Airbiquity, Cloudera, NXP, Teraki, and Wind River have teamed up to provide an integrated solution from vehicle edge to cloud addressing the challenges associated with a fragmented machine learning data management lifecycle. The group has collaborated to define, implement and offer a data lifecycle platform enabling and optimizing future connected and autonomous vehicle systems. The state-of-the-art hardware, software, and cloud data platform used for data collection, analysis, and OTA software updates showcases continuous training and improvement of advanced use cases and autonomous driving functions for production vehicles.