It brings its connected fleet, real-world driving data, vehicle platform, and system requirements to build a faster development loop for advanced driving systems.

The data layer turns raw driving logs into better physical AI models Automotive is one of the clearest proving grounds for physical AI.

Each stage runs as a job on Microsoft Azure, where the Volkswagen Group manages its fleet data.

A common data model lets driving data and scenarios created in one project carry forward across vehicle programs, software releases, and brands.

About Voxel51 Voxel51 is an end-to-end data platform for physical AI, helping teams turn complex multimodal datasets into better AI models.