CARIAD is on a quest to transform mobility and develop the tech stack of the future. Since vehicles have grown evermore complex, it is crucial for CARIAD to develop the VW.OS (Volkswagen Operating System), which abstracts hardware and software. AI development is a new form of software development, which also needs to be supported by the VW.OS. Data scientists developing AI-based applications for the car of the future need access to an AI.SDK, which will simplify data-driven development for them. We will discuss with you the general machine learning development workflow, and which tools you would need to safely develop AI-based applications for a car.