TL;DR · 30-second read

The Short Version

Applied Digital, a company that builds huge computer centers for artificial intelligence, has agreed to a $4 million deal to benefit the town of Boyce, Louisiana.

That is more than eleven times the $350,000 in grants it recently promised a rural North Dakota county that hosts another of its sites.

The takeaway: there is no going rate for what a town gets when one of these projects arrives. It comes down to each local deal, and those deals are now part of what it costs to build.

KALB reported that Applied Digital (Nasdaq: APLD) has agreed to a $4 million community benefit deal for Boyce, Louisiana. Applied Digital develops and operates large data centers built for artificial intelligence and other high-performance computing workloads.

The deal follows the company’s October 7 fiscal first-quarter earnings release, which disclosed $350,000 in grants across five organizations in Oliver County, North Dakota, home to its Polaris Forge 3 campus. The same release reported quarterly revenue of $341.9 million, up 322% year over year, and 250 MW of live capacity at its Polaris Forge 1 campus.

Executive Summary

Applied Digital’s $4 million commitment to Boyce is small next to the billions in leases and debt behind its AI campuses, but it is a concrete, priced obligation to a host community. Set beside the $350,000 the company committed to Oliver County organizations through its Applied Digital Cares program, it shows the same developer’s local commitments ranging by more than elevenfold, and taking different forms, from one site to the next.

For local officials, that means there is no fixed benchmark to anchor a negotiation. For investors and lenders, it means community commitments behave like land and power costs: site-specific, negotiated, and worth modeling explicitly rather than assuming away. The Louisiana commitment also points to Applied Digital activity beyond the North Dakota campuses that have defined the company so far.

$4 Million Versus $350,000: No Going Rate for Host Towns

Applied Digital’s two most recently disclosed community commitments differ by more than a factor of eleven. Alongside the $4 million Boyce deal, the company’s October 7 earnings release said that through Applied Digital Cares it committed $350,000 in grants across five organizations in Oliver County, North Dakota, supporting first responders, schools and community facilities.

The form differs as much as the amount. A community benefit agreement is generally a negotiated, contract-style commitment from a developer to a host community, often made alongside local approvals or incentives. Grants from a corporate giving program are discretionary. One developer using two different instruments, at two very different price points, within weeks of each other, is strong evidence that this cost is set place by place rather than by formula. The company also highlighted that Polaris Forge 1 was named Project of the Year by the Mid-America Economic Development Council, with community investment among the cited reasons, a sign that Applied Digital treats local standing as something to build and report.

The comparison is between headline commitments, not rates. Applied Digital has not disclosed the megawatt scale of its plans at Boyce, the payment period, or whether the Oliver County grants are the first of several, so a per-megawatt figure cannot be calculated. That is exactly the problem for anyone trying to budget: a cost that varies this widely cannot be extrapolated from one site to the next.

Why Paying for Local Certainty Pencils Out

Against the company’s capital stack, $4 million is small. In the quarter ended August 31, Applied Digital closed $1.59 billion of 7.000% senior secured notes to fund a 150 MW building at Polaris Forge 1; the Boyce commitment equals roughly 0.25% of that single raise.

The more useful comparison is the cost of delay. The 210 MW, 15-year Delta Forge 2 lease the company signed with its hyperscaler customer (one of the giant cloud and AI companies) represents about $5.2 billion of base-term revenue, an average of roughly $29 million a month. A one-month slip in a contract of that size would defer about seven times the entire Boyce commitment. When zoning, permits, road access and utility work all run through local bodies, a payment that smooths those steps is cheap insurance for a developer whose revenue starts only when capacity is delivered.

That does not make these costs trivial. Applied Digital reported a $221.0 million net loss attributable to common stockholders for the quarter (an adjusted net loss of $4.1 million) and is funding growth with 7% debt. Each community commitment is modest alone, but it recurs with every new campus, and the company is adding campuses.

