Wayve develops autonomous driving software that leverages camera-based deep learning technology as an alternative to traditional high-definition mapping approaches. Based in London, the company differentiates itself in the competitive autonomous vehicle market by focusing on vision-based artificial intelligence that can adapt to diverse driving environments without requiring pre-mapped routes. This approach potentially reduces infrastructure costs and deployment complexity compared to conventional autonomous driving systems that rely heavily on detailed mapping data. Wayve continues to advance its machine learning capabilities while working toward scalable autonomous driving solutions that can operate effectively across varied real-world conditions and geographic locations.