Data Centers for the Era of AI Reasoning

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

Overview
Infrastructure
Deployment
Enterprise AI
Workload
Resources

Overview
Infrastructure
Deployment
Enterprise AI
Workload
Resources

AI Factories for the Era of Reasoning

AI factories are designed to meet the high demands of AI model creation and deployment. Unlike traditional data centers, AI factories require specialized components like high-performance GPUs and CPUs, advanced networking, and cooling systems to support the intensive computational needs of AI workloads. These factories excel at AI reasoning—enabling faster, more accurate decision-making across industries. And using NVIDIA's end-to-end accelerated computing platform, they’re optimized for energy efficiency while accelerating AI inference performance, helping enterprises deploy secure, future-ready AI infrastructure.

The AI Factory

The NVIDIA accelerated computing platform powers the world’s AI infrastructure. With advanced GPU, CPU, and DPU technologies, it automates the AI factory, unlocking new possibilities for business, research, and design.

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Building the AI Factories of Tomorrow—Before They Even Exist

The NVIDIA Omniverse™ Blueprint for data center digital twins lets engineers design, test, and optimize AI factories in a digital twin before a single server is installed.

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Full-Stack Data Center Infrastructure

Reimagine the data center for the age of AI with the NVIDIA accelerated computing platform. With leading-edge technologies like NVIDIA CUDA-X™ and NVIDIA AI Enterprise that span inference performance, security, networking, and more, these architectures are ready to take on every challenge of the data center.

Architectures for AI Factories

NVIDIA Blackwell GPU Architecture

The NVIDIA Blackwell architecture defines the next chapter in generative AI and accelerated computing with unparalleled performance, efficiency, and scale. NVIDIA Blackwell features six transformative technologies that unlock breakthroughs in data processing, electronic design automation, computer-aided engineering, and quantum computing.

Learn More About the NVIDIA Blackwell Architecture

Grace CPU Architecture

The NVIDIA Grace™ architecture is designed for a new type of emerging data center—AI factories that process and refine mountains of data to produce intelligence. These data centers run a variety of workloads, from AI training and inference, to high-performance computing (HPC), data analytics, digital, and thousands of hyperscale cloud applications

Learn More About the NVIDIA Grace Architecture

BlueField Networking Platform

The NVIDIA® BlueField® networking platform ignites unprecedented innovation for data centers and supercomputing infrastructures. By offloading, accelerating, and isolating a broad range of advanced networking, storage, and security services, BlueField DPUs and SuperNICs provide a secure and accelerated infrastructure for any workload in any environment, from cloud to data center to edge.

Learn More About the NVIDIA BlueField Networking Platform

Development to Deployment

From the Cloud…

With cloud-based GPU solutions, enterprises can access high-density computing resources and powerful virtual workstations at any time, from anywhere, with no need to build a physical data center.

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Computing Solutions

To the Office…

From virtual desktops, applications, and workstations, to optimized containers in the cloud, data scientists, researchers, and developers can power GPU-accelerated AI and data analytics at their desks.

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and Workstation Solutions

To the Data Center...

GPU-accelerated data centers deliver breakthrough performance for compute and graphics workloads at any scale with fewer servers, resulting in faster insights and dramatically lower costs. Sensitive data can be stored, processed, and analyzed while operational security is maintained.

Learn About Accelerated
Computing Solutions

To the Edge

AI at the edge needs a scalable, accelerated platform that can drive decisions in real time and allow every industry to deliver automated intelligence to the point of action—stores, manufacturing, hospitals, smart cities.

Learn About Edge Computing
Solutions

AI Data Platform for Enterprise

Powering a new class of enterprise infrastructure for agentic AI.

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For Every Data Center Workload

Generate and collect unparalleled volumes of data. Deploy generative AI to create innovative solutions. Accelerate AI inference processes. Enhance applications to drive scientific breakthroughs. Gain insights into the workloads that harness the efficiency and superior performance of our data center technologies.

Data Science

Accelerate data pipelines end to end.

Every day, businesses are collecting unprecedented amounts of data. This massive amount of information is a missed opportunity for those not using GPU-accelerated analytics.

The more data you have, the more you can learn. With the NVIDIA data center platform, businesses can create actionable insights faster than ever before.

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Generative AI

Customize and deploy pretrained foundation models.

Generative AI capabilities are taking the world by storm. AI can now summarize text, compose images, write code, and more. Enterprise applications need AI that’s customized to focus on their domain, be knowledgeable about their business, and have the skills necessary to accomplish high-value tasks. These models need to scale across business functions and learn as the business grows and evolves. Generative AI models will codify your organization’s intelligence.

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AI Inference

Deploy AI models faster with more accuracy and fewer servers.

Accelerating inference workloads in the data center requires an agile, elastic infrastructure that can scale out and utilize every bit of compute resources available. The latest NVIDIA solutions are uniquely positioned to accelerate inference workloads, providing the highest throughput and real-time responsiveness needed to bring AI to applications.

Learn More About Accelerating Inference

High-Performance Computing

Accelerate scientific breakthroughs with enhanced precision and energy efficiency.

HPC is one of the most essential tools fueling the advancement of science in the data center. Optimizing thousands of applications across a broad range of domains, NVIDIA GPUs are the engine of the modern HPC data center. By delivering breakthrough performance with fewer servers resulting in faster insights and dramatically lower costs, the NVIDIA data center platform paves the way to scientific discovery.

Learn More About HPC

Rendering

Deliver stunningly realistic designs and simulations with unrivaled speed and precision.

Designers and artists across industries need to produce higher-quality content faster than ever, but productivity is limited by inefficient CPU-based render solutions. NVIDIA RTX™ Server breaks the confines of costly CPU render farms. A highly flexible reference design that can be configured with NVIDIA software and leading third-party software, it accelerates the most complex rendering workloads.

Learn More About GPU-Accelerated Rendering Solutions

Virtualization

Simplify management of virtualized data centers.

NVIDIA virtual GPU (vGPU) solutions support the modern, virtualized data center, delivering scalable, graphics-rich virtual desktops and workstations. Capable of running compute-intensive server workloads, including AI, deep learning, data science, and HPC on a virtual machine, these solutions also leverage the benefits of improved manageability and security.

Learn More About Virtualization

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