Most companies are adding AI to an org chart drawn for the last century. The tools change, the structure stays, and the gains stay small. We start from the other end: design how the work should run when software can reason, then grow the company around it.
I Roots
Start from the work
Map how value actually moves through a business, then redraw roles, handoffs and decisions around it. The structure changes first, the tooling follows.
II Rings
Systems that compound
Agents trained on real workflows, corrected by domain experts and measured on outcomes. Every cycle of work makes the next one better.
III Canopy
People where judgment lives
Humans own the relationships, the hard calls and the accountability. Machines carry the rest. Smaller teams, higher standards.