Wayve
Wayve develops end-to-end deep learning autonomous driving software and licenses its AI Driver to automakers including Mercedes-Benz, Nissan, and Stellantis, while partnering with Uber for global robotaxi deployment.
- Company typePrivate
- Founded2017
- HeadquartersLondon, United Kingdom
- Headcount1,001–5,000
- GTM typeB2B
- OfferingSoftware
What Wayve does
Wayve is an embodied AI company developing autonomous driving software for automakers and mobility platforms. Founded in 2017 in Cambridge, UK, and now headquartered in London, the company builds an end-to-end, deep learning-based "AI Driver" that learns to drive from data rather than relying on high-definition maps or hand-coded rules. The proprietary stack comprises the AV2.0 neural driving architecture, the GAIA generative world model for simulation and training, the LINGO natural-language interface for explainability, and the Safety 2.0 safety framework, supported by real-world driving data collected across 70+ countries and 500+ cities.
Wayve firmographics
Firmographics- Name
- Wayve
- Legal name
- Wayve Technologies Ltd.
- Website
- https://wayve.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 1,001–5,000 employees
- Short description
- Wayve develops end-to-end deep learning autonomous driving software and licenses its AI Driver to automakers including Mercedes-Benz, Nissan, and Stellantis, while partnering with Uber for global robotaxi deployment.
- Ownership category
- akta.pro rank
Wayve industry classification
Industry- Product category
- Autonomous Driving Software
- NAICS
- Computer Systems Design and Related Services (54151), Software Publishers (5132), Computer Systems Design Services (541512)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Autonomous Vehicles & Ground Mobility (HDAAAIAF)
- akta.pro secondary industries
- Autonomous Driving & ADAS Perception (HDAAAEAI), Autonomous Ride-Hailing / Robotaxi Platforms (THADADAL)
Keywords
Where Wayve is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Offices6 records
Markets served
Wayve business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Operations
Revenue model
- AI Driver Software Licensing: Wayve licenses its AI Driver software directly to automakers, providing tools to customize driving models for specific vehicles and brands. The system runs entirely on onboard vehicle compute and embedded sensors. Revenue comes from technology licensing fees to automotive manufacturers like Mercedes-Benz, Nissan, and Stellantis.
- Robotaxi Services Partnership: Partnership with Uber to deploy autonomous vehicles on Uber's ride-hailing network. Uber owns and operates the fleet while Wayve provides the AI driving technology. Generates revenue through technology deployment fees and per-trip licensing.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels6 records
Wayve product offering
Product offeringCore offering
Wayve develops and licenses an end-to-end AI driving software (the Wayve AI Driver) that translates raw camera and radar sensor data directly into driving decisions without relying on HD maps or pre-programmed rules. The mapless, vehicle-agnostic software is licensed to automakers including Mercedes-Benz, Nissan, and Stellantis, and is deployed through Uber's mobility platform for supervised robotaxi rides starting in London. Supporting the core software are research platforms including GAIA world models for generative simulation and the LINGO natural language interface.
Product overview
Wayve is an embodied AI company building a general-purpose driving intelligence platform. The core product is the Wayve AI Driver, a mapless, vehicle-agnostic software that enables all levels of driving automation (L2+ through L4). This software is licensed to automakers including Stellantis (via STLA AutoDrive integration), Nissan (ProPILOT), and Mercedes-Benz, and deployed on Uber's ride-hailing platform for robotaxi services. Supporting the core product are research platforms including GAIA world models for generative simulation and evaluation, LINGO for natural language interaction, and the Safety 2.0 Framework for safety validation. The company operates its autonomous vehicles commercially through Uber partnerships while selling its AI Driver technology to automotive manufacturers for integration into consumer vehicles.
Differentiator
Problem solved
Functional benefit
Brands
- Wayve AI Driver: The company's core autonomous driving software platform that enables vehicles to perceive, understand, and navigate any environment using end-to-end AI.
- GAIA
- LINGO
- Wayve Labs
Products and services
- Wayve AI Driver Mapless, vehicle-agnostic autonomous driving software that enables automakers to deliver all levels of driving automation (L2+ hands-off through L4 driverless). Processes raw camera and radar sensor data directly into driving decisions using end-to-end neural networks, without relying on HD maps or geofencing. The system runs entirely on onboard vehicle compute and embedded sensors.
- Wayve Robotaxi Service (via Uber) Autonomous ride-hailing service operated through Uber's platform, deploying Wayve AI Driver-equipped vehicles (Ford Mustang Mach-E) for supervised robotaxi rides. Initial deployment in London with plans to expand to 10+ global markets including Tokyo. Uber owns and operates the fleet while Wayve provides the autonomous driving technology.
Quantifiable outcome
- First and only AV developer to drive zero-shot in 500+ cities across Europe, North America and Japan without city-specific fine-tuning
Companies that use Wayve
Customer profileNamed customers1 record
Segments4 records
Ideal customer profiles3 records
Wayve technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability7 records
Feature7 records
Wayve partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and supporting.
- UbercoreStrategic partnership to deploy Wayve-powered autonomous vehicles on Uber's global mobility network. Uber made a strategic investment in Wayve and committed additional milestone-based capital to scale robotaxi deployments globally. Plans to launch first service in London in 2026, expanding to more than 10 markets globally. Uber owns and operates the fleet while Wayve provides AI driving technology.
- NissancoreNissan invested in Wayve and plans to integrate Wayve's AI Driver technology into its vehicles, with deployment targeted in Japan by March 2028. Also exploring robotaxi pilot with Uber and Wayve in Tokyo by late 2026. Nissan is evaluating Wayve's technology for deployment on a people-mover van.
