The most innovative automotive companies of 2026

Automotive companies paving the way for self-driving cars are changing the rules of the road.

Robotaxis went mainstream in 2025, delivering millions of rides around the world. Once fledgling startups, these providers have grown into fully mature businesses, and the competition is intensifying, especially between the robotaxi units of two global search engine juggernauts: Alphabet’s Waymo and Baidu’s Apollo Go.

This year’s honorees took concrete action toward making the self-driving dream a reality across the world. They differ in approach—from how to build and operate the cars to how they should see and react to the world around them—but share the same goal. Best of all: Most passengers describe their rides as uneventful.

Robin Li, CEO of Baidu, says that self-driving cars have reached an inflection point. Its Apollo Go ride-hailing service now operates more than 1,000 driverless vehicles across 22 cities, expanding further afield in Asia and entering the Middle East. Waymo crossed the 20 million-ride mark in December 2025, as it continues to roll out commercial operations in major U.S. cities and even test its vehicles in London and Tokyo. China’s WeRide, No. 9 on our list, now operates its fleet of purpose-built robotaxis in Asia, Europe, and the Middle East.

But this year’s crop of the world’s most innovative automotive companies highlights more than robotaxis. The companies we’ve chosen are streamlining the entire supply chain—from battery technology to manufacturing to the showroom floor—and developing the technology that will make 2026 easier.

Legacy automakers continue to break ground too. Cadillac is doubling down on luxury with the launch of its $340,000, hand-built Celestiq electric sedan, while pushing into Formula One-level performance with its highly anticipated arrival to the high-end motorsport’s 2026 grid. Meanwhile, Hyundai is shoveling billions of dollars into its Metaplant in Bryan County, Georgia, where the South Korean carmaker is working to define the next era in mobility.

1. Waymo

For scaling AVs across the United States

Waymo’s growth in the U.S. and abroad accelerated in 2025, providing 1 million monthly rides and hitting the 20 million-ride milestone in December. During the year, Alphabet’s autonomous vehicle unit doubled its presence to 10 cities, expanding its operations to Miami, Dallas, Houston, San Antonio, and Orlando—in addition to the 250,000 weekly paid rides it provides  customers in Los Angeles, San Francisco, Phoenix, and Austin. In October 2025, the company also announced plans for its first international launch, in London, with fully autonomous rides to begin later this year.

Meanwhile, Waymo is laying the foundation for ride-hailing operations in more than 20 additional cities in 2026, from Baltimore to Boston to Buffalo as well as Tokyo. In August 2025, Waymo received a permit to begin testing its autonomous vehicles in New York City, an environment that will teach its system to learn to drive in snow and on congested highways. This year, Waymo also received authorization to begin testing rides in Las Vegas and launched rides for Waymo employees at San Jose and San Francisco airports. In November, Waymo launched fully autonomous rides for its employees at Miami International Airport, with plans to expand to more airports soon.

2. Baidu

For scaling its driverless robotaxi technology, Apollo Go, across China and beyond

Baidu is leading the charge toward large-scale deployment in the global robotaxi industry, transitioning to fully driverless operations in China in early 2025. Its Apollo Go ride-hailing service, which now operates more than 1,000 driverless vehicles across 22 cities, expanded its global footprint in 2025 across Asia, where rides in its dedicated, sub-$30,000 RT6 robotaxi are part of daily life for thousands of passengers in Wuhan—and into the Middle East, rolling out in Hong Kong, Abu Dhabi, and Dubai. In 2025, Baidu announced partnerships this year with both Uber and Lyft, with plans to roll out thousands more vehicles worldwide.

The company’s strength lies in providing the artificial intelligence and software, not in mass production. The partnership-driven model allows for an asset-light approach that helps Apollo Go scale its fleet and global footprint faster. Apollo Go is the world’s largest ride-share service by all metrics—rides provided, cities served, and fleet operated—which provides significant competitive advantages in terms of collecting data, refining its technology, operational efficiency, and market positioning. Baidu said that Apollo Go safely logged over 240 million autonomous kilometers and provided more than 17 million rides to the public as of December 2025.

3. Hyundai

For investing in EV manufacturing in the U.S.

South Korean automaker Hyundai made headlines when it pledged to open a $12.6 billion Metaplant America in Georgia, the largest economic development project in the Peach State’s history. After years of working to break ground, Hyundai Motor Group opened the Metaplant in March in Bryan County, about 25 miles from Savannah. Of course, the campus includes a $7.6 billion EV manufacturing hub for Hyundai, Kia, and Genesis, electric and hybrid vehicles, but it’s home to all kinds of next-level innovation, from batteries to robotics. A $4.3 billion joint venture between Hyundai and LG Energy Solution is on track to produce lithium-ion cells for Hyundai, Kia, and Genesis models in 2026. The South Korean automaker plans to deploy Atlas humanoid robots, ‍developed by its Boston Dynamics unit, there starting in 2028, marking a step toward ⁠automating higher-risk and repetitive manufacturing tasks.

