Methods and systems may provide for receiving, at a controller, a notification of a workload submission by an application lacking system level privileges. Additionally, the controller may be used to schedule a transfer of the workload submission to a graphics hardware component for execution, wherein the controller has system level privileges. In one example, the transfer bypasses an operating system and a kernel mode driver associated with the graphics hardware component.