Real-world ADAS and autonomous-driving programs generate massive volumes of driving logs and sensor data. Turning that data into usable engineering input remains a bottleneck. In this talk at the AWS booth in Munich (2025), Ottometric explains how ADAS/AV teams work with real-world vehicle data across development, analysis, validation, and release decisions. Topics include data distillation, KPI computation, workflow orchestration, and failure-case analysis.