could understand, shape and own.


From a team unsure what AI could do, to leaders who own where it goes next.
Our approach
We designed the engagement to move leadership from the organisation’s reality, to building with AI, to a direction they could carry forward themselves.

01 · 01 · Understand
Start from the business, not the technology: markets, functions, friction and where AI could genuinely matter.

02 · 02 · Build
Leaders stopped watching and started making: real challenges, practical AI tools, concepts to test together.

03 · 03 · Own
The room shaped its own North Star, commitments and roadmap, so the strategy belonged to the people carrying it.
Under NDA
This project is under a non-disclosure agreement, so the full story isn’t public. I’m happy to walk you through it, the decisions and the work, in person or on a call.
What’s inside