Applied Digital Alabama Data Center Is Confirmed, but Brookwood Still Has Questions

Applied Digital confirmed its $3.2 billion Alabama data center after months of secrecy, turning Brookwood speculation into a scheduled AI infrastructure project.

Delta Forge 2 will bring 210 megawatts of critical IT capacity to Tuscaloosa County. The campus has a long-term hyperscaler tenant and is expected to begin operations in 2028.

The announcement resolves the largest question surrounding the project: where Applied Digital planned to build its fifth AI campus. It does not settle the debate over power, public incentives, environmental oversight, or local trust.

That distinction matters. Delta Forge 2 is not an unleased proposal searching for a customer. Applied Digital already has a take-or-pay agreement covering the campus’s full planned IT load.

However, the company must still translate a lease, permits, financing, and community commitments into a functioning facility. Brookwood residents must decide whether the promised benefits justify the infrastructure demands and public concessions.

The Applied Digital Alabama data center therefore represents two stories at once. It is evidence of accelerating AI infrastructure demand and a test of whether rural communities can negotiate that growth transparently.

The Applied Digital Alabama Data Center Finally Has an Address

Applied Digital has moved Delta Forge 2 from an unnamed Southern project to a specific, locally accountable development in Brookwood.

The company disclosed the location on September 24, 2026. The announcement followed weeks of reporting that connected Applied Digital to property and environmental filings around Brookwood.

The confirmed campus will occupy about 160 acres within a site covering nearly 1,300 acres. Applied Digital says the primary facility will span approximately 1.26 million square feet.

That final figure differs from the two-million-square-foot building described in earlier environmental records. The difference may reflect a revised design, different measurement methods, or a broader permitted construction envelope.

Applied Digital and its tenant expect to invest more than $3.2 billion in the project. Construction employment should exceed 1,000 workers at its peak, according to the company.

Once operational, the campus is expected to support more than 100 full-time positions. Those permanent jobs are fewer than the temporary construction roles, but they would carry long-term importance in a small community.

Construction is scheduled to begin on October 1, 2026. Local reporting says the development is expected to be completed by the end of 2028.

The company previously targeted the first quarter or first half of 2028 for initial service. The later completion date does not necessarily contradict that schedule because capacity can enter service in phases.

Delta Forge 2 has been known to investors since June. Applied Digital then announced a 210 MW lease in an unidentified Southern state.

The agreement runs for approximately 15 years and includes three five-year renewal options. A take-or-pay structure obligates the tenant to pay for contracted capacity even if usage falls below that commitment.

Applied Digital values the initial lease term at approximately $5.2 billion. The company says its value would reach roughly $12.7 billion if every renewal option were exercised.

The tenant was initially described only as a US-based, high investment-grade hyperscaler. A hyperscaler operates enormous computing platforms and buys infrastructure capacity in unusually large blocks.

Local reporting later identified Kayvens LLC as the long-term tenant for the Brookwood development. Public reporting has not conclusively established the ultimate technology company behind that entity.

This matters because the identity and credit quality of a tenant influence financing, construction confidence, and long-term revenue expectations. Applied Digital continues to emphasize the customer’s investment-grade profile rather than its commercial name.

The site confirmation also resolves a contradiction that had frustrated residents. Public documents had connected Applied Digital to the land, while the company maintained that no final location decision had been made.

A stormwater permit identified an Applied Digital subsidiary and described extensive construction near Brookwood Industrial Parkway. Local officials still offered limited details before the formal announcement.

Applied Digital can reasonably argue that large developments require confidentiality before agreements close. Residents can reasonably ask why permitting and land activity advanced before the project received open public discussion.

That tension will outlast the location announcement. Brookwood now knows what is coming, but the community is only beginning to evaluate the final arrangements.

A Signed Lease Makes Delta Forge 2 More Than a Speculative Campus

The project’s strongest feature is not its investment headline, but the contracted demand already attached to all 210 megawatts.

Many proposed data centers begin with land, power discussions, and an expectation that customers will arrive later. Delta Forge 2 follows a less speculative sequence because its capacity has already been leased.

Applied Digital signed the agreement on June 5, according to its annual filing. The company announced the contract three days later without naming the state.

That filing describes Delta Forge 2 as one building under construction. It assigns the full 210 MW of critical IT load to one high investment-grade hyperscaler.

