1. A computer-implemented method for managing resource dependent workflows, the method comprising: receiving, at a resource control computing device, a set of requests for authorization to access a computing resource associated with at least one workflow stage, wherein each of the set of requests is received from one of a plurality of computing devices, and wherein the resource control device is configured to allocate access of the plurality of computing devices to the computing resource during implementation of a resource dependent workflow by the plurality of computing devices; determining that a level of availability of the computing resource is below a threshold level, wherein the level of availability of the computing resource is determined in accordance with an allocation of the implementation of the at least one workflow stage to the plurality of computing devices; transmitting to a first computing device of the plurality of computing devices instructions to at least temporarily pause the at least one workflow stage; receiving a status identifier from the first computing device, wherein the status identifier indicates that the first computing device is awaiting authorization to access the computing resource; determining that a level of availability of the computing resource is above a threshold level; and transmitting to the first computing device instructions to process the at least one workflow stage.