Advanced driver assistance systems already help drivers reach their destinations safely and more comfortably. Future systems will evolve from driver assistance over highly automated vehicles to fully automated driving. In this talk we outline the Bosch roadmap for future automated vehicles, assess the key challenges for introduction and give an overview of the major algorithmic components.