NVIDIA’s data-centre strategy combines cooling and power-management software with partner-led construction, including a planned Australian buildout of up to 2GW by 2027. The useful shift is from selling chips to shaping the facilities and infrastructure needed to run them at scale.
NVIDIA Watch analysis
What happened
A Data Centre Magazine feature, published on 1 October, describes NVIDIA’s DSX platform as covering facility infrastructure, computing, networking, software and reference designs. It says the Vera Rubin NVL72 uses direct liquid cooling with water at 45°C, while DSX MaxLPS can place up to 30% more GPUs within the same power envelope.
The feature also points to projects at very different stages. NVIDIA and Australian partners are targeting up to 2GW of DSX-based buildout by 2027. In South Korea, NVIDIA plans to invest US$1bn in the GAK Sejong data centre, where the proposed DSX deployment is set to grow from 55MW to 200MW by 2028; Brookfield has signed a non-binding term sheet for financing of up to US$9bn.
Why it matters
AI capacity depends on more than how many accelerators a company can buy. Power, cooling, networking and the ability to build and finance a site all shape how much computing can actually come online. The reported cooling and power-density figures show how facility design is becoming part of the chip-and-software pitch.
The scale of the plans is striking, but planned capacity is not operating capacity. The Australian target is a buildout goal, and the Korean financing term sheet is non-binding. Those distinctions are less glamorous than gigawatts, but considerably more useful.
Our read
NVIDIA is positioning itself not just as a supplier to AI data centres, but as a guide to how they are designed and expanded. That could make its platform more valuable to operators, while deepening their reliance on NVIDIA’s ecosystem. The claims about cooling and GPU density are worth watching; the real test is what gets built and how the systems perform in working facilities.
What to watch
- Whether the Australian partners convert the 2GW target into named sites and construction milestones.
- Whether the GAK Sejong expansion and proposed financing move beyond plans and a non-binding term sheet.
- Whether NVIDIA publishes operating evidence for the cooling and GPU-density claims.
Discussion spark: If one chip supplier also shapes a data centre’s software, cooling and design, is that useful integration or too much control over the AI infrastructure stack?
Sources and evidence
- How NVIDIA's AI Factories Are Reshaping Data Centre Design – Data Centre Magazine (1 October 2026, 11:13 UTC)
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