A hybrid cloud integrator provides a capability for integrating data processing resources provided as services across a hybrid cloud. The hybrid cloud integrator includes a software framework that provides for installing, configuring, activating, and controlling operation of a number of plug-in software components. The plug-in software components are configured to provide for using data processing resources provided as a service to process a consumer workload.