Systems and methods for increasing throughput of print jobs in a print shop environment are disclosed. A system may include a plurality of resources, a print job workflow management system that coordinates a flow of print jobs with respect to the plurality of resources, and a processor-readable storage medium in communication with the print job workflow management system. The processor-readable storage medium may contain one or more programming instructions that, when executed, direct the print job workflow management system to receive print job characteristics pertaining to a plurality of print jobs processed in the print shop environment. Data determined based on the received print job characteristics, including a form type utilized in the print shop environment for each job and a print volume associated with each form type, may be provided. The plurality of resources may then be assigned based on the print volume associated with each form type.