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

Upstream is expanding into the physical AI market, extending its live digital twin infrastructure to robots, humanoids, drones, AMRs and agricultural equipment. The platform, proven across more than 40 million connected assets, combines telemetry, operational state, mission context and anomalies without requiring on-device software agents.

• Platform covers robots, humanoids, drones, AMRs and farm equipment
• Built on a footprint of over 40 million connected assets
• Agentless architecture needs no software installed on devices
• Ocean AI combines ML anomaly detection, generative AI and agentic response