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Runware wants car-factory production of AI data centers: 30 MW per day by 2028

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๐Ÿ“… 30 October 2026 โ€ข techcrunch.com

Runware, an AI infrastructure startup, wants to build data centers the way cars are built. The company told TechCrunch it plans to scale production at its Romania factory to 30 megawatts of data center capacity per day by 2028, which works out to nearly 1 gigawatt per month. For scale, the entire United States is expected to add roughly 10 gigawatts of data center power this year, so Runware's annual output would sit in the same range as the entire US expansion.

The product behind the plan is the Sonic Inference Pod, a modular data center that is factory-built and shipped to customers ready to install. Runware says it can bring customer pods online within 48 hours, and that figure covers installation and setup rather than manufacturing. A pod that once took three weeks to build will soon take one day at full production, according to the company. Runware already operates two factories, one it has used for several years and a second it started building earlier this year. The second is expected to be finished within months and go online early next year, before an expansion to the United States.

Runware is not alone in selling prefabricated infrastructure. Companies like Crusoe and Schneider Electric also ship prefabricated pods, though Runware argues it can deliver faster. The company has raised more than $60 million to date and frames its approach as an answer to the industry-wide push to deploy compute faster and more efficiently, on sites much smaller than hyperscaler campuses. The company said it is working with energy providers on a site pipeline covering 397 megawatts, with potential to expand to 1.2 gigawatts.

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IMPACT

For teams that buy or plan AI compute, the practical change is a shift in what procurement looks like. Capacity stops being a multi-year construction project and starts looking like a shipped product with a delivery date and a service contract for spare parts. A 48-hour setup window means capacity can follow demand rather than precede it by years, which matters for inference workloads that need to sit near customers or inside a specific jurisdiction. The caution is that 30 megawatts a day by 2028 is a company target, not delivered capacity. The second factory comes online early next year and the production ramp starts in 2027, so anyone budgeting against these numbers is underwriting a plan that is not yet proven at scale, on top of the ordinary requirements of securing power, land and network connectivity. As data center energy consumption faces growing scrutiny, Runware says its pods need only power and an internet connection, using closed-loop liquid cooling that does not require a water hookup.

Sources: techcrunch.com โ€” runware.ai โ€” fourweekmba.com

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