This facility, which started production in late 2024, aims to build 500,000 vehicles annually and begin building hybrids in 2026. The move signals support for Hyundai’s American customers (despite recent controversy over the detention of hundreds of South Korean workers at a Georgia construction site in September), while finding a loophole around U.S. tariffs on imported Korean cars by building them stateside.

4. Cadillac

For doubling down on luxury while pushing into F1-level performance

At 124 years old, Cadillac is the oldest company on this list, disproving the aphorism about old dogs. In 2025, Cadillac seized the world stage with the reveal of a $340,000 bespoke electric vehicle, a throwback to the 1957 Eldorado Brougham, an emblem of American luxury and the last hand-built Cadillac. The Detroit brand hopes the Celestiq will capitalize on the brand’s legacy while catapulting the automaker into the future, even as the September 2025 elimination of a $7,500 federal tax credit for EV buyers calls the electrified future into question.

The Celestiq puts up impressive figures—655 horsepower, an electric range of 303 miles, and a 0-to-60 sub four-seconds —but that’s nowhere near the performance chops expected in Cadillac’s next act: rebuilding American F1 participation from the ground up to join the FIA Formula One World Championship grid alongside Oracle Red Bull Racing, Mercedes-AMG Petronas F1, Scuderia Ferrari HP, and others. Cadillac will join for the season opener in Melbourne, Australia, in March as the sport’s 11th team, partnering with parent company General Motors and TWG Motorsports for a new era of American presence on the F1 grid. The team received final approval in March 2025 and will debut under the new technical regulations for the 2026 season with drivers Sergio Perez and Valtteri Bottas.

5. Czinger Vehicles

For disrupting traditional automotive manufacturing through its software-driven approach

Southern California startup Divergent is quietly revolutionizing manufacturing from the ground up. Founded by Kevin Czinger in 2014 as the world’s first end-to-end digital manufacturing platform, the company has perfected a proprietary process that combines AI and 3D printing to create lightweight, optimized parts for various industries, from automotive to defense to medical. The process eliminates expensive tooling and emphasizes rapid design, additive manufacturing, and automated assembly. Divergent’s pièce de résistance comes from its subsidiary, Czinger Vehicles, cofounded with son Lukas Czinger.

The company’s first production vehicle, the 3D printed Czinger 21C hypercar, is a $2 million showpiece. Its twin-turbocharged V8 engine and three motors deliver 1,250 horsepower and rocket the car from 0 to 60 mph in 1.9 seconds. In July 2025, the 21C set five track records in five days, including lap records at Laguna Seca and the legendary hill climb at the Goodwood Festival of Speed, becoming the fastest-ever street-legal hypercar. Divergent signed major contracts throughout 2025 and closed a Series E round in September at a $2.3 billion valuation, but the Czingers are only getting started, with hundreds of patents in their name.

6. Moment Energy

For tackling clean battery recycling at scale

Moment Energy is giving used EV batteries a “second life,” gearing up to launch large-scale manufacturing of stationary energy storage units. Founded in 2019 by four recent Simon Fraser University engineering graduates, the British Columbia-based energy company seeks to accelerate the repurposing of lithium-ion batteries into safe, high-performance, and compliant energy storage systems for commercial, industrial, and utility applications. The goal is to enable all of the world’s retired EV batteries to be repurposed by 2030. Working with customers such as Mercedes-Benz and Nissan, Moment Energy has 10 battery energy storage projects underway across North America, including at Vancouver International Airport and an off-grid installation at God’s Pocket Resort in British Columbia

In July 2025, the company’s second-life battery energy storage system manufacturing hub in Vancouver reached full-scale production. Plans call for expanding its footprint to the U.S. by building the world’s first second-life gigafactory in Taylor, Texas, dedicated to repurposing retired EV batteries. In November 2025, Moment Energy announced a partnership with Copec Wind Ventures to repurpose batteries from Chile’s electric bus fleet—the second-largest globally—to deploy gigawatt-hours of second-life battery energy storage projects across Latin America and Europe as part of purportedly one of the largest EV fleet repurposing initiatives outside China.

7. LiCAP Technologies

For transforming how EV batteries are made

Sacramento, California-based LiCAP Technologies is pulling ahead in the race to optimize electrode manufacturing technologies for energy storage devices like EV batteries. Its Activated Dry Electrode process is designed to lower costs, reduce energy consumption, and decrease environmental impact compared to traditional wet slurry methods for producing electrodes. The method replaces the traditional solvent-based approach with a dry, roll-to-roll electrode system that eliminates drying ovens, solvents, and the massive energy load they demand. The result is a cleaner, faster, and more cost-effective manufacturing method: one that slashes carbon emissions and simplifies gigafactory design while improving performance and scalability across lithium-ion, solid-state, and sodium-ion batteries. 

