In a period, in which technological development dominated the socio-economic scene, with an aim of evolving and adapting to human needs, the Artificial Intelligence sector could only become the centre of scientific research. When the keyword becomes "comfort", the automation world is highly considered: machine learning, from this point of view, is of great interest for the human assistance process. The focus of the following thesis research is, in particular, to recreate a case study in which the concept of machine autonomy embraces the theme of mobility. The automotive industry, in fact, has concentrated for many years a large part of its resources in the implementation of assisted driving systems and, more recently, autonomous driving.