AI isn’t just changing the tools companies use. It is changing the economics, structures and assumptions those companies were built on.
The old playbook is obsolete
Most organizations still approach AI as a layer on top of existing products and workflows. The more useful starting point is first principles: if intelligence is abundant, what should the business become?
Transformation starts when the question shifts from “where can we add AI?” to “what would we design if AI were native?”
Build the evidence
Strategy becomes valuable when teams can test it against real customers, real work and real operating constraints. Make the future tangible, measure it, and scale what works.
