Under the Hood: A Unified ML Framework Driving AI Experiences in Mercedes-Benz Vehicles

Managing AI at Mercedes-Benz scale requires a seamless bridge between data and deployment. This session breaks down our unified ML framework: a single ecosystem orchestrating data pipelines, model training, fine-tuning, and comprehensive job tracking. Learn how we architected this platform to support the dual demands of low-latency real-time inference and high-throughput batch processing for vehicles and internal users.