The Scale Behind NVIDIA and IREN's AI Infrastructure Deal

As AI companies hunt for more compute power, the modern data centre is starting to look more like a utility-scale industrial project than a warehouse full of servers.

NVIDIA and IREN’s new partnership is the latest sign of that shift, with plans for up to 5GW of AI infrastructure and a Texas campus large enough to anchor a new generation of AI factories.

The deal combines NVIDIA’s DSX AI factory architecture with IREN’s data centre development capabilities, as operators race to secure the power capacity and infrastructure needed to support increasingly dense AI workloads.

The companies said future deployments are expected to focus heavily on IREN’s 2GW Sweetwater campus in Texas, which is being positioned as a flagship site for NVIDIA’s DSX-aligned infrastructure.

The agreement reflects the growing shift towards vertically integrated AI data centre developments, where compute, networking, cooling, power and operations are designed together rather than deployed separately.

As part of the partnership, NVIDIA and IREN plan to collaborate on deploying NVIDIA accelerated compute infrastructure inside DSX AI factories serving startups, AI-native companies and enterprise customers.

Jensen Huang, Founder and CEO of NVIDIA, says: “AI factories are becoming foundational infrastructure for the global economy.

“Deploying these systems at scale requires deep integration across the full stack – compute, networking, software, power and operations.

“IREN brings the scale and infrastructure expertise to help accelerate the buildout of next-generation AI infrastructure globally.

“Together, we are building for the age of AI.”

The Sweetwater campus as a focal point

The proposed scale of the deployment places the partnership among the larger AI infrastructure expansion plans currently announced by the industry.

Demand for AI-ready data centre capacity has intensified over the past year as hyperscalers, enterprises and model developers compete for access to GPU infrastructure capable of supporting training and inference workloads.

IREN’s Sweetwater campus is expected to play a core role because of its available power capacity and ability to support large-scale GPU deployments.

The site forms part of the company’s wider global pipeline of AI and high-performance computing infrastructure developments.

Alongside the infrastructure collaboration, NVIDIA has also secured a financial pathway into IREN through a five-year right to purchase up to 30 million shares of ordinary stock at an exercise price of US$70 per share.

If exercised in full, the arrangement would allow NVIDIA to invest up to US$2.1bn in the company, subject to regulatory and other conditions.

AI infrastructure race intensifies

The partnership highlights how AI infrastructure providers are increasingly forming closer relationships with chipmakers to accelerate deployment timelines and secure access to advanced compute platforms.

Daniel Roberts, Cofounder and Co-CEO of IREN, says: “This partnership combines NVIDIA’s AI systems and architecture leadership with IREN’s expertise across power, land, data centers, GPU deployment and infrastructure operations.

“Together, we believe we can accelerate deployment of AI infrastructure and expand access to compute for AI-native and enterprise customers globally.”

The collaboration also underlines the growing importance of large-scale power availability in determining where future AI data centre campuses are built and expanded.