Signals are from a plurality of sources representing aspects of the vehicle and an environment surrounding the vehicle. An autonomous confidence factor is developed based on component confidence levels for at least one of the signals. Control of the vehicle is transitioned between levels of autonomous control based at least in part on the autonomous confidence factor.