Drive.ai
Corporate brand
UnclaimedDrive.ai was a U.S. autonomous-driving technology company that developed artificial-intelligence systems and retrofit kits for vehicles before being acquired by Apple in 2019.
Last updated August 31, 2026
Overview
Drive.ai was an American autonomous-driving technology company founded in 2015 by a group of master's and doctoral students associated with Stanford University's Artificial Intelligence Lab and Andrew Ng's research lab. Based in Mountain View, California, the company focused on applying artificial intelligence to vehicle perception, decision-making, and control. Rather than developing a completely new automobile, Drive.ai initially pursued a retrofit approach: its technology could be installed in existing vehicles to add autonomous-driving capabilities. This approach positioned the company as a developer of an adaptable self-driving system rather than as a conventional vehicle manufacturer. The company emerged from stealth in August 2016 with $12 million in funding. At that point it was reported to be the thirteenth company in California to receive a license to test autonomous vehicles on public roads. Drive.ai's early backers included Northern Light Venture Capital, Oriza Ventures, and InnoSpring Seed Fund. Its test fleet included modified Lincoln MKZ sedans, an Audi A4, and Nissan NV200 vans. These vehicles were used to develop and demonstrate systems that combined sensors, cameras, artificial-intelligence software, and high-definition three-dimensional maps of planned operating routes. Drive.ai attracted additional investment as the autonomous-vehicle sector expanded. In June 2017, it raised a $50 million Series B round led by New Enterprise Associates, with participation from GGV Capital, Northern Light Venture Capital, and earlier investors. Around the same time, scientist Andrew Ng joined the company's board. Drive.ai also partnered with Lyft on a pilot in San Francisco, allowing its test fleet to be operated through Lyft's platform. In September 2017, the company raised a further $15 million, including investment from Southeast Asian ride-hailing company Grab. The funding cited in public descriptions of the company totaled approximately $77 million. Drive.ai's public demonstrations emphasized difficult operating conditions and communication between autonomous vehicles and people outside them. In February 2017, it released footage of a self-driving Lincoln MKZ navigating Mountain View at night and in rain. Its vehicles used external displays on the hood, rear, and sides to communicate messages such as that passengers were entering or exiting or that pedestrians could cross. The company also presented its system as capable of recognizing and maneuvering around vehicles, cyclists, and pedestrians, including in conditions such as low-angle sunlight. In May 2018, Drive.ai announced a public passenger-service pilot in Frisco, Texas, in cooperation with the Frisco Transportation Management Association. The six-month project was described as the first public deployment of self-driving cars in Texas. The service initially used safety drivers and a fixed set of pickup and drop-off points serving retail, entertainment, and office locations. Riders could request trips through a Drive.ai application, while remote monitoring and public education were incorporated into the pilot. In October 2018, Drive.ai announced a similar service in Arlington, Texas, using three vehicles on routes that included the area around AT&T Stadium. The Arlington deployment was described as making Drive.ai the first company in the self-driving-car sector to generate revenue. In June 2019, shortly before the company was expected to close, Drive.ai was acquired by Apple Inc. Apple's interest was linked to its Project Titan automotive and autonomous-vehicle efforts. Following the acquisition, Drive.ai ceased operating as an independent brand. Publicly available reference material does not establish a continuing standalone Drive.ai product or operating business after the transaction.
