Data Center Solutions

AI Factories

Accelerate and deploy full-stack AI infrastructure purpose-built for AI factories.

Overview

AI Factories for the Era of AI Reasoning

AI scaling laws are driving massive increases in compute demands—needed for AI model creation and deployment, from data ingestion to training, fine-tuning, and high-volume inference. AI factories are designed to meet this demand. Unlike traditional data centers, an AI factory is specifically designed to manufacture intelligence at scale and, with specialized AI infrastructure, supports the intensive computational needs of AI workloads. These factories excel at AI reasoning, agentic AI, and physical AI, enabling faster, more accurate decision-making across industries. 

And with NVIDIA's end-to-end accelerated computing platform, AI factories are optimized to generate AI tokens with peak energy efficiency, helping enterprises deploy secure, future-ready AI with greater ROI.

AI Factories Are Redefining Data Centers and Enabling the Next Era of AI

NVIDIA and our ecosystem partners are building AI factories at scale for the AI reasoning era—and every enterprise will need one.

NVIDIA Expands Omniverse Blueprint for AI Factory Digital Twins With New Ecosystem Integrations and Tools

The NVIDIA Omniverse™ Blueprint for AI factory digital twins features expanded capabilities and deeper integrations across the AI factory’s power, cooling, and networking ecosystem.

Benefits

Build, Deploy, and Connect to AI Factories

Ignite your competitive edge and manufacture digital intelligence at scale with NVIDIA's AI factory. Experience unprecedented efficiency, accelerate AI reasoning, and future-proof innovation for tomorrow.

Faster Time to Value

NVIDIA’s AI factories accelerate time to intelligence at scale by delivering pre-engineered rack-level designs, secure AI, and an integrated software stack as composable, day-one-ready building blocks.

Greater Performance and Energy Efficiency per Token

NVIDIA’s accelerated computing delivers more tokens per watt by optimizing AI performance while dramatically increasing energy efficiency across AI factories and applications.

Integrated Partner Ecosystem

NVIDIA and our partners offer turnkey AI factories on premises and in the cloud using integrated, full-stack solutions based on NVIDIA accelerated computing and reference architectures worldwide.

Scalable AI Deployment

Built for strategic growth, AI factories drive scalable intelligence manufacturing, while modular upgrades maximize AI investments and long-term returns.

Infrastructure

NVIDIA Enterprise AI Factory Validated Design

Build AI factories at scale with the NVIDIA Enterprise AI Factory validated design, which offers guidance for deploying agentic AI, physical AI, and high-performance computing workloads on the NVIDIA Blackwell platform.

Products

Driving Scalable Intelligence Across AI Factories

NVIDIA delivers full-stack AI infrastructure for end-to-end optimization, ensuring maximum efficiency, scalability, and cost-effectiveness for deploying AI at scale.

NVIDIA RTX PRO Server for Enterprise AI Factories

  • Bring the performance and energy efficiency of the Blackwell architecture to every enterprise data center.
  • Built with NVIDIA RTX PRO™ 6000 Blackwell Server Edition GPUs, it’s the universal data center platform for both enterprise AI and visual computing.
  • Delivering breakthrough acceleration, with 5x the performance for a wide range of enterprise workloads.

The Best of NVIDIA AI in the Cloud

  • NVIDIA DGX™ Cloud is a unified AI platform with software, services, and expertise for evolving AI workloads. 
  • It offers optimized NVIDIA AI infrastructure on leading cloud providers.
  • DGX Cloud is your AI factory in the cloud, optimized for every AI workload.

NVIDIA Blackwell Accelerates Everything

  • The NVIDIA Blackwell architecture powers the next generation of AI factories ushering in the age of AI reasoning.
  • NVIDIA Blackwell defines the next chapter in generative AI with unmatched performance, efficiency, and scale.
  • The NVIDIA GB300 NVL72 redefines AI reasoning inference performance with a 50x leap in AI factory output.

Solutions

Full-Stack AI Factory Solutions

Leverage full-stack solutions for greater performance, security, and efficiency across AI workloads.

Faster, More Accurate AI Inference

  • Drive breakthrough AI performance at scale.
  • Leverage the world’s largest AI inference platform, delivering an exceptional combination of performance and value. 
  • Standardize model deployment across applications, AI frameworks, model architectures, and platforms.

Scale AI With High-Bandwidth Networking

  • Maximize AI training and inference performance with the ultra-low latency and high bandwidth of NVIDIA Networking.
  • Ensure the most efficient and scalable AI infrastructure with codesigned GPUs, SuperNICs, and DPUs.
  • Maximize multi-node, multi-GPU AI performance with smart congestion management and adaptive routing capabilities.

Accelerate AI Development and Deployment at Scale

  • Explore a catalog of enterprise-ready,  performance-optimized models for efficient inference and reasoning.
  • Accelerate deployment with powerful, ready-to-use model training, evaluation, AI guardrail, and retrieval-augmented generation (RAG) tools. 
  • Use reference workflows to build agentic AI systems that run anywhere and full-stack validated designs to build on-premises AI factories.

Resources

Read the Latest on AI Factories

AI Factory for the New Industrial Revolution

Discover how NVIDIA technologies are being used to build the AI factories that power the new era of accelerated computing and real-time generative AI.

Building Gigawatt-Scale AI Factories With Digital Twins

See how the NVIDIA Omniverse Blueprint for AI factory digital twins enables the design and optimization of data centers, ensuring a future-proof AI factory.

The AI Factory

Learn how the AI factory generates tokens to help build a future filled with endless possibilities—accelerated by human ingenuity and NVIDIA.

Next Steps

Ready to Get Started?

Explore the latest in reference architecture for fast and scalable AI factory deployment.

Visit the NVIDIA Marketplace

Explore the products and solutions that can help you begin scaling your AI infrastructure for AI factories, enabling faster time to value for physical and agentic AI workloads.

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