Vayu Drive is a transferable autonomy stack that can adapt across different domains. By using a sim-first approach, Vayu Drive allows for representation learning, robust behavior planning and a fast iteration cycle. Only 100 hours of real-world data collection enables Vayu Drive to work across multiple operational domains, making it an ideal solution for a diverse set of industries and applications.