NetBox Labs for AI Infrastructure

Powering the next generation of AI datacenters

Design, procure, document and automate AI datacenters with gigawatts of scale.

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100s of racks, 10k+ GPU hosts, multi-tenant segregation, dynamic provisioning of compute clusters. Teams use the NetBox Labs platform to design, deploy, operate, and scale modern AI infrastructure.
Built on NetBox, the #1 network & infrastructure system of record

The NetBox Labs platform gives AI datacenter teams one foundation

Model your intent, see what’s actually deployed, act on it through humans, automation, or agents, and govern every change at scale.

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Accelerate datacenter design and deployment
Design, procure, document, and deploy upgrades or new datacenter infrastructure quickly and precisely, with NetBox Asset Lifecycle and the NetBox Labs platform.
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Drive scalable automation
Generate and deploy thousands of device configurations at scale, seamlessly integrating with human or agent-led automation workflows across large, distributed datacenter footprints. Our APIs enable integration with existing tooling.
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Work with the experts in AI infra management
NetBox Labs works with dozens of neoclouds and hyperscalers to deliver today's AI datacenters. Engage with our leadership to get best practices, direct roadmap input, early access to new tech.
Use Cases

Manage your entire AI-scale infrastructure at speed. From operations to automation (and beyond)

Network Infrastructure Modeling Visual
Model
End to end network and infra modeling
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NetBox Visual Explorer provides visibility across pod interconnections, fabrics, top-of-rack switches, spine/leaf fabrics, etc.
Observability Assurance Visual
See
Observability and Assurance for network consistency
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Eliminate drift by aligning real-time network state with intended configurations.
Scalable Automation Visual
Act
Scalable automation and configuration management
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Real-time streaming events unlock effective automation at AI scale.
Security Compliance Visual
Govern
Security and compliance at unprecedented scale
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Enforce standardization across device configurations and access policies with NetBox Change Management.
"We have dozens of data center builds this year alone. NetBox is crucial for accelerating our timelines, deploying a data center even a month sooner as a result of these efficiencies can directly impact our revenue.”
Jim Julson
Director of Network
at CoreWeave