A Footprint Spreading Beyond the Dakotas

North Dakota remains the center of the business. Polaris Forge 1 reached 250 MW of critical IT load (the power available to run computing equipment) on October 1, and the company expects Polaris Forge 2 in Harwood to bring its North Dakota total to 300 MW by the end of 2026. Management cites the state’s low-cost power, abundant energy, low population density and cool climate.

The Boyce deal, a Finland agreement for up to roughly 1 GW of potential power capacity, and a power purchase agreement with Base Electron tied to a planned 1,200 MW natural gas plant in North Dakota all extend the company’s reach into new jurisdictions and partnerships. Each new region brings new local counterparties, from parish and county governments to utilities, with their own expectations. The company says its near-term priorities remain centered on its U.S. portfolio; how it prices community commitments as that portfolio spreads will be worth watching.

Background

Applied Digital is a Dallas-based designer, developer, owner and operator of large data centers built for AI, machine learning and other accelerated computing, which it calls AI factories. Its core campuses are in North Dakota, including Polaris Forge 1, Polaris Forge 2 in Harwood and Polaris Forge 3 in Oliver County, and it leases capacity under long-term contracts to large cloud customers. Its majority-owned ChronoScale subsidiary, itself a public company, runs the historic cloud services business.

As AI campuses have grown to hundreds of megawatts, developers have increasingly dealt with host communities over land use, roads, water and power. Commitments such as community benefit agreements and local grants are one way developers address those concerns, and their size and structure are set locally rather than by any common standard.

Sources

Source: Applied Digital agrees to $4 million community benefit deal for Boyce (KALB), on Applied Digital’s $4 million community benefit deal for Boyce.

Primary sources: Applied Digital Form 10-Q for the quarter ended August 31, 2026 (filed October 7, 2026); Applied Digital Form 8-K filed October 7, 2026; Applied Digital Reports Fiscal First Quarter 2027 Results (Exhibit 99.1).

TL;DR · 30-second read

The Short Version

Applied Digital builds huge buildings packed with computers that tech giants rent to run artificial intelligence. Its sales more than quadrupled from a year earlier, to $341.9 million in three months.

It still lost $221 million under standard accounting rules. It also borrowed $1.59 billion at 7% interest, about $111 million a year, to build another one.

The catch: interest is owed from the day the money is borrowed, but rent only starts once a building is finished and a tenant moves in. How fast that gap closes is the thing to watch.

Applied Digital (Nasdaq: APLD) reported results on October 7, 2026 for its fiscal first quarter of 2027, the three months ended August 31. Revenue was $341.9 million, up 322% from a year earlier. The net loss attributable to common stockholders was $221.0 million, or $0.76 per share. On the company’s adjusted basis, which excludes its majority-owned ChronoScale subsidiary, the loss narrowed to $4.1 million, or $0.01 per share, and adjusted EBITDA (earnings before interest, taxes, depreciation and amortization) was $64.4 million.

The company said its Polaris Forge 1 campus in North Dakota reached 250 megawatts (MW) of live capacity on October 1. During the quarter it closed $1.59 billion of 7.000% senior secured notes due 2031 to fund a third 150 MW building there and repay a $300 million bridge loan. Barron’s read the results as a sign the company’s data center bet is starting to pay off.

Executive Summary

The quarter marks Applied Digital’s transition from a company announcing capacity to one reporting what that capacity earns. Live capacity at Polaris Forge 1 went from 100 MW to 175 MW on July 1 and to 250 MW on October 1. The company expects initial operations at Polaris Forge 2 in Harwood, North Dakota, to bring total delivered critical IT load across its North Dakota campuses to 300 MW by the end of calendar 2026. Critical IT load is the power available to the computing equipment itself, not counting cooling and other building systems.