Critical IT load measures the electricity available directly to computing systems. It excludes additional power consumed by cooling, conversion equipment, lighting, and other supporting infrastructure.

The campus will support large-scale AI training and inference. Training develops models through intensive computation, while inference runs those models when users or software request an output.

Both workloads increasingly require dense clusters of graphics processors and networking equipment. Delivering those systems involves much more than constructing a conventional industrial building.

The developer must coordinate utility service, substations, backup systems, cooling, networking, security, and tenant installation. Each component can affect the date when the customer starts accepting capacity.

Applied Digital says Delta Forge 2 will use waterless cooling and high-density power infrastructure. That cooling description is especially important because residents have raised concerns about possible pressure on local water resources.

The company’s wording should still be treated as a design claim until the completed installation can be evaluated. Waterless facility cooling does not automatically reveal every water requirement across construction, power generation, or supporting operations.

The project expands Applied Digital’s contracted AI infrastructure portfolio to five campuses. Together, those projects represent about 1.4 gigawatts of critical IT load.

Applied Digital says those leases provide approximately $36 billion in contracted revenue during their initial terms. Renewal options would increase that figure, although options remain decisions for future customers.

The company’s annual filing offers an important counterweight to the headline totals. Only about 100 MW of its contracted or developing capacity was operating and generating revenue as of May 31.

That gap defines the company’s challenge. Applied Digital has assembled a large contracted pipeline, but much of it still depends on future construction and delivery.

Its operating record is growing. The company brought its first 100 MW high-performance computing facility into service at Polaris Forge 1 in October 2025.

Applied Digital subsequently delivered an initial 75 MW phase from another building at that North Dakota campus. CoreWeave is the publicly named customer for several Polaris Forge 1 leases.

Other campuses remain at earlier stages. Polaris Forge 2, Polaris Forge 3, Delta Forge 1, and Delta Forge 2 carry delivery schedules stretching through 2028.

This portfolio gives Applied Digital repeatable designs, supplier relationships, and financing experience. It also exposes the company to simultaneous execution risks across several states.

Delta Forge 2 is the third consecutive campus leased to the same unnamed hyperscaler, according to Applied Digital. That repeat business supports the company’s claim that one customer trusts its delivery model.

Concentration produces a different risk. Delays, strategy changes, or negotiations involving one large customer can influence several campuses at once.

Take-or-pay leases reduce demand uncertainty, but they do not eliminate development risk. Construction, permitting, interconnection, and financing must still proceed before contracted revenue becomes operating cash flow.

For Brookwood, this structure makes the project more credible than a purely promotional proposal. It also means local decisions are tied to a much larger national AI infrastructure program.

Brookwood Gains Revenue While Applied Digital Gains a Host Community

The central bargain exchanges public tax concessions and local infrastructure support for long-term payments, jobs, and a larger tax base.

Applied Digital says it will make $270 million in community benefit payments over 20 years. Those payments will flow through the Tuscaloosa County Economic Development Authority.

The recipients include Brookwood, Tuscaloosa, Northport, Tuscaloosa County, the county road improvement commission, and DCH Health System. Each organization will receive a share based on the existing local tax distribution.

The payments are separate from projected education taxes. Applied Digital and local officials expect the project to generate approximately $131.5 million for education during the same period.

Combined tax revenue and community benefits are projected to exceed $440 million over 20 years. These figures remain forecasts rather than money already collected.

The structure responds directly to criticism surrounding data center incentives. Large projects often receive property or sales tax abatements, while their permanent employment remains modest beside their capital cost.

Tuscaloosa County officials approved approximately $314.5 million in abatements, according to local coverage. That decision creates the article’s most important comparison.

Applied Digital is not simply investing $3.2 billion without public concessions. The company and tenant receive substantial tax relief while promising a defined stream of benefits to affected local institutions.

Officials have described the arrangement as Alabama’s first community benefit agreement for a data center. Such an agreement creates payments or obligations beyond the taxes remaining after abatements.

The approach gives Brookwood a clearer financial return than a conventional incentive package might provide. It also lets officials claim that some benefits survive even when particular taxes are reduced.

Yet the gross payment total does not answer every question. Residents need to understand when payments begin, whether they escalate, and what protections apply if construction or operations are delayed.

They also need clarity about which infrastructure costs remain public. Road upgrades, emergency services, workforce preparation, and regional planning can create expenses outside the data center property.

