The present invention relates to a system for automating processes, and in particular to a system for optimizing the distribution of work items among available processing resources within such a system. The system includes an active queue controller, executed on an application server that manages the creation and deletion of virtual machines on available resources while querying a data store for work items and instructions for executing that automated processes.