Uber unveils 500-vehicle fleet to collect data for robotaxi partners

Uber Launches 500 Sensor-Equipped EVs to Collect Robotaxi Training Data

Uber on Wednesday unveiled a prototype Hyundai Ioniq 5 loaded with cameras, lidar, and radar as the foundation for a 500-vehicle global fleet designed to harvest driving data for its growing roster of autonomous vehicle partners.

A Data Play, Not a Robotaxi

The modified electric vehicle, fitted with 14 cameras, eight solid-state lidar sensors, and nine radars, represents the most visible output yet from Uber’s AV Labs division, which launched in January to address what the company calls the autonomous driving industry’s central bottleneck: access to diverse, real-world training data. Roush Performance will handle the retrofitting of the vehicles, while all collected data will be processed on Nvidia’s Drive Thor in-vehicle computer.yahoo

Uber said it expects 50 of the vehicles to be operational by summer, with the full 500-unit fleet rolling out globally through the end of the year. At scale, the company projects the fleet will collect 2 million miles per month of high-fidelity driving data for its more than 30 AV partners, which include Waymo, Avride, and WeRide.mezha

From Operator to Infrastructure Provider

The initiative marks Uber’s first meaningful return to operating sensor-equipped vehicles on public roads since 2018, when one of its autonomous test cars killed a pedestrian in Arizona. But the company stressed that these vehicles will not operate autonomously — human drivers will complete regular Uber rides while the sensors passively record surrounding conditions.techcrunch

“Our goal, primarily, is to democratize this data,” AV Labs head Jai Naga told TechCrunch when the division launched in January. “The value of this data and having partners’ AV tech advancing is far bigger than the money we can make from this.”techcrunch

Long-Term Ambitions

Uber has signaled that the dedicated fleet is only the beginning. In May, TechCrunch reported the company’s eventual aim is to equip its millions of human drivers’ personal vehicles with sensor kits, turning the entire network into a data-collection grid for AV and AI companies. Uber has also indicated its willingness to modify sensor configurations as partner needs evolve.techcrunch

The AV Labs data effort sits alongside Uber’s broader autonomous strategy, which includes a partnership with Nvidia announced in October 2025 to deploy up to 100,000 Level 4 robotaxis beginning in 2027.nvidia