This document discusses principles for reducing organizational complexity at scale. It argues that complexity is the main cause of dysfunction in large organizations and must be reduced. It provides examples of how complexity negatively impacts organizations with thousands of employees across multiple sites. The document then outlines several principles for product development organizations to reduce accidental complexity, including: having end-to-end product teams rather than component-based teams, minimizing product components, focusing on factors that drive product complexity, and establishing minimum viable product owners. It advocates for building a learning organization where teams have both technical and business domain accountability.