Chengwu Tech Stack

Jul 30, 2026 · R&D Management

AI Transformation: Why 3, 10, and 30-Person Companies Need Different Org Structures

This article analyzes how organizational structure must evolve across three company sizes during AI transformation: 3-person teams focus on rapid validation with composite roles, 10-person companies need stable replication through shared governance and templates, and 30-person companies require autonomous delivery pods with centralized governance to enable parallel execution while maintaining standards.