NVIDIA has a diverse range of offerings in the automotive AI market, which includes DRIVE PX, DriveWorks, DGX-1, HD Mapping, AI Co-Pilot, and advanced driver assistance systems. NVIDIA gives OEMs, tier-1 suppliers, mapping companies, automotive research institutions, and startups the power and flexibility to develop and deploy AI systems for self-driving vehicles. The company invested 26.55% of its revenue in R&D activity in 2016 with an aim to boost new product development. NVIDIA has partnerships with various automotive companies, including Audi, Toyota, Tesla, Mercedes-Benz, Volvo, Honda, and BMW