TL;DR · 30-second read
The Short Version
Applied Digital, a Dallas company that builds the huge computer warehouses used to run artificial intelligence, has signed a deal for access to a large supply of electricity in Finland. It is the company’s first project outside the United States.
At full size, the site could use about as much power as one large nuclear reactor produces. But the first electricity is not expected until 2028, and no customer has signed yet.
The lesson is that in this business, the electricity gets locked up first. The buildings and the paying tenants come later, if they come at all.
Applied Digital (Nasdaq: APLD) announced on October 6, 2026 that it has entered into an agreement providing access to up to 1 gigawatt (GW) of potential power capacity in Finland, its first development opportunity outside the United States. The company plans a large-scale “AI Factory” campus that could scale to as much as 1 GW, with initial power availability anticipated beginning in 2028.
Applied Digital said it has begun marketing the site and is in discussions with leading global hyperscale customers, the largest cloud and AI platform operators. It did not name the site’s location, the counterparty to the agreement, its financial terms or any prospective tenant.
Executive Summary
The Finland agreement gives Applied Digital a claim on a very large block of future electricity in a cool-climate market, the input that most constrains how fast AI data centers can be built. The company framed the deal as a measured first step abroad, structured to limit its initial exposure, with further investment contingent on customer demand, commercial milestones and regulatory approvals.
That framing matters as much as the headline number. “Up to 1 GW of potential” capacity, power from 2028 and an unsigned customer base describe an option rather than a project under construction. The announcement establishes where Applied Digital wants to grow next and how it intends to manage the risk; it does not yet establish how much capacity will actually be built, when, or for whom.
For industry readers, the deal is a test of whether a US developer’s site-selection model, built around abundant power and cold weather in North Dakota, transfers to the Nordics. For investors, it adds long-dated growth optionality while the company’s own guidance keeps near-term attention on its US pipeline.
What “Up to 1 GW of Potential” Actually Buys
Read closely, the release qualifies its headline figure at every step. The agreement provides access to “up to” 1 GW of “potential” power capacity; the campus is one “capable of scaling to as much as” 1 GW; and only “initial” power is anticipated, beginning in 2028. The company says future investment and development decisions will be tied to customer demand, commercial milestones and regulatory and development requirements, and that the deal was structured to limit initial exposure. Each of those statements points the same way: Applied Digital has secured the right to pursue a campus, not a commitment to build one at full scale.
That is a rational way to buy the scarcest input in AI infrastructure. A gigawatt is roughly the output of one large nuclear reactor, and AI campuses of this size are gated less by land or buildings than by how quickly a large, reliable grid connection can be delivered. Securing power years before a tenant signs lets a developer offer hyperscalers a dated path to capacity, which is the thing those customers are shopping for. The trade-off is that the value of the option depends on terms the company has not disclosed, including what it pays to hold the capacity and what happens if no tenant materialises.
The people most affected are prospective tenants, who gain another large-scale European option with a stated 2028 start, and shareholders, who should treat the 1 GW as a ceiling on what could be built rather than a measure of what has been contracted.
Why Finland Fits the North Dakota Playbook
Chief executive Wes Cummins tied the choice directly to the company’s US model: Finland “stood out because many of the characteristics that have supported our success in North Dakota are also present in the Nordics — a favorable climate, an attractive energy ecosystem, strong connectivity and the ability to develop at meaningful scale.” Each of those factors has an operational meaning. Cold ambient air reduces the energy spent removing heat from dense AI servers; a strong energy ecosystem determines whether large power blocks can be delivered; and fibre connectivity determines whether the site can serve customers beyond its immediate region.
The release presents this as continuity, not reinvention: securing scalable power and land where AI capacity can be developed “efficiently, responsibly and repeatedly.” That is a reasonable thesis, but it is a claim to be proven. Cummins said as much, describing Finland as the chance “to begin proving that platform can travel.” The company’s own risk disclosures in the release flag what could differ abroad, including sourcing materials and labour internationally and complying with regulations outside the US.
The 2028 Clock and the Hyperscaler Question
With initial power not expected until 2028, the commercial work happens now. Applied Digital says it has begun marketing the site and is in discussions with leading global hyperscale customers. Large AI campuses are typically financed around long-term leases with creditworthy tenants, so the timing and size of any signed lease will largely determine whether the Finland project moves from option to construction, and how quickly it scales beyond its first phase.
The release does not indicate how much of the 1 GW becomes available in 2028 versus later years. That phasing matters: a hyperscaler weighing the site will compare not just the headline ceiling but the megawatts deliverable in each year against competing sites. Until a tenant and a phasing schedule are disclosed, the near-term financial contribution of the Finland site should be treated as zero, consistent with the company’s own emphasis on its US projects.
Discipline as the Message
The release spends notable space reassuring investors. Cummins called the deal “a deliberate first step, not a change in our strategy,” and said scale “is not about planting flags in as many markets as possible.” That emphasis is consistent with the risk factors the company lists, which include its ability to raise additional capital for data center construction and to obtain financing for leases. Framing Finland as low-exposure optionality signals that the company does not intend to divert capital from US execution to fund it.
Whether that framing holds will depend on disclosures still to come: the cost of holding the capacity, any deposits or milestone payments, and how a Finnish build would be financed if a tenant signs.
Background
Applied Digital, founded in 2021 and headquartered in Dallas, designs, builds and operates large data centers for high-performance computing, including artificial intelligence, cloud, networking and blockchain workloads. The company markets closed-loop cooling, a system that recirculates coolant rather than continuously consuming water, along with rapid deployment, and describes its build model as an “AI Factory” franchise. Its US development has centred on North Dakota, which the company credits for traits it now seeks in Finland: cold weather, available energy and room to scale. Datacloud named it Best Data Center in the Americas for 2025.
Across the AI infrastructure market, developers increasingly compete to secure large blocks of electricity years ahead of construction, because access to reliable power at scale has become a principal constraint on how fast AI computing capacity can be added. The Nordics, which the company describes as an emerging European AI market, have drawn growing investment from global technology firms on the strength of their climate, energy and digital networks. Source: Applied Digital Secures Up to 1 GW of Potential Power Capacity in Finland, Marking First International Development in the Nordics: Applied Digital’s October 6, 2026 announcement of its first development opportunity outside the United States.Sources