In the early 20th century, sociologist Max Weber noted that sweeping industrialization would transform how societies worked. As small, informal operations gave way to large, complex organizations with clearly defined roles and responsibilities, leaders would need to rely less on tradition and charisma, and more on organization and rationality. He also foresaw that jobs would need to be broken down into specialized tasks and governed by a system of hierarchy,