Wayve

Market position

Wayve describes itself as the leader in embodied AI for autonomous driving and states it was the first company to develop and test an end-to-end deep learning autonomous driving system on public roads, an approach it labels AV2.0. It says it is the first and only AV developer to drive zero-shot in more than 500 cities across Europe, North America and Japan within a single year. Its 2024 Series C was reported as the largest funding round for a UK AI company.

Mapless, hardware- and vehicle-agnostic software trained end-to-end on diverse real-world data, which the company says generalizes to unseen cities without region-specific retraining and addresses long-tail scenarios. Wayve licenses to automakers and mobility platforms instead of operating its own vertically integrated robotaxi fleet.

Technology

Wayve builds AI foundation models for driving that it characterizes as a 'robot brain' learning from real-world interaction. The AV2.0 architecture replaces modular pipelines with a single end-to-end neural network trained on raw, largely unlabeled data via self-supervised learning, removing the need for HD maps and labeled datasets and allowing a lean, flexible sensor suite that works across vehicle types. Supporting technologies include LINGO for natural-language explanation of driving decisions, GAIA generative world models for synthetic driving video and edge-case generation, neural rendering for photorealistic 4D simulation, Scenario Intelligence for model introspection, MLOps workflows for model development, and cloud/supercomputing infrastructure developed with Microsoft on Azure.

Go-to-market

Wayve sells through partnerships with OEMs and fleet operators rather than direct consumer channels, positioning its software as an integration layer for existing vehicle programs. Announced partners include Nissan (next-generation ProPILOT), Qualcomm (Snapdragon Ride platform), Stellantis (STLA AutoDrive platform) and Uber (robotaxi services). The AI-500 Roadshow, a plan to demonstrate a single foundation model in 500 cities by the end of 2025, serves as a public demonstration of cross-market generalization.

Automotive OEMs, fleet owners and mobility/ride-hailing platforms seeking to move from L2+ driver assistance to L3 and L4 automated driving across passenger cars and delivery vans.

Geography

Headquarters in London, United Kingdom, with offices in Sunnyvale, California (US); Vancouver, British Columbia (Canada); Leonberg, Germany; Yokohama, Japan; and Herzliya, Israel. Wayve opened its first Asian research hub in Japan in April 2025. Testing and demonstration driving has covered Europe, North America and Japan, and the foundation model is trained on data spanning more than 70 countries.

History

Wayve was founded in Cambridge, England on 21 August 2017 by Amar Shah and Alex Kendall, then machine learning PhD students at the University of Cambridge; Shah was initially CEO with Kendall as CTO. The company emerged from stealth in May 2018 with about 10 employees and early-stage backing. In 2019 it trained a car to drive autonomously on previously unseen public roads using cameras, a basic GPS map and end-to-end deep learning, moved its base to London and raised a $20 million Series A, funding a pilot fleet of retrofitted Jaguar I-Pace electric vehicles in central London. Shah departed in 2020 and Kendall became CEO; the company joined the Microsoft for Startups: Autonomous Driving program and committed to testing only on electric vehicles. In 2021 it ran a 12-month autonomous delivery trial with Asda and took a £10 million investment from Ocado Group. A $200 million Series B in January 2022 supported testing beyond the UK, including the United States and continental Europe by 2023. A Nissan ProPILOT collaboration was announced in 2023, Uber invested strategically in 2024 alongside a $1.05 billion Series C, and a $1.2 billion Series D closed in February 2026 amid partnerships with Mercedes-Benz, Nissan and Stellantis.