This paper explores some of the potential challenges facing the introduction of autonomous cars, especially in the absence of a clear definition of what an autonomous system is. The automotive industry is currently transitioning toposition itself to introduce autonomous cars to the global market. This paper discusses autonomy from the standpoints of the aerospace and automotive industries, focusing on Unmanned Aerial Systems and autonomous cars.