In July, the company took a major step toward commercializing its Activated Dry Electrode process with funding from the California Energy Commission and in partnership with Dürr Systems. The support paves the way for large-scale manufacturing, a stage that often poses a bottleneck in battery technology commercialization. In August, LiCAP announced a strategic partnership with Nissan to develop and scale dry electrode technology for all-solid-state batteries. This marks a milestone in its mission to support the next generation of high-performance, cost-effective EVs. The batteries for Nissan are in development and slated to launch in vehicles in 2028.

8. Helm.ai

For pioneering scalable next-generation AI software for autonomous driving

California-based Helm.ai is developing next-generation AI software for autonomous driving without the costly equipment rivals use. In April 2025, the company introduced Helm.ai Driver, an AI system that can predict a car’s path in real time for both highway and city driving. Unlike traditional approaches that depend on expensive sensors or detailed pre-mapped roads, Helm.ai’s method uses only standard cameras, making it scalable as well as vehicle- and geography-agnostic. Helm.ai Vision, a modular, production-ready system that helps cars understand their surroundings in real time, followed in June 2025. Instead of using lidar or prebuilt HD maps like rival software makers, Helm.ai Vision integrates images from multiple cameras to create a bird’s-eye view map. The camera-reliant approach reduces costs significantly.

Helm.ai Vision integrates with Helm.ai Driver to create a full-stack software system, from perception to path planning, used by customers such as Nvidia and Qualcomm. The hardware-lite approach could change the game for autonomous driving, producing safe, affordable AI-powered driving capabilities for millions of consumers worldwide. In August 2025, the company announced a multiyear joint development agreement with Honda. The vehicles will use Helm.ai’s full suite of AI technologies—Helm.ai Vision, Helm.ai Driver, and generative simulation, with production targeted for 2027.

9. WeRide

For achieving true global scale with its ride-hailing app

WeRide, one of China’s largest robotaxi companies, became in 2025 the world’s first to receive autonomous driving permits in eight markets: China, France, Belgium, Saudi Arabia, Singapore, Switzerland, the UAE, and the United States, demonstrating global scalability for its WeRide Go ride-hailing app and purpose-built robo-vehicles. In February, it grew its vehicle lineup to four with the launch of Robovan W5, an autonomous delivery vehicle with Level 4 autonomous driving technology. In August, WeRide launched WePilot AiDrive, a one-stage end-to-end Advanced Driver Assistance System developed with Bosch. Unlike the traditional two-stage process of sensing and then decision-making, WePilot AiDrive integrates both functions, enabling vehicles to “see and act” at the same time.

In March 2025, WeRide launched France’s first fully driverless L4 robobus with Renault Group. In September, WeRide launched China’s first 24-hour autonomous ride-hailing network in Guangzhou, as well as a robotaxi pilot in Riyadh, Saudi Arabia, through Uber’s platform. The company also secured a robotaxi trial permit in Dubai, with fully driverless commercial operations targeted for 2026. WeRide and Uber now operate the Middle East’s largest robotaxi network using WeRide’s purpose-built, five-passenger GXR autonomous vehicle. Plans call for rapid scaling, with each GXR delivering dozens of trips during a 12-hour shift.

10. Numa

For streamlining the sales experience for customers and dealers

No one loves dealing with car dealerships, but Numa makes it a little less painful. The AI platform for automotive dealerships consolidates customer communications, including voice, text, and web chat, into a single, manageable inbox. Dealers like it too: Numa’s advanced AI agents automate key service tasks—from scheduling appointments to providing repair status updates—for quicker responses, streamlined operations, and stronger revenue. Numa followed the 2024 debut of its first AI Agent Platform with the October launch of its Expanded AI Agent Suite. These specialized agents divide and conquer. Some flag customers who might be ready for a trade-in or new purchase. Others convert technician repair notes into clear explanations. The “Write it for Me” Agent suggests ready-to-send text or email replies—even with humor when appropriate. The company says its AI team can help service departments overwhelmed by phone calls and voicemails recoup up to $1.17 million in lost annual revenue. It also introduced the first pay-for-performance AI model in automotive—dealerships only pay when the AI successfully books an appointment. In the past year, Numa tripled its integrations to work seamlessly with more than 90% of dealership systems, including on Stellantis’s MarketCenter portal.

Explore the full 2026 list of Fast Company’s Most Innovative Companies, 720 honorees that are reshaping industries and culture. We’ve selected the companies making the biggest impact across 59 categories, including advertising, applied AI, biotech, retail, sustainability, and more.