I help organizations grow up, commercially.
Advisor, writer and builder working at the intersection of commercial intelligence, industrial transformation and global opportunity.
I study how organizations create commercial advantage in increasingly complex environments.
My work sits at the intersection of commercial intelligence, customer intelligence, artificial intelligence, digital commerce, and organizational transformation.
Through original frameworks, research, and observations from real-world transformation initiatives, I explore how leaders can make better decisions, build stronger systems, and unlock sustainable growth.
What I believe
- Technology should serve strategy.
- Data should drive decisions.
- AI should create outcomes.
- Transformation should improve how people work.
- Growth comes from understanding customers better than competitors.
How I work
Some of it is advisory: helping leadership teams connect their data, CRM, ecommerce and AI into a single commercial engine. Some of it is writing: Operator's Margin, a newsletter read by operators who'd rather understand the mechanics than the hype. And some of it is building. The frameworks on this site are the working models I return to again and again.