$10bn AI Factory in Finland Accelerates European Compute Race

$

• The $10bn AI facility is set to operational in 2027.
• It signals AI infrastructure competition has entered the gigawatt-and-billions phase.

What happened

AI cloud service provider Nebius recently announced plans to build a 310MW “AI Factory” in Lappeenranta, Finland. The $10bn facility, slated for customer availability in 2027, will become one of Europe’s largest dedicated AI compute sites. It builds on the company’s existing Finnish footprint, where it recently expanded its Mäntsälä data centre to 75MW.

The Lappeenranta factory is designed with a closed-loop liquid cooling system that eliminates water intake and enables waste heat to be fed into the local district heating network—a model Nebius says reduced heating costs for connected households by around 10% at its Mäntsälä site. Construction is expected to create 700 local jobs, with roughly 100 permanent operational roles.

Also read: https://btw.media/en/allcompany-stories/tech-titans/airtrunk-unveils-second-hyperscale-data-centre-campus-in-melbourne-amid-rising-ai-infrastructure-demand/

Why it’s important: Europe’s AI infrastructure race reaches a new scale

The $10bn price tag attached to a single 310MW facility signals that the competition for AI computing power has entered a new phase—one where the unit of competition is no longer megawatts or hundreds of millions, but gigawatts and billions. Nebius itself is targeting over 3GW of contracted power globally by the end of 2026, a figure that would have been unthinkable for a European-focused AI cloud operator just two years ago.

This ramp-up reflects a broader structural shift. AI model training and inference are becoming exponentially more compute-intensive, forcing hyperscale-level capital expenditure even for specialised AI cloud providers. For Europe, where data centre capacity has historically lagged behind the US and China, projects of this magnitude are critical to closing the infrastructure gap. Without homegrown, large-scale AI factories, European AI start-ups and enterprises risk becoming perpetually dependent on overseas compute—a vulnerability increasingly viewed as a strategic risk.

The choice of Finland is also revealing. The country offers abundant, low-cost renewable energy, a cool climate that reduces cooling costs, and political stability. As AI infrastructure becomes both a technological and geopolitical asset, the Nordic region is emerging as a preferred location for capital-intensive projects seeking to balance sustainability with operational reliability.

Importantly, the Lappeenranta facility is not an isolated project. Combined with Nebius’s recently approved gigawatt-scale site in Missouri and its 240MW AI Factory near Lille, France, the company is assembling a pan-continental network of AI-dedicated data centres. This distributed approach—spanning North America and Europe—reflects a strategy to offer AI builders geographically redundant, high-density compute capacity at a time when supply chain constraints and geopolitical uncertainty make concentration risk unacceptable.

Also read: https://btw.media/en/allit-infrastructure/dayone-data-centers-raises-over-2b-for-global-expansion/