Sonatus Collector provides an intelligent, efficient, and flexible way to automate the collection of data for enhancing vehicle functionality and performance, troubleshooting issues, and opening new monetization opportunities. Sonatus Collector is built on the foundation of lightweight and fine-grained collection policies that can be customized and triggered for collecting just what’s needed, when it’s needed, avoiding costly and complex OTA changes and bulk data transfers. These policies can be deployed on select groups of vehicles ranging from just a few to millions. With Sonatus Collector, OEMs and partners can use data for a wide range of use cases, from improving battery performance and range estimates, to using multi-sensor inputs for improving ADAS performance, and diagnosing issues in the field. The variety of precise vehicle and driver behavior data that can be collected can also be used for offering new features and services that provide additional sources of revenue.