Data Center Solutions

AI Factories

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

Overview

AI Factories for the Era of AI Reasoning

AI scaling laws are driving unprecedented demand in compute across every stage of the AI lifecycle, from data ingestion and training to fine-tuning and long-thinking inference. To meet this demand, a new operational model has emerged: the AI factory. Unlike traditional data centers, AI factories are purpose-built to manufacture intelligence at scale, tightly integrating accelerated infrastructure and AI software to optimize token generation, the fundamental unit of AI.

AI factories unify five critical layers—energy, chips, infrastructure, models, and applications—into a system designed for the demands of agentic AI, physical AI, and high-performance compute (HPC). With end-to-end accelerated computing solutions from NVIDIA, AI factories deliver peak performance and energy efficiency, empowering enterprises to deploy secure, future-ready AI while maximizing ROI.

Learn How NVIDIA Built Their AI Factory

Explore how NVIDIA IT applies its own AI factory approach internally to scale AI across the enterprise. By unifying AI software and infrastructure and deploying AI agents, NVIDIA accelerates productivity, streamlines operations, and demonstrates a real-world blueprint for AI at scale.

NVIDIA Releases Vera Rubin DSX AI Factory Reference Design

The NVIDIA Vera Rubin DSX AI Factory reference design and Omniverse DSX blueprint complement each other, guiding the build of high-efficiency AI infrastructure while enabling digital twins to design and simulate AI factories before deployment.

Benefits

Build, Deploy, and Connect to AI Factories

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

Faster Time to Value

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

Partner Ecosystem Validation

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

Scalable AI Deployment

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

NVIDIA IT’s AI Factory Drives Enterprise Innovation at Scale

NVIDIA built a unified AI factory to scale generative AI and agentic workflows across the enterprise, ensuring security, performance, and consistency. The platform supports hundreds of AI agents that accelerate innovation, streamline software and hardware engineering, and optimize supply chain operations—reducing planning times by over 95% percent and achieving decades’ worth of engineering work in just one year.

Get Started

Easily Build and Deploy AI Factories With NVIDIA

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 architecture with recommended configurations from NVIDIA Enterprise Reference Architectures.

Products

Technologies Behind AI Factories

NVIDIA Blackwell architecture, accelerated networking, and NVIDIA AI software combine to deliver performance, scalability, and production-ready AI.

NVIDIA Blackwell: The AI Factory Engine

NVIDIA Blackwell powers the full AI lifecycle through a unified architecture that delivers breakthrough performance, energy efficiency, and scale. Optimized for modern AI workloads, it accelerates training, fine-tuning, and long-thinking inference for agentic and reasoning models.

Scale AI With High-Bandwidth Networking

NVIDIA networking maximizes AI training and inference performance through ultra-low latency and high-bandwidth connectivity. Co-designed GPUs, SuperNICs, and DPUs ensure efficient, scalable infrastructure, while intelligent congestion management and adaptive routing optimize multi-node, multi-GPU performance at scale.

Accelerate AI Development and Deployment

NVIDIA AI Enterprise is an end-to-end software suite that accelerates enterprise and agentic AI from development to production, enabling organizations to scale efficiently. Intelligent orchestration maximizes GPU utilization through dynamic resource allocation, while advanced simulation and OpenUSD-based workflows support physical AI and digital twin applications.

NVIDIA Rubin Platform

NVIDIA Rubin Platform

The Next Generation of AI

The NVIDIA Rubin platform powers modern AI factories, accelerating agentic AI and advanced reasoning at scale. Through extreme chip co-design, it supercharges inference performance, delivering more tokens per watt and lower cost per token than the NVIDIA Blackwell generation.

NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Cost for Agentic AI

Built to accelerate the next generation of agentic AI, NVIDIA Blackwell Ultra delivers breakthrough inference performance with dramatically lower cost. Cloud providers such as Microsoft, CoreWeave, and Oracle Cloud Infrastructure are deploying NVIDIA GB300 NVL72 systems at scale for low-latency and long-context use cases, such as agentic coding and coding assistants.

This is enabled by deep co-design across NVIDIA Blackwell, NVLink™, and NVLink Switch for scale-out; NVFP4 for low-precision accuracy; and NVIDIA Dynamo and TensorRT™ LLM for speed and flexibility—as well as development with community frameworks SGLang, vLLM, and more.

Solutions

AI Factory Knowledge Center

Explore proven architectures, validated designs, and data platform guidance for designing, building, and deploying AI factories with NVIDIA and our ecosystem partners.

Build Full-Stack AI Factories With the NVIDIA Validated Design

The NVIDIA Enterprise AI Factory is a validated design that offers proven, full-stack guidance for building and deploying an on-premises AI factory. Validated across a broad partner ISV ecosystem, this design ensures interoperability with leading enterprise AI software, open models, and infrastructure platforms. It simplifies deployment, mitigates risk, and accelerates the path to production AI.

Accelerate AI Infrastructure With NVIDIA Enterprise Reference Architectures

Cluster design blueprints for AI factories provide detailed guidance across compute, networking, and storage optimized for AI workloads. Validated across the NVIDIA-Certified partner ecosystem, they ensure interoperability with leading servers, accelerators, and storage platforms while simplifying deployment and scaling to accelerate time to value.

Deliver AI-Ready Data With the NVIDIA AI Data Platform

A customizable reference design that integrates accelerated computing with enterprise storage to deliver low-latency, high-performance AI data pipelines. Built with leading storage partners, it enhances the performance and accuracy of agentic AI and retrieval-augmented workflows, while a zero-trust architecture with accelerated encryption and real-time threat detection protects data and ensures compliance.

Deploy Gigawatt-Scale AI Factories With the NVIDIA DSX Reference Design

NVIDIA DSX is a comprehensive framework for building co-designed AI infrastructure that maximizes tokens per watt and accelerates time to first production. Its open, modular software stack integrates compute, power, cooling, networking, and operations into a unified architecture, enabling scalable, energy-efficient AI factories. Supported by a broad industry ecosystem, DSX helps organizations streamline deployment, reduce risk, and operate AI infrastructure with greater performance and confidence.

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?

Learn how to deploy a full-stack enterprise AI factory at scale.

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.