Databricks + Rivian The AI That Makes Cars Smarter Over Time
Rivian uses Databricks Genie and fleet ML to make vehicles continuously improve over time
“We're collecting a tremendous amount of data, tens of thousands of data points from the vehicle. This turns into petabytes of data that we stream up into the lake house, and then using machine learning, using Genie, we're able to learn from that data.”
Rivian is streaming petabytes of vehicle telemetry, sensor, and video data into Databricks' lakehouse, using Genie and ML to extract learnings from the fleet and propagate improvements back to all vehicles monthly. This inverts the traditional product-decay curve, positioning the car as a software product that gets better with use. It is a concrete enterprise ML deployment story, but the AI signal is primarily a Databricks Genie marketing case study rather than a novel research or industry-shaping development.