Advancing production-ready end-to-end AI for ADAS and automated driving

By Setform

The definition of the ‘smart car’ is continually evolving

The definition of the ‘smart car’ is continually evolving, most recently entering the era of agentic AI and the increasingly coined term ‘AI-defined vehicle’ (AIDV). AIDVs are shaped and refined by AI models, agentic agents and data-driven processes, essentially meaning a vehicle can learn, adapt and improve continuously

A recent technical collaboration between Qualcomm and Wayve is driving this development forward through the delivery of a pre-integrated advanced driver assistance and automated driving system (ADAS/AD) for vehicle manufacturers, supporting entry-level hands-off driving assistance up to eyes-off automated driving. The partnership combines Wayve’s AI Driver software with Qualcomm’s Snapdragon Ride platform and Active Safety software to offer an additional high-performance platform option for ADAS/AD.

WAYVE AI DRIVER

Wayve AI Driver is a data-driven AI driving software stack that learns driving behaviour directly from large-scale real-world data. The software enables adaptable performance across regions, road types and driving environments.

“Wayve AI Driver is designed as a flexible, vehicle-agnostic software that serves as the intelligence layer for autonomy for any vehicle, anywhere,” says Alex Kendall, co-founder and CEO of Wayve. “Our collaboration with Qualcomm Technologies provides global automakers building on Snapdragon Ride with a streamlined path to deploy market-leading, end-to-end AI automated driving capability alongside Qualcomm’s Active Safety Stack.”

By pre-integrating Wayve’s AI Driver with Snapdragon Ride, vehicle manufacturers gain an additional option for a modern, proven framework to deploy advanced ADAS/AD, as well as providing a path for higher levels of driving capability over the vehicle lifecycle.

“By combining our embodied AI driving intelligence with Qualcomm Technologies’ compute performance, platform maturity and global scale, we are expanding choice and delivering immediate value to automakers across ADAS and automated driving systems with natural progression from hands-off to eyes-off operation,” Kendall continues.

QUALCOMM’S SNAPDRAGON RIDE

Snapdragon Ride is built on an open, unified architecture that scales seamlessly from premium Snapdragon Ride Elite systems to mainstream vehicle platforms. This design helps give vehicle manufacturers consistent high performance and robust AI acceleration across different vehicle programmes and levels of driving capability. It is also designed to provide flexibility in system design and integration, while supporting the growing need for software and AI portability and reuse across platforms, tiers, and model years.

“ADAS is where scale, safety and real-world impact matter most for automakers today,” says Anshuman Saxena, vice president and general manager, ADAS and robotics, at Qualcomm Technologies. “Snapdragon Ride is built to support the widest range of long-term platform strategies, enabling automakers to standardise across programmes and regions while retaining flexibility.”

Snapdragon Ride with Active Safety Stack brings together Qualcomm’s automotive compute leadership and high-performance processing for on-device AI within a safety-certified architecture that incudes redundancy, real-time monitoring and secure system isolation.

Saxena adds, “Together with Wayve, we’re empowering automakers with more choice for how advanced driving systems are developed, deployed and scaled, while also helping them reduce development cycles, effort and risk.”

BENEFITS FOR AUTOMAKERS

Designed to serve as an advanced ADAS/AD foundation, the pre-integrated platform enables vehicle manufacturers to deploy capable, advanced features quickly, while also enabling customisation, future scaling and upgrading. By reducing the integration complexity of bringing together the SoC, active safety systems and the AI Driver, automakers can implement advanced, reliable ADAS/AD faster and with less time and effort. 

At its core, the system is engineered to support global deployment and long-term vehicle lifecycle and platform strategies. As part of the partnership, the companies plan to leverage Qualcomm’s SoCs in future Level 4 robotaxi applications. 

The platform’s open approach aims to increase flexibility while reducing cost, complexity and risk when compared to fragmented and closed approaches. This flexibility, combined with scalability, enables vehicle manufacturers to standardise across platforms and regions while retaining the ability to differentiate brand experiences and model tiers. Going forwards, the partnership will focus on simplifying implementation and meeting the priorities of vehicle manufacturers regarding safety, reliability, scalability and time-to-market. 

NEXT-GEN VEHICLE INTELLIGENCE

The integration of advanced generative AI into platforms such as Qualcomm’s Snapdragon ride are transitioning vehicles from reactive machines into proactive, intelligent ‘companions’ capable of understanding complex natural language, anticipating driver needs and delivering personalised experiences. The true benefit of advanced AI is its ability to communicate and coordinate across vehicle systems, rather than being confined to specific areas or domains. 

According to Qualcomm, the shift from hardware-centric machines to software-defined vehicles (SDVs) is opening up ‘unprecedented’ possibilities for how mobility is experienced. Looking to the future, the company envisages that vehicle value will be increasingly defined by the intelligence and experiences of its digital cockpit, the sophistication of its ADAS and its connection to the world around it, including cloud-based services and continuous innovation.

BUILDING THE SNAPDRAGON DIGITAL CHASSIS

As vehicle architectures shift from dozens of isolated electronic control units (ECUs) to centralised compute models, automakers need a scalable, unified platform. Qualcomm’s unified platform for SDV innovation began with automotive connectivity solutions, establishing a strong foundation in connectivity and telematics. The company then expanded into in-vehicle infotainment and digital cockpit systems, and when ADAS emerged Qualcomm committed significant resources to building system-on-chips, comprehensive software stacks, cloud data, development tooling and safety certifications. 

Eventually, the Snapdragon Digital Chassis was born; providing security and safety-focused, automotive-grade solutions that helped to bring the AIDV and SDV to life. Since then, the company has partnered with the likes of Volkswagen Group, BMW, Mercedez-Benz and Toyota to supply technologies for their SDV architectures.

Share This Article
Leave a Comment