Uber Investing $1.25 Billion by 2031 in Rivian for 10,000 R2 Robotaxis

Michael Strong
by Michael Strong

Rivian not only knows how to build sought-after electric vehicles (EV), but it’s very good at attracting investors. The latest being Uber which plans to invest $1.25 billion over the next five years to purchase 10,000 autonomous R2 robotaxis.



The plan calls for Uber to invest $300 million right away with the remainder coming pending regulatory approvals. The first R2-based robotaxis will begin testing in San Francisco and Miami in 2028, according to the company.

“We couldn’t be more excited about this partnership with Uber — it will help accelerate our path to level 4 autonomy to create one of the safest and most convenient autonomous platforms in the world,” said RJ Scaringe, founder and CEO of Rivian, in a release. 

The self-driving cabs will use Rivian’s third-generation autonomous technology, which is expected to be ready by the end of this year. Automakers don’t all share the same mindset when it comes to the technology needed for safe, self-driving vehicles. 


Rivian’s newest platform features a multi-modal sensor suite including 11 cameras (65 megapixels), five radars and one lidar. The consumer platform is driven by two of Rivian’s in-house RAP1 chips, capable of 1,600 TOPS (trillions of operations per second).  

This platform pairs advanced connectivity and onboard intelligent data collection, along with data from all onboard sensors to power Rivian’s data flywheel with real world data from the customer fleet, including the critical 3D LiDAR point clouds essential to the rapid progression of advanced end-to-end Physical AI, the company says.

“The scale of Rivian's growing data flywheel coupled with RAP1, our state-of-the-art in-house inference platform, and our multi-modal perception platform make us incredibly excited for the rapid advancement of Rivian autonomy over the next couple of years,” Scaringe said. 


If the test vehicle hit all their milestones, the companies will have deployed thousands of unsupervised Rivian R2 robotaxis across 25 cities in the U.S., Canada, and Europe by the end of 2031. The companies also have the option to negotiate the purchase of up to 40,000 more autonomous Rivian R2 vehicles beginning in 2030. 

Uber is just one of several investors in Rivian, the largest of which being Volkswagen. The German automaker is expected to plow as much as $5 billion into Rivian to gain access to its battery and other EV-related technologies, which are largely expected to help bring its new Scout brand to life.

Rivian’s other large investor is Amazon, which has a $1.3 billion deal with the automaker to develop and build all-electric delivery vans and related tech. Thousands of these purpose-built vehicles are in use across the country right now. 


Michael Strong
Michael Strong

Michael Strong has spent more than 25 years writing about the automotive industry. A Detroit-area native, he’s written about everything from local car shows to product reviews to financial news. Currently he writes and edits for a variety of national and local publications. He’s also a longtime member of the Automotive Press Association and the International Motor Press Association, and a graduate of Georgia Southern University. Hail Southern! Despite a love for ’70s land yachts and BMWs from the late ’80s and early ’90s, his personal vehicle is neither of those.

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  • SCE to AUX SCE to AUX on Mar 19, 2026

    "The plan calls for Uber to invest $300 million right away with the remainder coming pending regulatory approvals."


    Without regulatory approval, Uber is prevented from wasting $925 million more.


    I like Rivian and the R2, but this is a fool's venture with a long timeline.

  • Forward Observer Forward Observer on Mar 19, 2026

    I was looking at robotic mowers yesterday and some of them have LiDAR.

    The Amazon Rivian EDV stopped by today and once again did not burst into flames. (I am starting to think some TTACers have questionable ideas about vehicles...)

  • Forward Observer The last time I had a door off my truck I hung it from my Little Giant ladder. But I was only replacing the hinge pins.I'm sorry if this sounds smarmy or smug, I am working on my people skills. (My therapist says I have a long way to go to catch up with some of you.) Would smarmy and smug come in handy if I worked for an automotive dealership? (I wonder.)
  • Arthur Dailey Auto 'journalists' should stop referencing the average new car purchase price and instead report on the mean price. We all understand that the glue of luxury vehicles and full size pickups inflate the average price.For me, 'affordable' hovers around the $35k mark.Under current N.A. standards, hatchbacks, stations wagons and non-luxury coupes are basically a lost cause.Personally I would like to see Canada convert to accepting vehicles that have passed the European standards, rather than adhering only to N.A. standards. That would allow for the importation of vehicles such as Dacias, Skodas, and yes more Fiats. Also some models for Japanese and Korean manufacturers that currently are not sold in North America. It may even help Mitsubishi in the Canadian market and allow for the return of Suzuki. Having more small, affordable vehicles available is not a bad thing.
  • The original ToolGuy™ Doubt we will see any new vehicle in the low 20s unless it is an EV and Chinese but wouldn't count on that happening. Not against more affordable vehicles but don't foresee that happening in the immediate future.Jeffs do you do any research before making ignorant comments? We have brand new vehicles sold today in the low 20s including the Hyundai Venue that starts at $20,550.
  • KwikShiftPro4X That ship has sailed. The new cheap/base car will be $30G.
  • The original ToolGuy™ We have inexpensive cars already
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