Org design in the age of AI

As companies integrate AI into workflows, traditional organizational hierarchies designed around expensive information translation face fundamental disruption. The author shows that hierarchies primarily serve as information-routing mechanisms; as AI compresses translation gaps between roles (PM to prototype, code to tests, customer signals to decisions), the sequential assembly-line model of product development gives way to autonomous squads and continuous delivery. Competitive advantage shifts from execution speed to organizational learning speed—how quickly companies restructure around AI's capabilities.