In-house AI, virtual validation and new computing hardware
Volkswagen starts Level 3 road testing in China
Benjamin MüllerBenjaminMüllerInternational Editor for ADT, aIT, AP & All-Electr.
2 min
Volkswagen produces vehicles and components in China through major joint ventures and local research hubs, shifting from an "In China, for China" model to a broader global tech-sourcing and export strategy.Volkswagen Group
VW has begun Level 3 road testing in China under a new permit for Hefei. The programme combines real-world data collection with an in-house AI stack, virtual validation and new computing hardware as the group targets customer-ready Level 3 functions in China from 2027.
Testing has already begun. Volkswagen plans to make its first Level 3 functions available to customers in China from 2027. “At Volkswagen, safety and reliability in autonomous driving have the highest priority. Technological progress must never come at the expense of safety,” says Ralf Brandstätter, CEO of Volkswagen Group China. He adds that the permit enables testing in real traffic and large-scale data collection as the group moves towards Level 3 readiness.
Where is Volkswagen building its automated-driving stack?
The road-test approval is part of a broader localisation strategy. Volkswagen has expanded its automated-driving activities in China and is using Carizon to build an in-house technology stack spanning software, AI models, data platforms and semiconductors.
Carizon launched its first L2+ system at the end of 2025. The more advanced L2++ version has since entered series production and is intended to add automated functions for urban traffic. Volkswagen continues to target the second half of 2027 for the first Level 3 functions.
The Chinese roadmap therefore goes further than the current strategies of several European premium OEMs. BMW and Mercedes-Benz are presently concentrating more heavily on Level 2++ development, arguing that higher automation levels still face questions around customer value and system cost.
Volkswagen Group China’s AI-powered ADAS roadmap.Volkswagen Group
How is AI expanding virtual validation?
Volkswagen is also increasing the role of AI in development. Its in-house GAIA 2.0 World Model runs ADAS safety simulations equivalent to around five million virtual kilometres every day, using a base of up to 30 million recorded traffic scenarios.
For the next stage, Volkswagen plans to increase the training base to the equivalent of ten million kilometres per day. The objective is to expose the system to rare and unexpected traffic situations during development before customers encounter them on public roads. This reinforces the growing role of virtual testing and validation alongside real-world driving data.
What role do C7H and the China architecture play?
In parallel, Volkswagen is developing the C7H system-on-chip. Together with the AI models and data platform, it is intended to form the technological basis for future Level 4 functions.
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The group also plans closer integration with the China Electronic Architecture, the locally developed software and hardware platform for upcoming vehicle generations. Linking the automated-driving stack with the wider E/E architecture should make the technology easier to scale across platforms and model ranges.
When does the vehicle become AI-defined?
The Level 3 programme forms part of Volkswagen’s broader China strategy, which increasingly positions the country as a development centre for AI-based mobility technologies. Locally developed vehicles are intended to use agent-based AI systems that can control functions contextually and connect different software domains.