Problems
What will AGI do for Capacity Per Headcount Scaling?
Service businesses and knowledge-work firms face a hard operational ceiling where revenue growth requires a proportional increase in human employees. Agencies, accounting practices, and business process outsourcers must hire a new worker for every marginal unit of service sold. This locks these firms into a linear growth model where margins degrade at scale due to the compounding costs of recruiting, training, and management overhead.