Runware’s Big Bet: Building AI Data Centers on an Assembly Line

Runware is moving beyond its Sonic Inference Pod, a modular data center built in a factory and shipped ready to install. The company told TechCrunch it now wants to assemble these pods on a production line, similar to the way cars are manufactured. The pitch is straightforward: make AI infrastructure faster to deploy by shifting more of the build process into a controlled factory environment.

Runware CEO Flaviu Radulescu said the company plans to scale production at its Romania-based factory to 30 megawatts of data center capacity per day by 2028, or nearly 1 gigawatt per month. The company says it will gradually increase production starting next year and already has two factories, including a second facility expected to be finished within months and go online early next year. Runware also says pods could be brought online within 48 hours, referring to installation and setup time rather than build time.

Runware says customers can use their own site or have Runware find one for them. The company’s model includes renting compute from Runware or supplying GPUs and paying a monthly fee for pods and operations, with power and internet charged separately. The pods have a standard design but can be configured for customer needs and newer GPU chips, which Runware says may help it adapt during long GPU lead times.

TechCrunch notes that Runware’s plans still depend on execution: staffing, inventory, supply chain logistics, and funding. The company has raised more than $60 million to date and says it plans to raise a Series B, while finishing and launching the factory with its $50 million Series A. Runware says it has received $1 billion in committed interest for Sonic pods, representing over 20 megawatts, but it still relies on some external components and Nvidia networking.

Data centers continue to face scrutiny over electricity use and impacts on grids and local resources. Runware says its pods need power and an internet connection, use a closed-loop liquid cooling system with air-cooled radiators, and do not require a water connection. Radulescu said the company is working with power providers on a site pipeline covering 397 megawatts, with potential to expand to 1.2 gigawatts, and aims to use renewable energy as its main source.