The financing came at the same pace. The $1.59 billion note issue, made through subsidiary APLD ComputeCo 3 LLC, adds a fixed interest bill that starts before the building it funds produces any rent. The 210 MW, 15-year lease at Delta Forge 2, which the company valued at about $5.2 billion of base-term contracted revenue, shows the scale of the revenue on offer. The question for the next several quarters is how quickly finished halls convert into recognized lease revenue. This quarter’s results only partly answer it, because the newest 75 MW came online after the period closed.

Why Go-Live Speed Now Sets the Debt Math

The $1.59 billion of 7.000% senior secured notes, issued at par and listed among the quarter’s highlights, carry about $111.3 million of interest a year. That works out to roughly $27.8 million a quarter, or about $9.3 million a month, on these notes alone. The proceeds pay for construction of a third, 150 MW high-performance computing building at Polaris Forge 1 and repay a $300 million bridge loan. Simple subtraction leaves roughly $1.29 billion for construction before fees. Interest accrues from the day the notes are issued. The building earns nothing until it is delivered and its lease begins.

That gap is the mechanism behind this article’s headline. Every month between closing and lease commencement on building three is a month of coupon payments with no matching rent from the asset that secures the debt. Because the notes were issued through a project-level subsidiary, APLD ComputeCo 3 LLC, lenders are underwriting that specific building’s timeline. For a sense of how much revenue rides on timing, the company’s Delta Forge 2 lease implies about $1.65 million per megawatt per year in average base-term revenue ($5.2 billion over 15 years across 210 MW). Applied Digital has not said whether building three is priced similarly.

The people affected go beyond shareholders. Noteholders depend on the construction schedule. Contractors and equipment suppliers carry the schedule risk. Tenants need the halls ready when their own chip deliveries arrive. Applied Digital’s track record helps here. It hit two 75 MW Ready for Service milestones, on July 1 and October 1, roughly a quarter apart. Ready for Service is the point at which a finished, powered data hall is handed over for use. The company’s next proof point is whether building three follows a similar cadence.

322% Growth and a $221 Million Loss Describe the Same Quarter

Barron’s take that the bet is starting to pay off holds on the company’s operating measures. Adjusted EBITDA was $64.4 million, and net operating income was $58.8 million. Net operating income is a real-estate-style measure of property-level income before corporate overhead and financing costs. On the adjusted basis the company was close to break-even, with a $4.1 million loss.

Under standard accounting (GAAP), the loss attributable to common stockholders was $221.0 million. The roughly $217 million gap between that figure and the adjusted loss is large for a single quarter. Investors will want to examine the company’s reconciliation of the two closely. Part of the gap reflects the exclusion of ChronoScale, Applied Digital’s majority-owned, separately listed accelerated-compute business, which is consolidated in GAAP results but stripped out of the adjusted figures. The 10-Q filed the same day also shows Series E, E-1 and G preferred stock in the capital structure. That matters because any preferred dividends sit ahead of common holders, and the headline loss is measured after them.

Neither reading is wrong. They answer different questions. The adjusted figures show what the operating data center business is starting to generate. The GAAP figure shows what the whole enterprise, including its financing and its subsidiary, cost shareholders this quarter.

The Reported Quarter Mostly Predates the Capacity That Matters

The timing explains why this is only the first part of the test. In the quarter ended August 31, Polaris Forge 1 ran at about 100 MW for June and 175 MW for July and August. The second 75 MW phase of Building 2 did not reach Ready for Service until October 1, a month after the quarter closed. Fiscal Q2, which runs September through November, will include one month at 175 MW and two at 250 MW. Fiscal Q3 is the first quarter that could reflect the full 250 MW. If Polaris Forge 2 starts on schedule, that quarter would also include the start of Harwood.

Applied Digital has not broken out how much of its $300.4 million in adjusted revenue came from Polaris Forge 1. It also has not said whether the October 1 phase began billing on its Ready for Service date. Revenue per live megawatt, tracked quarter to quarter, is the clearest test of whether delivered capacity is turning into recognized revenue on schedule. Two more quarters of data should make that measurable.

