IREN and BE Networks Accelerate Deployment of Large-Scale AI Factory with NVIDIA DSX Air
Rhea-AI Summary
IREN (NASDAQ: IREN) and BE Networks are using NVIDIA DSX Air to simulate and validate the network architecture for IREN’s planned deployment of over 50,000 NVIDIA Blackwell Ultra GPUs.
The digital twin will let teams test network topologies, automation workflows, and operations across compute, networking, storage, orchestration and security layers before physical AI factory deployment.
Positive
- Simulation of network for >50,000 NVIDIA Blackwell Ultra GPUs before deployment
- Use of NVIDIA DSX Air to create production-representative AI cloud digital twin
- Ability to validate network topologies and automation workflows in advance
- BE Networks’ Verity platform supports Day 0–Day 2 automated deployment
- Design and software validation timelines reduced from months/weeks, per NVIDIA
Negative
- None.
News Market Reaction – IREN
In the Jun 1 session, IREN gained 2.82%, reflecting a moderate positive market reaction. Argus tracked a peak move of +14.1% during that session. Our momentum scanner triggered 25 alerts that day, indicating elevated trading interest and price volatility.
Data tracked by StockTitan Argus on the day of publication.
Key Figures
Previous AI Reports
| Date | Event | Sentiment | 24h Move | Catalyst |
|---|---|---|---|---|
| May 07 | Major NVIDIA AI deal | Positive | +7.7% | Signed five-year $3.4bn AI cloud contract with NVIDIA for Blackwell GPUs. |
| Mar 04 | GPU fleet expansion | Positive | -8.5% | Agreed purchases for 50,000+ NVIDIA B300 GPUs, expanding fleet to 150,000 GPUs. |
| Nov 03 | Microsoft AI contract | Positive | +11.5% | Signed multi-year GPU cloud contract with Microsoft valued at about $9.7bn. |
| Oct 07 | New AI cloud contracts | Positive | +6.8% | Announced multi-year AI cloud contracts, targeting >$500m ARR by Q1 2026. |
| Sep 22 | GPU capacity ramp | Positive | +8.4% | Doubled AI Cloud to 23,000 GPUs via $674m procurement and raised ARR target. |
24h Move is the share-price change in the day after each event; other market factors may also have contributed.
AI-related announcements have generally seen positive price reactions, with one notable selloff on capacity and funding expansion news.
Over the past year, IREN has announced multiple large-scale AI cloud milestones. These include expanding to 150,000 GPUs and targeting >$3.7bn AI Cloud ARR, a $9.7bn multi-year GPU cloud contract with Microsoft, and a $3.4bn five-year AI cloud contract with NVIDIA tied to Blackwell deployments at Childress. Earlier AI cloud expansions to 23,000 GPUs and ARR targets above $500m framed the company’s pivot from mining toward AI infrastructure. Today’s DSX Air simulation news fits into this ongoing build-out and operationalization of large GPU fleets.
Key Terms
digital twin technical
nvlink technical
ethernet technical
AI-generated analysis. How Rhea-AI works. Not financial advice.
High fidelity simulation environment will help validate large NVIDIA GPU AI infrastructure before physical deployment
The initiative will enable IREN and BE Networks to utilize a production-representative digital twin of IREN's AI cloud environment before the physical infrastructure is deployed. Using NVIDIA DSX Air, the companies can model the behavior of large-scale GPU clusters, validate network topologies, test automation workflows, rehearse changes and identify issues before they impact production systems.
AI infrastructure performance depends on far more than compute availability, and factors like network design, provisioning accuracy, policy validation and operational readiness directly affect GPU utilization, workload performance and time-to-compute. NVIDIA DSX Air is a platform that logically simulates a full AI factory ecosystem of NVIDIA and partner technology to simplify and accelerate complex AI deployments, providing a high-fidelity simulation of NVIDIA AI compute, NVIDIA Spectrum-X Ethernet and NVIDIA NVLink scale-up networking. NVIDIA DSX Air gives infrastructure teams the ability to simulate these complex environments in advance, including compute, networking, storage, orchestration and security layers.
"AI cloud infrastructure at this scale requires extreme precision," said Denis Skrinnikoff, CTO of IREN. "By combining NVIDIA DSX Air with BE Networks' automation expertise, we can validate critical design and operational decisions before deployment, reduce integration risk and bring customer capacity online with greater confidence."
"Large GPU clusters introduce a level of network complexity that traditional lab environments cannot match," said Amir Elbaz, CEO & Founder BE Networks. "NVIDIA DSX Air gives us a virtual environment to prove the design, while Verity helps automate the path from validated intent to production-ready infrastructure."
"AI factories are among the most complex systems ever built, and simulation is becoming essential to deploying them at speed and scale," said Gilad Shainer, Senior VP of Networking at NVIDIA. "With NVIDIA DSX Air, organizations can create digital twins of their infrastructure, validating infrastructure designs in weeks instead of months, and validating and deploying software in days instead of weeks."
BE Networks will support the initiative with its Verity automation and orchestration platform, helping IREN translate validated designs into repeatable deployment workflows across Day 0 design, Day 1 turn-up and Day 2 operations.
The result is a modern deployment model for AI cloud infrastructure: simulate first, validate at scale, automate the rollout and deploy with confidence.
About IREN
IREN is a vertically integrated AI Cloud provider, delivering large-scale data centers and GPU clusters for AI training and inference. IREN's platform is underpinned by its expansive portfolio of grid-connected land and power in renewable-rich regions across
For additional information visit: www.iren.com
About BE Networks
BE Networks is a leading software solution developer specializing in the hyperautomation, lifecycle management, and monitoring of next-generation GenAI, core data center, and multi-vendor campus edge infrastructure. Headquartered in Richardson, Texas, the company is dedicated to transforming enterprise networking by replacing complex operational workflows with agile, secure, and highly scalable open-networking alternatives. The company's flagship intent-based networking (IBN) orchestration platform, Verity, delivers seamless Day 0 to Day N full lifecycle management for modern IP-Clos data center fabrics, with specialized enterprise readiness for open network systems like SONiC. Complemented by its AIOps and observability solution, Satori, and agentic AI platform, SensAI, BE provides deep real-time telemetry, machine-learning-based predictive insights, and automated workflows across active compute, storage, and networking layers. By leveraging the same open architectural efficiencies used by hyperscale cloud providers, BE enables global enterprises to significantly reduce operational overhead, eliminate manual configuration errors, and future-proof their AI-native infrastructure.
For more information, visit: www.be-net.com
Media Contact
IREN
Investors: IR@iren.com
Media: media@iren.com
BE Networks
Media: info@be-net.com
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SOURCE BE Networks