NVIDIA Publishes Factory Operations Blueprint for Coordinated AI Agents

The manager agent runs on a model such as NVIDIA Nemotron, uses the NemoClaw harness for tools, persistent memory and delegation to specialist agents, and relies on NVIDIA OpenShell to isolate execution and enforce access policies that determine which decisions need operator review. Specialists cover visual inspection via NVIDIA Cosmos, fleet management with Isaac Sim and ROS 2, and root cause analysis using Kumo Anomaly. A sample SMT line follows an AOI alert through secondary inspection, robot rework and a root cause report. FOX is offered through early access and can run fully on-premises on DGX Station.