Despite those headwinds, the stock has gained roughly 33% since January, closing at $17.71 on Tuesday. The advance reflects optimism surrounding the forthcoming “R2” sport-utility vehicle, scheduled to reach customers in the first half of 2025, and hopes that advanced software can become a licensable asset. Analysts, however, caution that much of that enthusiasm may already be reflected in the share price.
Wall Street’s mixed view
This week Morgan Stanley lowered its rating on Rivian to “underweight,” citing a broad slowdown in U.S. EV demand and concerns that the company lacks the capital strength to fund large autonomy projects during what the bank described as an “industry hype cycle.” The firm issued similar downgrades on Lucid and Tesla, arguing that high investment requirements could pressure margins across the sector.
Other brokerages remain cautiously supportive. RBC Capital Markets praised Rivian’s decision to bring software development fully in-house, suggesting that monetizing autonomy could offset the company’s tight liquidity. Barclays pointed to Thursday’s event as an attempt to position Rivian as a serious competitor to Waymo and Tesla, currently viewed as leaders in U.S. automated-driving technology.
Technology focus areas
Scaringe has indicated that the AI Day agenda will cover three primary topics: the computing architecture planned for future models such as the R2, a proprietary autonomous-vehicle platform and a “data flywheel” that harnesses information from deployed vehicles to improve software performance over time.
Rivian’s present driver-assistance suite combines radar, cameras and ultrasonic sensors but omits lidar, the laser-based ranging technology favored by several rivals. The company is evaluating lidar for future products and aims to expand its current hands-free highway function to a broader array of roads in the near term, followed by “eyes-off” capability later in the decade.
Most vehicles on U.S. roads today achieve SAE International Level 2 automation, allowing limited, supervised hands-free operation. Rivian expects the next milestone—Level 3, in which the system can manage most driving tasks under defined conditions—to become a key differentiator and profit source for manufacturers able to reach it first.

Imagem: Internet
Competitive landscape
Rivian’s planned showcase arrives four years after Tesla staged its own AI Day, underscoring inevitable comparisons between the companies. Tesla has promised customers eventual full autonomy and started a supervised robotaxi pilot in Austin, Texas, earlier this year. Lucid recently partnered with autonomous-vehicle startup Nuro, and General Motors, Ford and several German luxury brands already offer highway systems that allow extended hands-off driving.
Adoption rates, however, remain modest. Tesla disclosed that only about 12% of its owners have purchased the premium “Full Self-Driving” package. General Motors introduced hands-free technology in 2017, yet free-trial expirations and subscription costs have kept penetration low. Questions persist regarding consumer willingness to pay for higher levels of automation, particularly as regulators continue to adjust proposed safety standards.
Strategic stakes
For Rivian, success in software and autonomy carries added significance. The company must demonstrate a credible path to profitability while continuing to fund manufacturing operations in Normal, Illinois, and preparing for production of the R2 at a second facility slated for Georgia. In the view of Deutsche Bank analysts, Thursday’s presentation offers an opportunity to clarify timelines, resource requirements and potential licensing revenue that could emerge from a “vertically integrated” platform.
Whether the demonstration will shift investor sentiment remains uncertain. Barclays noted that proof-of-concept drives or detailed technical briefings may not move the stock if expectations are already priced in. Still, analysts widely agree that Rivian needs to show progress in advanced driver-assistance systems to keep pace with established rivals and to justify further capital outlays.
The company’s ability to convert AI and autonomy into tangible revenue—and ultimately into profit—will likely depend on execution over the next several years. Thursday’s event is designed to persuade Wall Street that Rivian’s technology roadmap can unlock that future, even as the broader electric-vehicle market faces a period of slower growth and intensifying competition.
Crédito da imagem: Joel Angel Juarez / Reuters