History
Drive.ai was established in 2015 by a group of graduate students connected with Stanford University's Artificial Intelligence Lab and Andrew Ng's research lab. The founders initially concentrated on a retrofit kit that could add autonomous-driving capability to existing cars. This direction distinguished Drive.ai from companies whose principal ambition was to manufacture dedicated autonomous vehicles. Its proposed system combined artificial-intelligence software with vehicle sensors, cameras, and control equipment, allowing the technology to be adapted to different vehicle platforms. In August 2016, Drive.ai emerged from stealth with $12 million in disclosed funding. It also became the thirteenth company in California to receive authorization to test autonomous vehicles on public roads. Early investors included Northern Light Venture Capital, Oriza Ventures, and InnoSpring Seed Fund. The company operated a test fleet that included Lincoln MKZ sedans, an Audi A4, and Nissan NV200 vans. Drive.ai used these vehicles to develop and validate systems for perception, route planning, vehicle control, and interaction with other road users. The company's public profile grew during 2017. In February, Drive.ai released video of a self-driving Lincoln MKZ traveling through Mountain View at night and in rainy weather. The demonstration highlighted operation outside ideal daylight conditions. Drive.ai later emphasized that its vehicles could use artificial intelligence to identify road users and navigate around vehicles, pedestrians, and cyclists. The cars also carried exterior screens on their front, rear, and side surfaces. These displays communicated the vehicle's status and intended interaction to pedestrians, with messages indicating such events as passenger boarding or a request for people to cross. In June 2017, Drive.ai completed a $50 million Series B financing led by New Enterprise Associates. GGV Capital, Northern Light Venture Capital, and other existing investors also participated. Andrew Ng joined the board in connection with the financing announcement. During the same month, Lyft and Drive.ai announced a partnership for a San Francisco pilot in which Drive.ai's test fleet would be operated through Lyft's platform. Drive.ai raised another $15 million in September 2017, with Grab among the participating investors. Public descriptions of the company's financing put total funding at approximately $77 million. Drive.ai moved from technology demonstrations toward public passenger operations in 2018. In May, it announced a six-month pilot with the Frisco Transportation Management Association in Frisco, Texas. The project was described as the first public deployment of self-driving cars in Texas. The initial service used safety drivers to supervise the vehicles, with an eventual intention to move toward driverless operation supported by remote monitoring. Service was limited to a defined area containing retail, entertainment, and office destinations, and passengers used designated stops and a Drive.ai application to request rides. The project also included public education about autonomous-driving technology. Drive.ai announced a second Texas deployment in Arlington in October 2018. The planned service used three vehicles across several routes, including areas around AT&T Stadium. The Arlington program was presented as the first revenue-generating activity in the self-driving-car sector. In parallel, Drive.ai continued creating high-definition three-dimensional maps of the routes where its vehicles operated. These maps supported the company's autonomous-driving system and helped it manage defined service areas. The company's independent existence ended in 2019. In June, only days before it was expected to close, Drive.ai was acquired by Apple Inc. The transaction was associated with Apple's interest in obtaining autonomous-vehicle expertise for Project Titan. After the acquisition, Drive.ai no longer operated as an independent company. The available reference material does not document a continuing standalone Drive.ai product, service, or corporate organization after the Apple transaction.
- 2019
Acquisition by Apple
[1]Apple acquires Drive.ai shortly before the company is expected to close, bringing its autonomous-vehicle capabilities into Apple's automotive research efforts.
- 2018
Frisco passenger-service pilot
[1]Drive.ai launches plans for a public autonomous passenger service in Frisco, Texas, using supervised vehicles and defined stops.
- 2018
Arlington service announced
[1]Drive.ai announces a three-vehicle autonomous passenger service in Arlington, Texas, including routes near AT&T Stadium.
- 2017
Series B financing and Andrew Ng board appointment
[1]Drive.ai raises a $50 million Series B round led by New Enterprise Associates and announces that Andrew Ng has joined its board.
- 2017
Lyft pilot announced
[1]Drive.ai partners with Lyft on a San Francisco pilot involving Drive.ai's autonomous-vehicle test fleet.
- 2017
Additional funding from investors including Grab
[1]Drive.ai raises a further $15 million, with participation from Grab.
- 2016
Drive.ai emerges from stealth
[1]The company discloses $12 million in funding and receives authorization to test autonomous vehicles on California public roads.
- 2015
Drive.ai is founded
[1]A group of Stanford-affiliated master's and doctoral students establishes Drive.ai to develop artificial-intelligence systems for autonomous vehicles.
Products and positioning
Drive.ai positioned itself as an artificial-intelligence company that could make existing vehicles autonomous through adaptable retrofit hardware and software. Its demonstrations and pilots emphasized practical deployment, public-road testing, passenger services, external vehicle-to-pedestrian communication, and operation in challenging conditions rather than the sale of consumer automobiles.
Autonomous-driving software and retrofit hardware · 2015
Drive.ai retrofit autonomous-driving system
Drive.ai initially developed a system intended to convert existing vehicles into autonomous or highly automated vehicles. The system used artificial-intelligence software together with vehicle sensors, cameras, and control components. Its retrofit orientation allowed the company to test its technology on multiple vehicle types rather than relying on a purpose-built Drive.ai automobile.
Autonomous vehicles · 2016
Autonomous test fleet
Drive.ai tested its technology on a fleet that included modified Lincoln MKZ sedans, an Audi A4, and Nissan NV200 vans. The vehicles supported public-road testing, technology demonstrations, data collection, and passenger-service pilots. Their systems incorporated perception, route planning, vehicle control, and external displays for communicating with pedestrians.