- StellantiscoreStellantis invested in Wayve and partnered to integrate Wayve AI Driver into the STLA AutoDrive platform for Level 2++ hands-free door-to-door supervised automated driving. First vehicle integration planned in North America in 2028. Also signed MoU with Wayve and Uber in June 2026 to develop and deploy Level 4 robotaxis globally.
- Mercedes-BenzcoreMercedes-Benz invested in Wayve as part of the Series D funding round, supporting Wayve's unified AI platform spanning L2+ through L4 driving across vehicles, brands, and markets.
- MicrosoftcoreMicrosoft participated in Wayve's Series D and has a strategic partnership providing Azure cloud infrastructure for large-scale training and validation of embodied AI models. Azure has underpinned Wayve's operations since 2020. The collaboration helps accelerate path from research to commercial deployment.
- NVIDIAcoreNVIDIA invested in Wayve and provides AI computing technology. Wayve leverages NVIDIA's compute platform for training foundation models. The partnership supports Wayve's strategy to deploy autonomous driving technology at scale.
- QualcommsupportingPartnership to accelerate AI-powered self-driving system rollout. Collaborating on technology integration for autonomous driving capabilities.
- OcadosupportingOcado invested £10 million in Wayve to develop autonomous vehicle delivery systems in urban traffic. Wayve's technology being tested in real-world scenarios on Ocado vehicles.
- Microsoft AzurecoreAzure has underpinned Wayve's large-scale training and validation of embodied AI models since 2020. Extended strategic partnership supports scale, reliability, and safety required for real-world autonomous driving deployment.
Scale indicators6 records
Recent moves10 records
Expansion highlights7 records
Wayve competitors and assessment
Company assessmentDirect peers
- Waymo: Alphabet-owned autonomous driving company operating fully driverless robotaxi service in multiple US cities. Most direct competitor to Wayve's end-to-end AI approach, though Waymo uses HD maps and a different sensor/lidar stack; competes for the same OEM and mobility platform partnerships.
- Tesla FSD: Tesla's Full Self-Driving software uses end-to-end neural networks deployed across millions of consumer vehicles, making it a directly comparable AI-driven consumer autonomy stack. Both pursue mapless learning approaches at fleet scale.
- Cruise: GM-owned robotaxi operator developing autonomous driving technology for consumer vehicles and ride-hailing. Direct competitor in robotaxi commercial service and OEM-integrated autonomy.
- Mobileye: Intel-owned ADAS and AV supplier licensing perception and mapping solutions to global automakers. Directly comparable as a supplier of AV software to OEMs, though Mobileye's approach leans on HD maps and REM rather than end-to-end learning.
- Aurora Innovation: US-based AV company developing the Aurora Driver for robotaxi and trucking applications, with OEM partnerships (Volvo, PACCAR, Toyota, Continental). Comparable in targeting multiple verticals through a single autonomy platform.
- Zoox: Amazon-owned robotaxi company developing purpose-built autonomous vehicles. Directly comparable in targeting commercial robotaxi deployment, though with a vehicle-first rather than software-licensing model.
- Pony.ai: Chinese AV company operating robotaxi services and developing autonomous driving software with automaker partnerships (Toyota, GAC). Comparable in pursuing both robotaxi and OEM licensing pathways.
- WeRide: Chinese autonomous driving company operating robotaxi and robobus services with OEM and mobility partnerships. Comparable as a global robotaxi competitor pursuing multi-city deployment.
- Applied Intuition: Autonomous vehicle simulation and development tools provider serving automakers and AV companies. Adjacent but increasingly comparable as simulation becomes a competitive lever (similar to Wayve's GAIA world models).
Emerging players
- Waabi: Toronto-based AV startup founded by Raquel Urtasun, focused on trucking autonomy using end-to-end AI and large world models. Conceptually aligned with Wayve's embodied AI approach but focused on long-haul trucking rather than urban robotaxi.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Wayve social profiles
Digital presenceWayve financial estimates
Financial estimateRevenue estimate
Valuation estimate
Wayve leadership team
Management profileNumber of profiles
Profiles5 records
Wayve subsidiaries and ownership
Company hierarchySubsidiaries4 records
Wayve funding detail
Funding detailFunding overview
Funding rounds11 records
Investors38 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Wayve M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Wayve
What does Wayve do?
Wayve develops and licenses an end-to-end AI driving software (the Wayve AI Driver) that translates raw camera and radar sensor data directly into driving decisions without relying on HD maps or pre-programmed rules. The mapless, vehicle-agnostic software is licensed to automakers including Mercedes-Benz, Nissan, and Stellantis, and is deployed through Uber's mobility platform for supervised robotaxi rides starting in London. Supporting the core software are research platforms including GAIA world models for generative simulation and the LINGO natural language interface.
Is Wayve a public or private company?
Wayve is a private company. It is classified as venture growth investor backed and is currently operating.
When was Wayve founded?
Wayve was founded in 2017. It employs 1,001 to 5,000 people.
Where is Wayve based?
Wayve is headquartered in London, United Kingdom, in the Europe region.
How does Wayve make money?
Two revenue lines are on record. AI Driver Software Licensing is the primary driver. The others are robotaxi Services Partnership.
Who are Wayve's main competitors?
Direct peers on record are Waymo, Tesla FSD, Cruise, Mobileye, Aurora Innovation, Zoox, Pony.ai, WeRide and Applied Intuition. Waabi is listed as an emerging player.
Does Wayve have an API?
No public API is recorded for Wayve.
What industry is Wayve in?
Wayve's product category is Autonomous Driving Software. Its primary akta.pro industry code is HDAAAIAF, Autonomous Vehicles & Ground Mobility, with a secondary code of HDAAAEAI, Autonomous Driving & ADAS Perception. Its NAICS code is 54151 and its SIC code is 7373.