Rivian is preserving the natural world for future generations with revolutionary Electric Adventure Vehicles (EAVs). With over 11,000 EAVs on the road generating multiple terabytes of Internet of Things (IoT) data per day, the company is using data insights and machine learning (ML) from Databricks running on AWS to improve vehicle health and performance. However, with legacy cloud tooling, Rivian struggled to cost-effectively scale pipelines and spent significant resources on maintenance— slowing their ability to be truly data-driven. Since moving to the Databricks Lakehouse Platform, Rivian now understands how a vehicle performs and how this impacts the driver using it. Equipped with these insights, Rivian is innovating faster, reducing costs, and ultimately, delivering a better driving experience to their customers.