With the development of scalable, full-stack software and hardware systems based on AI, Continental and Ambarella are jointly paving the way towards autonomous mobility. Due to the growing amount of data, the complexity in the vehicle is increasing. Growing automated and ultimately autonomous mobility, therefore, requires a central approach with a high-performance, yet energy-efficient system-on-chip (SoC)-based system.