London Self-Driving Firm Wayve Secures $2.8B to Advance End-to-End AI for Global Vehicle Compatibility

London-based autonomous driving company Wayve has secured $2.8 billion in funding, with investors including technology and automotive giants such as NVIDIA, Mercedes-Benz, and Nissan. The company employs end-to-end machine learning to directly translate sensor data into driving decisions, mimicking human drivers more closely than traditional approaches. Unlike conventional systems that rely on high-definition maps and pre-defined rules, Wayve’s solution does not require roads to be mapped in advance or custom code written for region-specific driving conditions. This approach offers superior hardware compatibility, enabling integration with a wide range of sensors and AI chips. Alex Kendall, co-founder and CEO of Wayve, stated that the technology can be licensed to virtually any autonomous vehicle company, with the goal of enabling full self-driving capability across all brands and vehicle models worldwide. Its AI driving engine can analyze real-time traffic dynamics, generate safety maps, and select viable routes on the fly. The company has already established operations in Tokyo, Stuttgart, and Vancouver, and its system—without any prior localization preparation—has been tested in hundreds of cities globally.