Software is the new core of the automobile and commercial vehicles. AI, machine learning and digital twins are redefining processes, timelines, and engineering logic — shortening the journey from concept to road. This session explores how software/hardware architectures impact engineering, safety, user experience, and autonomous driving, all within the highest cybersecurity requirements.