This document discusses running an agile Fortune 500 company. It notes that scaling an organization is based on structured principles, not magic. When a company grows from 100 to 5,000 employees, operational failures can occur if managers don't understand two key laws: the law of diminishing returns and economies and diseconomies of scale. As companies scale, managers must address 20 dimensions to avoid culture dilution, strategic ambiguity, and other issues that hamper organizational scalability. Constantly recognizing and addressing these dimensions is needed over simply focusing on short-term metrics.