Explore StradVision's transformative journey from startup to Vision AI leader serving 13+ automotive OEMs including BMW in this AWS re:Invent 2025 conference talk. Discover how this Vision AI company successfully migrated over 1 petabyte of data from on-premises infrastructure to Amazon S3 and leveraged AWS services including EKS, ECS, and GPU instances to revolutionize their ADAS/AV model development process. Learn about the technical architecture and implementation strategies that enabled StradVision to deploy their Vision AI perception software across 3+ million vehicles while significantly reducing data processing time, improving latency for data labeling workloads, and accelerating AI model development cycles. Gain insights into the specific AWS services and best practices that supported their scale-up from startup to enterprise-level operations, including cloud migration strategies, containerized workload management, and GPU-accelerated machine learning workflows that power autonomous vehicle perception systems.