Why AI productivity gains at the individual level aren't translating to organizational results

Summary

A senior tech executive shares that despite individual productivity gains from AI coding tools like Claude Code (more lines of code, more pull requests), organizational-level gains are not proportional — "one plus one plus one plus one equals one-and-a-half." Uber's COO similarly notes the disconnect between AI investment and results. The article provides a framework for understanding AI transformation challenges at the firm level, focusing on the gap between individual and organizational productivity improvements.