British startup Wayve has just raised $1.2 billion, for a valuation of $8.6 billion. The round could reach 1.5 billion thanks to an additional commitment of 300 million dollars from Uber, conditional on the deployment of robotaxis, starting in London. This operation places Wayve among the most capitalized European companies in autonomous mobility.
An end-to-end AI architecture, without HD mapping
Founded in 2017 by Alex Kendall, Wayve made the technical choice to build an autonomy system based on a single neural network, trained end-to-end, without depending on high-definition maps.
The approach consists of learning to drive from real data collected on the road. Perception, understanding of the environment and decision-making are integrated into the same model. This architecture differs from traditional modular systems (perception, planning, control) and is part of a logic close to that adopted by Tesla, while retaining significant differences in the business model.
Wayve also claims an “agnostic” positioning: its software can work with different sensors and on chips already integrated by manufacturers. The most recent version of its platform, Gen 3, however, is based on the Nvidia Drive AGX Thor environment.
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Two products, the same software logic
Wayve’s technology is available in two offerings:
- an “eyes on” system, intended to reinforce advanced driver assistance functions (ADAS);
- an “eyes off” system, aiming for level 4 capabilities, capable of managing driving alone in certain urban or motorway environments.
The company does not wish to directly operate fleets, like Waymo, nor produce its own vehicles. Its objective is to sell an “embodied AI” layer to manufacturers and mobility platforms. This strategy aims to maximize technological diffusion via industrial partners already established in global markets.
Builders and investors aligned
The round table brings together heterogeneous profiles, combining venture capital funds, institutional investors, technological players and automobile manufacturers.
Among them are Mercedes-Benz, Nissan and Stellantis, which plan to integrate Wayve’s technology into their vehicles. Nissan has already indicated that it wants to use it to strengthen its driver assistance systems from 2027.
On the technological side, Microsoft and Nvidia are among the recurring supporters. Nvidia has maintained a close development relationship with the startup for several years. This convergence between computing supplier and software publisher highlights the ongoing consolidation around hardware platforms capable of supporting increasingly complex AI models.
Uber, operational and financial partner
Uber’s additional commitment, conditional on the deployment of robotaxis, gives an operational dimension to the fundraising. The platform plans commercial trials of vehicles equipped with Wayve software and discusses potential deployment in more than ten markets.
For Uber, the challenge is to secure access to autonomous technology without internalizing all of the research and development costs. For Wayve, the alliance offers the prospect of rapid scaling via an already structured global network.
