Upstream Expands Live Digital Twins From Connected Vehicles to Robots and Physical AI

Upstream is expanding its live digital twin technology, proven in connected vehicles, to monitor robots, drones, humanoids, and agricultural machines. This approach helps diagnose issues by continuously representing machine behavior in real time across diverse autonomous systems.