NVIDIA 发布工厂运营蓝图 FOX，协调 AI 智能体排查生产问题
原标题：How NVIDIA Factory Operations Blueprint Coordinates AI Agents to Investigate Production Issues
AI 摘要
NVIDIA 发布 Factory Operations Blueprint（FOX）参考架构，用于在现有工厂系统中加入工厂经理智能体，协调专用智能体完成生产监控、根因分析和机器人调度。该蓝图基于 NVIDIA Agent Toolkit 构建，包含 LLM、Agent harness 和 OpenShell 隔离环境，支持 MCP、ROS 2 和 Isaac Sim 等集成。西门子埃尔朗根电子工厂已用其优化急单排产，端到端智能体系统可节省高达 20% 成本；结合 Cosmos 和 Omniverse 生成虚拟原型，可将上市时间缩短最多 40%。
正文节选
A Siemens report estimates that unplanned downtime costs an average large plant in the surveyed sectors $253 million per year. Whether investigating a failed circuit board or responding to a rush order, factory teams must gather evidence across systems, consult specialists, and coordinate the next step. The data may be available, but turning it into a response takes substantial time and effort. The NVIDIA Factory Operations Blueprint (FOX) provides a reference architecture for adding a factory m