Power Is Being Secured Ahead of Buildings

After the quarter, Applied Digital signed a power purchase agreement with Base Electron for capacity and energy from an approximately 1,200 MW natural gas-fired plant that Base Electron is to develop in North Dakota. It also agreed to up to approximately 1 GW of potential power capacity in Finland. Both are long-dated options on future growth, not operating capacity. In the case of Base Electron, the plant has not yet been built.

This sequencing reflects a real constraint. Grid power is now one of the slowest inputs to an AI campus, and the company argues that low-cost, power-rich regions will hold value better as coastal and metro markets tighten. Chief Executive Wes Cummins framed the strategy around “durable, high-quality, long-term contracts” with investment-grade hyperscalers, meaning the largest cloud and AI platform operators. Securing power ahead of signed tenants creates an obligation to fill that capacity. Each new campus will also need its own financing, likely structured like the ComputeCo 3 notes. The Delta Forge 2 lease shows hyperscaler demand exists. Matching that demand to each new block of power is the ongoing execution test.

Background

Applied Digital is a Dallas-based company that designs, builds, owns and operates large data centers purpose-built for high-performance computing, including artificial intelligence training and inference. Its strategy centers on North Dakota, where it operates Polaris Forge 1 and is developing Polaris Forge 2 in Harwood and Polaris Forge 3 in Oliver County. Its stated goal is to lease capacity on long-term contracts to investment-grade hyperscalers, the largest cloud and AI platform operators.

The company also holds a majority stake in ChronoScale, a separately listed company that runs its legacy cloud services business and is pursuing a 50 MW deployment with Microsoft built on NVIDIA GB300 NVL72 rack-scale systems with liquid cooling. Because ChronoScale is consolidated, Applied Digital reports both GAAP figures and adjusted figures that exclude it. Investing.com’s market wrap placed the results alongside a broader wave of AI-related debt deals, which is the financing context for this buildout.

Sources

Source: Applied Digital’s Earnings Show Its Data Center Bet Is Starting to Pay Off (Barron’s), on Applied Digital’s fiscal first-quarter 2027 results; and AI debt deal wave reports; Applied Digital reports – what’s moving markets (Investing.com), a market wrap covering the results.

Primary sources: Applied Digital Form 10-Q for the quarter ended August 31, 2026 (filed October 7, 2026); Applied Digital Form 8-K (filed October 7, 2026); Applied Digital Reports Fiscal First Quarter 2027 Results (Exhibit 99.1 to 8-K).

TL;DR · 30-second read

The Short Version

Two buildings north of Fargo, North Dakota are nearly finished, and together they are bigger than the largest building in the state, an Amazon warehouse two miles away. About 1,800 workers are on site.

The buildings will hold computers that run artificial intelligence, and they will draw about as much electricity as a small city. The local council approved the project in September 2025, and part of it is supposed to be running by the end of this year.

The company building it, Applied Digital, has not said which businesses will rent the space.

InForum reported that Applied Digital’s Polaris Forge 2 campus in Harwood, North Dakota is nearing completion, with roughly 1,800 workers finishing two buildings of 907,000 square feet each. The Harwood City Council approved the $3 billion project on September 10, 2025. Part of the campus is on pace to become operational by the end of 2026, with the remainder opening in early 2027, according to Nick Phillips, Applied Digital’s executive vice president of public affairs and real estate acquisition.

The site is a 280-megawatt facility drawing power from Cass County Electric, and Applied Digital is paying $112 million for the substation and transmission upgrades that serve it. The company has not disclosed which companies will occupy the buildings. It expects 200 to 250 permanent employees once the campus opens, on 400 acres of which about 300 have been graded.

