The "revolution" began with the railroads. McCallum, the superintendent, wanted a system to be devised that would control the ever growing market. "Step by step the trunk lines separated overall management from day to day operations, departmentalized operations by function, defined lines of communication, and perfected cost accounting methods enabling managers to assess performance of operating units."