BMW and Qualcomm have partnered to develop an advanced automated driving platform on AWS for BMW's Neue Klasse vehicles. The platform enables efficient data collection, processing, and simulation for Level 2+ and Level 3 autonomous driving features. Key aspects include a self-service UI, reusable infrastructure-as-code modules, and a flexible event-driven architecture allowing collaboration between BMW, Qualcomm, and other partners. The platform utilizes AWS services like EC2, EKS, and SageMaker to handle petabytes of sensor data and run large-scale simulations. A demo showcased data visualization capabilities for developers using tools like NICE DCV and FoxGlove Studio. Overall, the cloud-based platform aims to accelerate development and time-to-market for BMW's next generation of automated driving technologies.