NVIDIA DSX Sim

Accelerate time to first token and maximize operational efficiency with AI factories optimized in digital twins.

Overview

Design, Simulate, and Validate the Complete AI Factory

NVIDIA DSX™ Sim helps teams design and simulate complete AI factory environments as high-fidelity digital twins before construction and throughout operations. It brings together ecosystem tools, DSX Blueprints, DSX SimReady assets, and DSX Air in a shared model spanning compute, networking, power, cooling, facilities, and software. 

As part of the NVIDIA DSX AI Factory Platform, DSX Sim helps teams explore design options, predict system behavior, identify constraints earlier, accelerate deployment, and improve operational efficiency.

How Digital Twins Are Shaping the Future of AI Infrastructure

Hear from Jacobs, Phaidra, and PTC on how AI factory digital twins help teams design, build, and operate more efficient AI infrastructure.

NVIDIA Releases Vera Rubin DSX AI Factory Reference Design and Omniverse DSX Digital Twin Blueprint With Broad Industry Support

Explore how the NVIDIA Omniverse™ DSX Blueprint and partner ecosystem bring physically accurate digital twins to AI factory design and operations.

Demo: See an AI Factory Digital Twin in Action

Explore how the NVIDIA Omniverse DSX Blueprint, part of DSX Sim, helps turn AI factory designs and SimReady assets into an interactive environment for planning and simulation.

Use the NVIDIA Omniverse DSX Blueprint to explore a complete AI factory environment, compare layouts and configurations, and view power, cooling, and other simulation results in context. The reference implementation includes SimReady assets, a prebuilt web interface, sample scripts, and workflow guidance that teams can extend with ecosystem tools.

Technology

Core Capabilities of NVIDIA DSX Sim

DSX Sim technologies integrate with partner design and simulation tools to address distinct needs across the AI factory lifecycle, from creating the digital twin and preparing equipment data for simulation to testing infrastructure before deployment.

Accelerate Digital Twin Development

Use the NVIDIA DSX Blueprint as a starting point. It comes with a reference AI factory environment, a prebuilt web interface, sample scripts, and workflow guidance that teams can extend with ecosystem tools.

Prepare Assets for Simulation

Use DSX SimReady workflows to turn CAD and engineering data into OpenUSD assets with standardized geometry, metadata, connection points, and real-world properties. Package, validate, and index the assets to make them discoverable and provide structured, trusted context for partner simulations and AI agent workflows.

Test Infrastructure Before Deployment

Use DSX Air to model AI factory hardware and software infrastructure in the cloud, test topologies and partner integrations, and rehearse provisioning, automation, and change plans.

Benefits

Accelerate Time to Revenue, Improve Efficiency and Uptime, and Scale Reusable Workflows

DSX Sim helps teams model designs, configurations, and operational scenarios to accelerate time to first token, optimize tokens per watt, improve uptime, and scale reusable workflows.

Accelerate Time to Revenue

Explore design options and uncover constraints earlier, shortening the path from planning and design to first production.

Improve Efficiency

Model power, cooling, workload, and network tradeoffs before construction to optimize infrastructure and system performance.

Protect Uptime

Rehearse commissioning, operational changes, and failure scenarios in a digital twin before they affect production AI workloads.

Scale Repeatable Workflows

Enable teams and ecosystem partners to package, test, and reuse DSX-ready lifecycle workflows across deployments.

Ecosystem

Build With the DSX Sim Ecosystem

Bring AI factory digital twins to life with an open, interoperable ecosystem of partner software, simulation-ready assets, and infrastructure tools.

Resources

Explore the Latest News and Resources

Catch up on the latest news, explore technical guidance, and find resources to get started.

Next Steps

Start Building With DSX Sim

Explore tools and resources for designing, simulating, and optimizing your AI factory.

Explore the Omniverse DSX Blueprint

Build a physical AI factory digital twin using NVIDIA’s OpenUSD-based framework and implementation guidance.

Validate With DSX Air

Model the logical infrastructure that supports your AI factory before you deploy.