Executive Summary

Harwood is Applied Digital’s third North Dakota project, after Jamestown and the Polaris Forge 1 campus at Ellendale, with a fourth under construction near Center. Ellendale, announced in late 2024, is partially operational. The pattern across all four is the same wager: build large blocks of power-dense capacity in a cold, cheap-power state and race to energize them while demand for artificial intelligence compute outruns supply.

What makes Harwood worth studying is the calendar. From a municipal approval on September 10, 2025 to first operational capacity at the end of 2026 is roughly fifteen months for a 280-megawatt campus. In a market where developers routinely quote three to five years between site control and delivered power, that interval is the entire product. “Time to power” is the industry’s shorthand for how long a tenant waits between signing and switching on machines, and it has become the variable that decides which sites win contracts.

The unresolved half of the story is commercial rather than physical. Steel, generators, cooling loops and a substation are visible and verifiable. Leases are not. Applied Digital has not named a tenant for Harwood, has not disclosed how much of the 280 megawatts is contracted, and has not detailed how the $3 billion build is financed. Those omissions do not undermine the construction progress, but they determine whether the speed converts into revenue.

Fifteen Months From Vote to Volts

The construction detail in the account is mostly a lesson in sequencing. Eight generator rooms in each building hold twelve units apiece, which is 96 generators per building and 192 across the campus, a level of on-site backup that signals a design intended for tenants who will not tolerate interruption. Roughly 86,000 electrical connections and several miles of copper cable have to be terminated and tested before any of it carries load. Workers wear helmets with augmented reality systems that check whether components are installed in the right place and whether crews are tracking to schedule, which is less a gadget than an admission that verification, not fabrication, is the thing most likely to slip.

Phillips describes the split inside each building as about 25% data halls and 75% supporting systems. That ratio is the clearest single indicator of how the economics have shifted. In a conventional enterprise facility, the computer room dominates the floor plan. In a building designed for dense artificial intelligence racks, the electrical rooms, switchgear, uninterruptible power supply gear and cooling plant swallow three-quarters of the envelope. Applied Digital is not really building a warehouse for servers. It is building a power conversion and heat rejection plant that happens to have servers in the middle of it.

The arithmetic underlines the point. If 280 megawatts is measured at the computers, spread across roughly 453,000 square feet of data hall, that is on the order of 600 watts per square foot, an order of magnitude above the densities most existing commercial data centers were designed for. Applied Digital has not specified whether the 280-megawatt figure is the load delivered to equipment or the total drawn from the utility, and the distinction changes that number materially. Either way, the campus is firmly in the density range that only recently became buildable at scale.

The $112 Million Sentence

The most consequential figure in the account is not the $3 billion headline but the $112 million Applied Digital says it will pay for the substation and transmission upgrades. That is roughly $400,000 per megawatt of connection, and it is the developer, not the utility’s other customers, footing the bill. Grid connection cost allocation is the live political question in nearly every jurisdiction now absorbing large computing loads, because the alternative structure, in which network upgrades are socialized across the rate base, is what makes residents worry about their bills. Harwood drew protesters on exactly that concern.

Applied Digital’s counter-claim is that its facilities do not raise electricity bills, and Phillips cited more than $46 million in savings for customers across North Dakota and South Dakota since the Ellendale project began. The underlying mechanism is plausible in principle: a very large, very steady customer spreads a utility’s fixed costs across more kilowatt-hours, which can lower the per-unit cost everyone pays. But the claim as stated is not yet verifiable by a reader. It does not identify which utility’s customers, over which period, measured against which counterfactual, or whether the figure is an avoided increase rather than a reduction. Those are answerable questions, and regulated utilities generally have to answer them in rate proceedings.

It is worth being precise about what each side is arguing, because they are not arguing about the same thing. The savings claim is retrospective and concerns Ellendale. The objection at Harwood is prospective and concerns what happens when a second large load lands on a different distribution system. A past result under one set of contracts does not settle the future question, and neither does a protest settle whether the mechanism works. The $112 million commitment is the strongest evidence Applied Digital has offered that it intends to carry its own interconnection costs, which is the part of the dispute that can actually be documented.

