Question: I need a tool that can support all levels of autonomy in automated driving, with a focus on data reuse and virtual sensor technology.

If you're looking for a full-stack tool that spans all levels of autonomy for automated driving, with a strong focus on data reuse and virtual sensor technology, aiMotive is a great option. Their full-stack platform includes aiDrive, which covers all levels of autonomy with advanced virtual sensor technology, and aiData, a powerful data pipeline for automating data collection, annotation, and synthetic training data generation. And aiSim provides a virtual validation suite for end-to-end simulation, which is ISO26262 ASIL-D certified.

Another tool worth considering is Scale, which offers a suite of data products geared for autonomous vehicles, mapping, AR/VR and robotics. Its For Automotive product spans L2 to L5 autonomy, offering high-quality data to help improve model performance. Scale also offers tools for data labeling and curation, helping you to better manage the complex data streams that AI models need to learn from.

If you're looking for a more specific application of autonomous driving technology, Mobileye offers a broad range of solutions from basic driver-assist systems to end-to-end self-driving systems. Its technology uses a single camera sensor to improve safety, with a scalable system-on-chip family that balances safety and performance for a range of driving scenarios. That makes Mobileye a good option for automakers that want to add autonomous driving abilities to a range of vehicles.