WeRide Unveils One-Stage End-to-End ADAS, Set for Mass Production in 2025

WeRide has unveiled WePilot AiDrive, a one-stage end-to-end ADAS solution developed in partnership with Bosch. The system integrates sensing and decision-making into a single architecture, enabling faster responses, shorter routes, and greater fault tolerance. WePilot AiDrive has completed core function validation and is expected to enter mass production in 2025, paving the way for smarter, more efficient, and widely accessible assisted driving solutions worldwide.

WeRide (Nasdaq: WRD), a global leader in autonomous driving technology, has unveiled WePilot AiDrive, a groundbreaking one-stage end-to-end Advanced Driver Assistance System (ADAS) developed in partnership with Bosch. This innovative solution integrates sensing and decision-making into a single architecture, enabling vehicles to "see and act" simultaneously, much like a skilled human driver. This integration delivers faster responses, shorter driving routes, and greater fault tolerance.

WePilot AiDrive has completed core function validation and is expected to enter mass production in 2025. This milestone follows six months after WeRide and Bosch brought their two-stage end-to-end solution into mass production. The new system is designed to navigate complex road scenarios with ease, including lane changes in heavy traffic, detours around unplanned construction, unprotected turns at intersections, and interactions with pedestrians and roadside obstacles.

The one-stage, end-to-end architecture of WePilot AiDrive offers several key advantages. Its scalable computing power allows it to run on high-performance platforms and scale down to mid- and low-power setups via model distillation. The system supports both pure vision and multi-sensor fusion, providing flexibility for various sensor setups. Additionally, it uses extensive driving data to automatically generate training labels, continuously improving performance in a cost-effective manner.

The partnership with Bosch, a leading Tier 1 supplier, provides WeRide with established manufacturing channels and industry credibility, crucial for mass adoption. This collaboration addresses critical barriers to widespread ADAS adoption, such as scalability, sensor adaptability, and continuous improvement without proportional cost increases.

WeRide's introduction of WePilot AiDrive represents a significant technological advancement in the ADAS market. The shift from a traditional two-stage architecture to a one-stage end-to-end solution fundamentally changes how autonomous systems process information and react to their environment, mirroring human cognition more closely. This approach has the potential to redefine the driving experience, making it safer and more efficient for end users.

References:
[1] https://www.globenewswire.com/news-release/2025/08/21/3136941/0/en/WeRide-Unveils-WePilot-AiDrive-A-One-Stage-End-to-End-ADAS-Targeted-for-Mass-Production-in-2025.html
[2] https://www.stocktitan.net/news/WRD/we-ride-unveils-we-pilot-ai-drive-a-one-stage-end-to-end-adas-meroxp15ph5n.html