Wayve focuses on creating self-driving technologies through data and machine learning. By employing deep reinforcement learning, the platform allows vehicles to learn from experiences in real-time, adapting to various driving conditions and environments. This approach emphasizes lower reliance on pre-coded rules, promoting a more flexible and intelligent driving system that can evolve through experiences, making it suitable for urban and complex scenarios.

Kommu offers KommuAssist, an AI-driven Level 2 autonomous driving system designed to provide Adaptive Cruise Control (ACC) and Lane Keeping Assist System (LKAS) features. This plug-and-play hardware runs on bukapilot software, which is tailored to Malaysian roads, providing smoother and safer driving experiences. KommuAssist supports multiple car models and aims to democratize access to self-driving technologies, making them affordable and convenient for the general public.