Rivian outlines autonomy roadmap: point-to-point R2 driving by late 2026, Uber robotaxis planned for 2028

Rivian is trying to turn a small electric-vehicle business into a bigger autonomy play by tightly integrating its own chips, software and sensor suite, with late-2026 consumer point-to-point driving targeted for the R2 and Uber-backed robotaxi deployments planned for 2028.

That ambition matters because Rivian is still a niche automaker by industry standards, even as it chases the same opportunity that has drawn Tesla, Waymo, Uber and established car companies: using software-defined vehicles and increasingly capable driver-assistance systems as a bridge to broader self-driving businesses. An in-depth feature published Tuesday by IEEE Spectrum detailed Rivian’s roadmap and a hands-on demo of the system, citing company executives and engineers.

For consumers, Rivian’s paid driver-assistance package is branded Autonomy+. Rivian says it costs $49.99 a month or $2,500 upfront, and that new R2 deliveries come with a 60-day trial. The company says its next major step is point-to-point driving on mapped roads in the U.S. and Canada, targeted for the R2 by late 2026 and for newer R1S and R1T vehicles through over-the-air software updates.

Rivian began public customer deliveries of the R2 on June 9, 2026. But the system it is describing for those vehicles is still Level 2+ under the auto industry’s SAE definitions, meaning the human driver must supervise the vehicle and be ready to take over at any time. That is different from Level 4, the category Rivian is targeting for future robotaxis, where a vehicle can operate without a human driver in a defined area and set of conditions.

According to IEEE Spectrum, Rivian engineer Nick Nguyen framed the company’s goal in deliberately unglamorous terms: “We want cliché. We want boring. Just safe, repeatable driving.” That pitch is central to Rivian’s consumer product, which the company is presenting as an incremental advance in driver assistance rather than a fully self-driving system.

Rivian says the R2 uses a third-generation autonomy hardware stack with 11 cameras, five radars and one lidar sensor. Its onboard compute is built around an in-house chip called RAP1, which Rivian says is a 5-nanometer design made by Taiwan Semiconductor Manufacturing Co. Each chip delivers about 800 trillion operations per second, or TOPS, the company says, and a two-chip module delivers about 1,600 TOPS. Rivian also says its software uses a “Large Driving Model” and an “early fusion” approach that combines sensor data before decision-making. The broader argument from Rivian is that designing the vehicle, compute platform and software stack together speeds development and improves control over the product.

That same vertically integrated pitch sits at the center of Rivian’s robotaxi plan with Uber. The companies said March 19 that Uber would invest up to $1.25 billion in Rivian through 2031, subject to milestones, and expected to buy 10,000 fully autonomous R2 robotaxis in an initial phase, with options that could bring the total to 50,000. They said initial commercial deployments are planned for San Francisco and Miami in 2028, with a goal of expanding to 25 cities by 2031, subject to milestones and regulatory approvals. In the announcement, Rivian CEO RJ Scaringe said, “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.”

SEC filings show Rivian received $300 million of stock consideration tied to the Uber agreement in May 2026. The scale of the deal is notable for a company that produced about 42,284 vehicles and delivered about 42,247 in 2025. By comparison, Tesla disclosed roughly 1.1 million active Full Self-Driving users in early 2026, highlighting how much larger its installed autonomy base already is. Rivian’s separate joint venture with Volkswagen, worth up to $5.8 billion over time, offers another sign that bigger partners see value in the company’s software and electrical architecture.

Uber Chief Executive Dara Khosrowshahi made that case directly in the March announcement, saying, “We’re big believers in Rivian’s approach—designing the vehicle, compute platform, and software stack together, while maintaining end-to-end control of scaled manufacturing and supply in the U.S.”

For now, Rivian’s near-term test is simpler: prove that its Level 2+ consumer system can deliver the kind of routine, tightly controlled performance the company is promising today, while building toward a more ambitious Level 4 robotaxi business later. Or, as Nguyen told IEEE Spectrum, make autonomy “boring” first.