The launch of a self-driving vehicle has become a decisive focal point of automotive stakeholders. They have invested billions of dollars and put their best resources for completing the task of making autonomous cars a reality. Currently, a vehicle is equipped with a variety of electronic components and advanced driver assistance systems (ADAS) to sense the environment around it and exchange signals with entities outside it. The entire process of communication with external entities requires a huge amount of data that is generated and used to implement machine learning with algorithms in the computer system of the vehicle. This is how OEMs and automotive Tier I suppliers along with non-automotive players plan to make autonomous vehicles a reality. Hence, reliable automotive software is the ultimate key to implementing AI and develop semi-autonomous and autonomous cars.