Wayve courts carmakers with £2.2bn and human-like AI driving
TL;DR:
- London-based Wayve has raised £2.2bn ($2.8bn) from backers including Nvidia, Mercedes-Benz and Nissan.
- Its “end-to-end” AI turns sensor data straight into driving decisions, more like a human than rule-based systems.
- Wayve plans to put its software in Stellantis robotaxis on Uber’s network, with Nissan still weighing its safety approach.
One of Britain’s few frontier-AI champions is making its pitch to the global car industry. Wayve, founded in London in 2017, has pulled in £2.2bn ($2.8bn) from a roster that includes Nvidia, Mercedes-Benz and Nissan, and is positioning its self-learning driving system as something any carmaker can license.
Learning to drive, not coded to drive
Wayve uses end-to-end machine learning, which translates sensor data directly into driving decisions rather than following preset rules and high-definition maps. Chief executive Alex Kendall — a New Zealander who finished his AI doctorate at Cambridge — says the goal is “full self-driving possible for any vehicle, any brand, and anywhere around the world.” Unlike Tesla’s camera-only approach, Wayve’s system is built to work across different sensors and chips, which is what makes licensing to rival developers plausible.
The trade-off is interpretability. End-to-end systems behave like a “black box,” making it harder to explain a given driving decision — a concern Nissan’s tech chief voiced even while calling Wayve’s system the “most advanced” he had seen. Waymo, which now runs paid rides in around a dozen cities, still pairs end-to-end AI with rule-based coding, telling Reuters that on its own the approach “isn’t enough to guarantee safety at scale.”
For UK readers, Wayve is a reminder that domestic AI strength is not confined to language models and data-centre debates. It sits alongside stories such as London claiming a “legal AI crown” as evidence of British firms competing at the frontier — though independent experts, including a University of Warwick professor of safe autonomy quoted in the reporting, caution that no approach is provably safer than another.
Looking forward
Wayve says it has tested in hundreds of cities without the mapping and coding that rivals rely on, which it argues will speed expansion into new markets from bases in Tokyo, Stuttgart and Vancouver. Nissan plans a rollout in Japan by March 2028. Whether carmakers trust a system they cannot fully interrogate — and whether regulators agree — will decide how far Britain’s autonomy champion travels.