Qiming Venture Partners portfolio company WeRide launches one-stage end-to-end ADAS solution, set for mass production in 2025
Unlike the traditional two-stage architecture that perceives first and decides second, WeRide WePilot AiDrive doesn't need to "see before it thinks" — the moment it sees, it's already turning the wheel. The path is shorter, the reaction faster, and the fault tolerance higher.
Recently, Qiming Venture Partners portfolio company WeRide (NASDAQ: WRD) officially launched "WePilot AiDrive," a one-stage end-to-end advanced driver-assistance solution developed in partnership with Bosch Group — just six months after the two companies' two-stage end-to-end solution entered mass production.
WePilot AiDrive has completed core function validation and is expected to enter mass production within 2025, helping propel the global ADAS industry toward more intelligent, efficient, and universally accessible large-scale deployment.
Compared with traditional two-stage architectures that perceive first and decide second, WeRide's WePilot AiDrive behaves more like a "veteran driver behind the wheel" — rather than "see first, think second," the moment it sees something, it's already moving the steering wheel. The path is shorter, the reaction faster, and the fault tolerance higher.
A WeRide WePilot AiDrive test vehicle on the streets of Guangzhou
WeRide WePilot AiDrive balances safety, comfort, and efficiency across all kinds of complex road conditions, handling with ease:
- Decisive and accurate lane changes in dense traffic
- Unplanned detours through construction zones
- Unprotected turns at intersections
- Pedestrian and vehicle mixing and yielding
- Negotiating tight-radius curves
- Instantaneous following and starting in traffic
- Complex interactions with pedestrians, oncoming vehicles, and roadside obstacles in narrow urban village streets
These highly challenging scenarios were reproduced one by one in real-world road tests, and WeRide WePilot AiDrive's performance was nothing short of impressive:
Navigating urban village streets at night, smoothly interacting with pedestrians, electric scooters, and roadside obstacles
Precisely identifying pedestrians crossing against strong backlight at night
Unprotected turn in a complex scenario
Continuous smooth lane changes with well-planned trajectories
Maintaining safe following distance in low-light tunnels, with human-like quick passing of slower vehicles
The architecture-level optimization enabled by one-stage end-to-end technology also gives WeRide WePilot AiDrive three key advantages: scalable compute adaptation, adaptability to different sensor configurations, and rapid iteration cycles measured in days. WeRide WePilot AiDrive supports both multi-modal sensor fusion and pure vision perception; it can be adapted to high-compute platforms, and through model distillation, quickly adapted to mid- and low-compute platforms as well. Through middleware, it decouples the algorithm layer from hardware and underlying software, modularizing L2 ADAS functions for rapid deployment and mass production.
A WeRide WePilot AiDrive test vehicle navigating downtown streets
Leveraging massive amounts of driving data, WeRide WePilot AiDrive can automatically generate training labels, continuously expanding model coverage of edge cases and further strengthening the system's understanding and handling of long-tail scenarios. This enables continuous, short-cycle, low-cost performance improvements for end users — truly delivering on "always fresh, always better the more you drive."
WeRide WePilot AiDrive has already demonstrated highly human-like L2 ADAS capabilities and extreme safety performance across multiple scenarios, and will enter mass production within 2025, providing end users with a more efficient and safer L2 driving experience.
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Founded in 2006, Qiming Venture Partners currently manages 11 USD funds and 7 RMB funds, with total assets under management reaching $9.5 billion. Since its inception, the firm has focused on investing in outstanding early- and growth-stage companies in Technology and Healthcare.
To date, Qiming Venture Partners has invested in over 580 high-growth innovative companies, of which more than 210 have listed on the New York Stock Exchange, NASDAQ, Hong Kong Exchanges and Clearing Limited, Shanghai Stock Exchange, and Shenzhen Stock Exchange, or exited through M&A and other means. More than 80 portfolio companies have become recognized unicorns or super-unicorns.
Many Qiming Venture Partners portfolio companies have grown into the most influential companies in their respective fields, including Xiaomi (01810.HK), Meituan (03690.HK), Bilibili (NASDAQ: BILI, 09626.HK), Zhihu (NYSE: ZH, 02390.HK), Roborock (688169.SH), UBTECH (09880.HK), WeRide (NASDAQ: WRD), Insta360 (688775.SH), Gan & Lee Pharmaceuticals (603087.SH), Tigermed (300347.SZ, 03347.HK), Zai Lab (NASDAQ: ZLAB, 09688.HK), CanSino Biologics (688185.SH, 06185.HK), Schrödinger (NASDAQ: SDGR), MicroPort EP MedTech (688617.SH), Sanyou Medical (688085.SH), Amoy Diagnostics (300685.SZ), Berry Genomics (000710.SZ), Sinocelltech (688520.SH), Yuanxin Technology, Insilico Medicine, MediLink Therapeutics, LaNova Medicines, Zhipu AI, StepFun, Biren Technology, and others.