NVIDIA technology aims to give factories an AI brain

NVIDIA has recently announced the NVIDIA Factory Operations Blueprint (FOX) — a reference design for building an autonomous factory manager agent that continuously monitors and reasons across real-time data and orchestrates a fleet of speciality agents and machines to quickly resolve issues at scale, the company says.

NVIDIA says that FOX helps developers build secure, centralised factory manager agents for orchestrating and optimising specialised industrial AI agents for quality control, material transport and worker safety. Built with NVIDIA NemoClaw, AI-Q Blueprint and NVIDIA Nemotron open models, the blueprint provides a customisable foundation for connecting factory systems, automating model development and running intelligent operations at scale.

The blueprint is optimised to run on NVIDIA DGX Station, powered by the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip, featuring 20 petaflops of FP4 performance and 748 GB of coherent memory, and is capable of running large AI models up to 1 trillion parameters, making it capable of developing and running powerful AI agents locally.

According to the company, key capabilities of the FOX blueprint include:

• Connecting factory systems and agents: FOX integrates with industrial data sources, machines, applications and robot fleets, and can connect to specialised agents from leading software developers through standard application programming interfaces and agent skills.
• Automating AI model training: Factory manager agents can automate the full model-training lifecycle — identifying accuracy gaps, sourcing or synthetically generating training data, fine-tuning models and redeploying them into production.
• Operating intelligent factory workflows: Visual inspection, process compliance and material transport agents can be managed with NVIDIA open models and blueprints. Real-time factory data can also be visualised in an operational twin built with NVIDIA Omniverse libraries.
   

Taiwan manufacturers Advantech and Foxconn are among the first to deploy autonomous factory manager agents using the NVIDIA FOX blueprint and NemoClaw.

Foxconn, one of the world’s largest electronics manufacturers, is using the FOX blueprint and NemoClaw to build MoMClaw, a manufacturing operations multi-agent system.

Advantech has introduced the AI Factory Brain, an intelligent multi-agent system led by a factory manager agent built with the FOX blueprint and NemoClaw. Advantech has deployed the factory manager agent in its own factories to autonomously manage energy across HVAC and lighting specialised agents and projects to cut energy consumption by 10%.

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