Founded in 2017 by Alex Kendall and Amar Shah, Wayve is a London-based autonomous vehicle startup that utilizes end-to-end deep learning to create adaptable self-driving technology. Unlike traditional systems that rely heavily on hand-engineered rules and high-definition maps, Wayve's approach enables vehicles to learn and navigate complex urban environments using machine learning models trained on vast amounts of real-world data. This methodology allows for rapid scalability across different geographies and vehicle platforms. Wayve has secured significant investments from leading tech companies, including Microsoft, SoftBank, and Nvidia, and has formed strategic partnerships with Uber to accelerate the deployment of autonomous ride-hailing services.