This stream delves into the latest breakthroughs in data processing and their role in enabling safe and reliable autonomy. Explore how intelligent data pipelines, high-throughput architectures, and real-time processing push the boundaries of perception and decision-making in L3–L5 vehicles. Gain insights into next-gen data labeling, edge-cloud orchestration, and robust data management strategies in complex environments. Finally, discover how AI-powered data systems enhance efficiency, ensure data integrity, and drive the future of scalable autonomous mobility.