Air, Not Water, and Why North Dakota Rewards That Choice

Cooling is where siting logic becomes visible. Branden Cummins, the company’s civil structure architecture superintendent, described a closed loop that circulates fluid through six data halls in each building, carries it to the roof, and uses large fans to shed the heat before recirculating it. Because the loop is sealed, Applied Digital says water consumption will be comparable to a household. That is a meaningful claim in an industry now facing real scrutiny over evaporative cooling, which chills equipment by boiling away water and can consume millions of gallons a year at this scale.

The trade is not free. Rejecting heat to air rather than to evaporating water costs electricity for fans, and the penalty grows with ambient temperature. In a Texas or Arizona summer, that penalty is severe enough that many operators accept the water consumption instead. In eastern North Dakota, where cold hours dominate the year, the fan energy penalty is small and the water savings are close to pure gain. The closed loop is not primarily an environmental gesture; it is the design that the climate makes cheapest, and the environmental benefit follows from the geography.

Noise and setback receive the same treatment. Silencing equipment and sound barriers on the generator plant, with the nearest home about half a mile away and the town of Harwood more than a mile off, reflect a siting choice made before mitigation was needed. Developers increasingly buy distance rather than engineer around its absence, because generator testing and rooftop fan arrays are the two complaints most likely to follow a facility through its operating life.

A Builder Without a Named Tenant

Applied Digital is a merchant developer, meaning it builds capacity and then leases it, as opposed to a hyperscaler building for its own use. That model turns on a single question: how much of the capacity is committed before it is energized. The company has not disclosed which companies will occupy Harwood. Until it does, an observer cannot distinguish between a campus built against signed leases and one built on conviction about demand.

The local economics are more legible. Roughly 1,800 construction workers will give way to 200 to 250 permanent employees, a ratio close to eight to one that is typical of the sector and worth stating plainly: data centers are enormous construction projects and modest employers. The durable local benefit is tax base rather than payroll. Polaris Forge 1 at Ellendale paid about $4.3 million in property tax for 2026, Harwood is receiving no tax incentives or abatements according to the company, and Phillips estimated Applied Digital would become the largest single taxpayer in the state by 2029, while acknowledging that Harwood’s own assessment is not yet estimated because the building is not finished.

The absence of abatements is the notable item. Large data centers are frequently recruited with property tax exemptions that hollow out the fiscal case communities were sold, and a project that forgoes them changes the arithmetic for the county. It also suggests the developer’s binding constraint was schedule rather than subsidy. When capacity delivered in 2026 is worth materially more than the same capacity delivered in 2029, a year of negotiation over abatements costs more than the abatements are worth.

Background

Applied Digital is a Texas-based developer that builds and leases data center capacity rather than operating computing services itself, a model the industry calls merchant development. Its North Dakota expansion began with a facility in Jamestown, followed by the Polaris Forge 1 campus at Ellendale announced in late 2024 and now partially operational, the Harwood project approved in September 2025, and a fourth site under construction near Center, about 40 miles northwest of Bismarck.

The expansion tracks a broader shift in where computing gets built. Training and running large artificial intelligence models requires racks that consume several times the power of conventional servers, which has turned electrical capacity, rather than fiber or floor space, into the binding constraint on the industry. Developers have responded by moving to regions with available generation, cold climates that reduce cooling costs, and utilities able to energize large loads quickly. That has brought industrial-scale construction to rural communities with no prior exposure to it, along with recurring local debates over electricity rates, noise, water and tax base that Harwood has seen in full.

Sources

Source: An inside look at the Harwood data center as it nears completion — InForum’s report from Applied Digital’s Polaris Forge 2 construction site in Harwood, North Dakota, with detail on schedule, power, cooling, staffing and taxes from company executives.