Autonomous mobility service · 2018
Frisco autonomous passenger service
The Frisco, Texas pilot was a public passenger service conducted with the Frisco Transportation Management Association. It operated within a defined service area and used designated pickup and drop-off locations. Riders could request trips through a Drive.ai application. Safety drivers initially supervised the vehicles, while the program also contemplated remote monitoring and eventual driverless operation.
Autonomous mobility service · 2018
Arlington autonomous passenger service
Drive.ai announced an Arlington, Texas service using three vehicles on several routes across the city, including routes serving the area around AT&T Stadium. The deployment extended the company's public-service model beyond Frisco and was described as a revenue-generating autonomous-driving service.
Marketing campaigns
- 2018Frisco public education and passenger-service pilot
Frisco, Texas, United States
Drive.ai combined a defined-area passenger service with public education about self-driving technology. The pilot used an app, designated stops, safety drivers, and planned remote monitoring.
Outcome. The program became one of the company's principal public demonstrations and was described as Texas's first public deployment of self-driving cars.
- 2018Arlington autonomous mobility deployment
Arlington, Texas, United States
Drive.ai announced a three-vehicle service on multiple Arlington routes, including routes near AT&T Stadium.
Outcome. The service was presented as the first revenue-generating activity in the self-driving-car sector.
- 2017Mountain View night-and-rain autonomous-driving demonstration
United States
Drive.ai released footage of a Lincoln MKZ navigating Mountain View at night and in rainy conditions. The demonstration was intended to show autonomous operation beyond clear daytime driving.
Outcome. The footage increased public visibility for Drive.ai's technology and highlighted its work on difficult operating conditions.
Brand decisions
2019
Acquisition by AppleM&ABackground
Drive.ai was reportedly close to shutting down, while Apple was interested in autonomous-vehicle expertise for Project Titan.
Action taken
Apple acquired Drive.ai shortly before the expected closure of the independent company.
Aftermath
Drive.ai ceased operating as a standalone brand, and its technology and personnel became associated with Apple's automotive research efforts.
2018
Move toward public autonomous passenger servicesProduct launchBackground
After development and testing, Drive.ai sought to demonstrate its technology in real passenger operations.
Action taken
It announced the Frisco pilot and later an Arlington service, using defined routes or service areas, safety drivers, mobile ride requests, and remote-monitoring plans.
Aftermath
The pilots gave Drive.ai a public operating presence in Texas and supported its claim of revenue-generating autonomous mobility activity.
2015
Adopt a retrofit-first autonomous-driving strategyStrategyBackground
Drive.ai was founded around the idea that artificial-intelligence systems could be added to existing vehicles rather than requiring a new vehicle platform.
Action taken
The company developed retrofit hardware and software and tested the system across several vehicle models.
Aftermath
The approach enabled demonstrations and public-road pilots using Lincoln MKZ, Audi A4, and Nissan NV200 vehicles.
Recent events
- 2019
Apple acquires Drive.ai[1]
M&A · Other
Apple acquired Drive.ai shortly before the company was expected to close, reportedly to support its autonomous-vehicle and Project Titan activities.
- 2018
Drive.ai announces public autonomous passenger service in Frisco[1]
Product launch · Other
The Frisco pilot used a fixed service area, designated stops, safety drivers, remote monitoring, and a mobile application for ride requests.
- 2018
Drive.ai announces autonomous passenger service in Arlington[1]
Product launch
The Arlington service planned to operate three vehicles on routes around the city, including routes serving AT&T Stadium, and was described as a revenue-generating autonomous-driving service.
- 2017
Drive.ai raises a $50 million Series B round and adds Andrew Ng to its board[1]
Other · Leadership change
The financing was led by New Enterprise Associates, with participation from GGV Capital, Northern Light Venture Capital, and other earlier investors.
- 2017
Lyft partners with Drive.ai for a San Francisco autonomous-vehicle pilot[1]
Other
The partnership connected Drive.ai's test fleet with Lyft's platform for a pilot program in San Francisco.
- 2017
Drive.ai raises additional funding with participation from Grab[1]
Other
Drive.ai raised an additional $15 million in a round that included investment from Southeast Asian ride-hailing company Grab.
- 2016
Drive.ai emerges from stealth with $12 million and California autonomous-testing approval[1]
Other
Drive.ai disclosed its autonomous-driving work and funding and became one of the California companies licensed to test autonomous vehicles on public roads.
Sources1 sources
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