A mobile work machine includes a frame and a ground engaging element movably supported by the frame and driven by an engine to drive movement of the mobile work machine. The mobile work machine includes a movable element movably supported by the frame to move relative to the frame and an actuator coupled to the movable element to controllably drive movement of the movable element. The mobile work machine includes a sensor that detects an operation characteristic and generates a sensor signal, indicative of the operation characteristic and a grade control system that receives the sensor signal from the sensor and determines a spillage metric, based on the sensor signal. The mobile work machine also includes a control system that generates an actuator control signal based on the spillage metric. The control signal is indicative of a commanded movement of the actuator. The control system controls the actuator to perform the commanded movement.