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# Runware says it wants to build AI data centres on a production line, like cars
- URL: https://theainewsfiles.com/runware-modular-ai-data-centre-factory-plan/
- Published: 2026-10-30T14:24:59.000Z
- Updated: 2026-10-30T14:24:59.000Z
- Description: Runware told TechCrunch it wants to build modular AI data centres on a production line, as if they were cars. Most of the figures come from its CEO, and TechCrunch calls them plans.
- Author: J E Cowie
- Tags: News

Runware, an AI infrastructure company, has told TechCrunch that it wants to build a factory that assembles its modular data centres on a production line, as if they were cars. TechCrunch published the report on 30 October 2026\. TechCrunch frames what Runware described as plans. In its own words: "Right now, these are all plans — execution is the test."

Most of the numbers below come from Flaviu Radulescu, Runware's co-founder and CEO, speaking to TechCrunch. They are Runware's targets and claims, not production figures.

## What a Sonic Pod is

Runware announced its Sonic Pods in a blog post dated 4 August 2026\. The company describes a pod as 1MW of compute in a 20-foot shipping container, holding around 1,200 GPUs. It says the pod uses a closed-loop liquid cooling system that consumes no water. According to the post, a pod arrives on a truck and needs ground, power and a network connection.

TechCrunch describes the product as a modular data centre built in a factory and shipped to customers ready to install. Runware says it ran its own inference work on the first pod it built. In the same post it said it was targeting more than 1GW of inference compute in its pods in 2027.

## The factory plan

Radulescu told TechCrunch that Runware plans to scale production at its Romania-based factory to 30 megawatts of data centre capacity per day by 2028, or nearly 1 gigawatt per month. TechCrunch adds its own comparison. At that pace, it writes, Runware would produce roughly as much in a year as the entire US was expected to add in data centre power this year. TechCrunch puts that US figure at about 10 gigawatts.

Radulescu said Runware already has two factories. He said one has been used for a few years to build the pods. The second was started earlier this year and, according to Radulescu, is expected to be finished within months and go online early next year. He said Runware will gradually increase production starting next year.

TechCrunch notes that the idea isn't entirely new. Crusoe and Schneider Electric also sell prefabricated pods, though Runware says it can ship its pods faster. TechCrunch also points to Nvidia, which announced the Vera Rubin AI factories and the DSX POD earlier this year. Both, it writes, are meant to make it faster and easier for companies to build their own AI data centres. In TechCrunch's words, the difference with Runware is that it says it has actually built a factory rather than just designed the infrastructure that would let others build one.

## Speed, and what customers get

Radulescu said Runware aims to bring the pods online within 48 hours, a window he says covers installation and set-up time rather than build time. The company says a pod once took three weeks to build and will soon take one day as production ramps up.

TechCrunch reports these terms:

- Customers can supply their own site, or Runware can find one for them.
- Runware provides spare parts if components fail.
- Customers can rent compute from Runware, or supply their own GPUs and pay a monthly fee for the pods and operations.
- Power and internet are charged separately, Radulescu said.

The pods have a standard design but can be configured to customer requirements and the latest GPU chips, he said. He added that Runware's pod delivery times are shorter than current GPU lead times. Runware's own blog post claims a large cost gap. It puts the facilities and deployment layer at roughly $150M per gigawatt against about $15B on the traditional path, with GPU hardware excluded on both sides.

![a standard 20-foot shipping container being lifted by a crane at a port or yard](https://theainewsfiles.com/content/images/2026/10/shot3_a-standard-20-foot-shipping-container-be.jpg)

A shipping container being lifted by crane, for illustration. It is not a Runware pod.

## The risks TechCrunch raises

TechCrunch says a factory will need a lot of people, inventory, supply chain logistics and money. It cites a cautionary tale: the electric vehicle startup Arrival, once valued at over $13 billion, which struggled to mass-produce electric vehicles cost-effectively compared with traditional plants.

TechCrunch reports that Runware has raised more than $60 million to date and that Runware said it plans to raise a Series B. For now, it said, it is finishing and launching the factory with the $50 million Series A it raised last December.

Explaining how Runware seeks to avoid Arrival's fate, Radulescu said: "Our cost structure is very different." He added: "We’ve brought in a highly experienced plant manager from the automotive industry to work alongside our chief of hardware and help us get that execution right." He also said that designing its own systems and buying widely available, affordable parts helps keep costs low.

Parts supply is another question. TechCrunch writes that Runware says it designs and builds its own cooling and other pod systems with standard components. TechCrunch adds that some parts, such as pumps and fans, come from Germany, and that Runware still depends on Nvidia for networking.

## Demand, power and water

TechCrunch reports that Runware claims $1 billion in committed interest for its Sonic pods since it began offering them to outside customers a month ago. Radulescu said this represents over 20 megawatts, which the company is now working to deliver.

On energy, Radulescu said the pods only need power and an internet connection. He said they use a closed-loop liquid cooling system with air-cooled radiators, so they do not really need a water connection, and run "completely silent up to temperatures of 86 degrees Fahrenheit". He said Runware is working with power providers on a site pipeline covering 397 megawatts, with potential to expand to 1.2 gigawatts. He said the sites are much smaller than those used by hyperscalers such as Amazon, Microsoft and Google, and typically already have power, so they should not further strain the grid or [disrupt the community](https://theainewsfiles.com/data-centre-backlash-us-midterm-races/). Radulescu also said Runware is aiming to have renewables as its main energy source.

## What happens next

According to TechCrunch, Runware will bring its new factory online early next year, then expand to the US and other regions. Radulescu said modular systems will soon become "the standard for large AI deployment".

Taken together, the story is a company with a pod design it says it has built and run, and a manufacturing target that sits on top of it. The headline figures, 30 megawatts a day and $1 billion in committed interest, are Runware's own, given to TechCrunch. Whether the factory reaches them is exactly the test TechCrunch says it is.

## Sources

Davis, D.-M. (2026) 'Can AI data centers be mass-produced like cars? This startup aims to find out', TechCrunch, 30 October 2026, available at: [https://techcrunch.com/2026/10/30/can-ai-data-centers-be-mass-produced-like-cars-and-online-in-48-hours-this-startup-aims-to-find-out/](https://techcrunch.com/2026/10/30/can-ai-data-centers-be-mass-produced-like-cars-and-online-in-48-hours-this-startup-aims-to-find-out/?ref=theainewsfiles.com) (Accessed: 30 October 2026).

Hreninciuc, I. (2026) 'Introducing Sonic Pods: Modular data centers built for inference', Runware, 4 August 2026, available at: [https://runware.ai/blog/introducing-sonic-pods-modular-data-centers-built-for-inference](https://runware.ai/blog/introducing-sonic-pods-modular-data-centers-built-for-inference?ref=theainewsfiles.com) (Accessed: 30 October 2026).

## Picture credits

- Top picture: A car assembly line, for illustration. It is not a Runware factory. Photo: Marek Ślusarczyk (Tupungato), [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/?ref=theainewsfiles.com), via [Wikimedia Commons](https://commons.wikimedia.org/wiki/File:001%5FCar%5Ffactory%5Fassembly%5Fline%5F-%5FOpel%5Ffactory%5Fin%5FGliwice,%5FPoland.jpg?ref=theainewsfiles.com)
- A shipping container being lifted by crane, for illustration. It is not a Runware pod. Photo: Sgt. Deziree Keay, U.S. Army ([source](https://commons.wikimedia.org/wiki/File:Crane%5Flifts%5Fcontainer%5Ffrom%5Fvessel%5F%289551822%29.jpg?ref=theainewsfiles.com))