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Shipping container sized computing hubs designed to bypass grid constraints and accelerate AI infrastructure delivery.
Artificial intelligence infrastructure in Australia is shifting towards modular deployment, with portable data centres designed to operate alongside renewable energy projects rather than within metropolitan areas. (main image: WinDC’s first modular AI data centre set for deployment in regional Australia, designed to operate alongside renewable energy generation.)
Sydney-based WinDC has partnered with US start-up Armada to deliver a network of modular AI data centres, with initial deployments planned across regional New South Wales and Western Australia. The units, described as shipping-container sized and ISO-compliant, are designed to be transported by truck and installed within approximately 90 days.
The approach reflects a change in how AI data centres are being delivered, with modular construction enabling rapid deployment and relocation in response to energy availability. Rather than relying on centralised infrastructure, the model positions computing capacity at the point of energy generation.
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Modular infrastructure responds to grid constraints and AI demand
The partnership is framed around a structural limitation in Australia’s energy network. In 2025, 7.2 terawatt-hours of renewable energy was curtailed due to grid constraints, with forecasts suggesting this could exceed 10 terawatt-hours in 2026. By locating modular data centres at wind, solar and battery sites, the system bypasses transmission bottlenecks.
“Australia has the wind, the sun, and the land to be a genuine force in global AI infrastructure,” said WinDC founder and CEO Andrew Sjoquist. “What has been holding us back is the grid.”
Each modular unit operates on 100 per cent renewable energy and uses a closed-loop cooling system that does not require water, differentiating it from conventional data centres. The units are also designed to convert curtailed energy into a usable resource, improving the commercial performance of renewable assets.
The shift towards modular AI data centres aligns with broader increases in computing demand. Australia’s National AI Plan reported that data centres consumed 4 terawatt-hours of electricity in 2024, representing two per cent of National Electricity Market supply. Demand is projected to increase significantly, with the Australian Energy Market Operator forecasting substantial growth through to 2050.
“The demand for real-time data processing and AI inference is growing faster than centralised infrastructure can support,” said Armada co-founder and CEO Dan Wright. “This partnership with WinDC enables sovereign AI factories to be built where energy is produced, delivering resilient, scalable compute without waiting on grid expansion in Australia.”
WinDC plans to deploy 11 megawatts of modular data centre capacity as part of the initial rollout. While units are currently manufactured in the United States and Europe, both companies have indicated a shift towards Australian-based production if deployment targets are met, aligning modular manufacturing with domestic infrastructure delivery.