Applied Digital says it will pay the full cost of serving its energy needs. The company argues that those costs will not be shifted to other Alabama Power customers.

That commitment is important, but it requires more detail. “Full cost” can involve generation, transmission, substations, interconnection equipment, reserves, and future upgrades.

The public needs to know which costs are included and how regulators will prevent them from migrating into ordinary rates. Contract terms and utility proceedings can provide stronger assurance than a press statement alone.

The scale of the project also changes Brookwood’s negotiating position. Applied Digital expects Delta Forge 2 to become the largest single taxpayer in the city’s history.

Such concentration can transform municipal finances. It can also make a town dependent on one industrial property, one operating schedule, and one long-term tenant.

The employment figures deserve similar context. More than 1,000 construction workers would create immediate demand for accommodation, food, transportation, and local services.

The permanent workforce will exceed 100 people, according to current projections. That is meaningful locally, but it is not equivalent to the construction peak.

Applied Digital plans to work with community colleges and workforce organizations. Training will focus on occupations such as electrical and heating, ventilation, and air-conditioning work.

Those partnerships can extend the project’s value beyond direct employment. Skilled workers may support additional industrial, utility, and technology developments across the region.

Still, training commitments need measurable outcomes. Enrollment, completion, local hiring, wages, and contractor participation will show whether the benefits reach Brookwood residents.

The community agreement therefore strengthens the case for Delta Forge 2 without ending the debate. It creates a framework that the public can track over time.

That accountability is precisely what was missing during the project’s confidential planning period.

The Real Constraint Is Power, Permits, and Public Trust

Delta Forge 2 has a customer and an approved incentive package, but its hardest tests remain physical and political.

A 210 MW critical IT load represents an enormous, continuous electricity requirement. The campus’s total utility demand will exceed the energy delivered directly to computing hardware.

Applied Digital previously reported approximately 2.15 GW of grid-connected utility power across its five contracted campuses. Delta Forge 2 forms one part of that broader expansion.

The company has not publicly provided every Brookwood power-supply detail. Readers should distinguish a commitment to pay service costs from a complete explanation of generation and transmission arrangements.

Applied Digital has faced this issue elsewhere. Its Delta Forge 1 project in Louisiana is associated with major new generation and grid infrastructure designed for a large data center load.

Brookwood may use different arrangements, but the comparison illustrates the scale involved. AI campuses can reshape utility planning well beyond their property lines.

Alabama already hosts large technology infrastructure projects, including Google and Meta facilities. Other developers are pursuing additional campuses as states compete for AI investment.

That competition gives communities new tax opportunities. It also places pressure on utilities to secure generation, land, transmission capacity, and equipment.

A long-term lease does not create electricity by itself. The project still needs a reliable path from the regional grid to thousands of servers operating around the clock.

The construction schedule adds pressure. Work is expected to begin in October, while initial operations remain targeted for 2028.

Two years is a demanding period for a project of this size. Long-lead equipment such as transformers, switchgear, generators, and cooling systems can complicate delivery.

Applied Digital’s multi-campus model may help through standardization. The company describes its approach as a repeatable team and design system deployed across markets.

Repeatability can reduce design time and carry lessons from one campus to another. It cannot eliminate site-specific permits, grid conditions, local contractors, or weather.

Environmental oversight presents another unresolved issue. The early permit concerned construction stormwater rather than every operational environmental question.

Runoff from disturbed land can reach Hurricane Creek and the Black Warrior River system. That makes erosion controls, monitoring, and enforcement locally significant.

Earlier permit reporting also highlighted questions about cooling and water supply. The permit did not provide a complete answer because those issues fell outside its narrow scope.

Applied Digital’s waterless cooling claim directly addresses part of that concern. A full public explanation should specify the technology, operating water needs, and any exceptional conditions requiring water.

Noise is another practical issue. Data centers use cooling equipment, electrical infrastructure, and emergency generators that can affect nearby properties.

The Brookwood site is near a middle school and existing residential areas. Site plans, setbacks, sound studies, and operating limits will matter more than broad assurances.

Public trust may become the most immediate constraint. Residents learned key details through permits and records before receiving a full announcement from the developer or local officials.

Local leaders can now repair that gap through town halls and document disclosure. They should publish timelines, maps, incentive terms, environmental obligations, and emergency planning information.

Applied Digital can also separate verified commitments from forecasts. The company should clearly distinguish contracted payments, expected taxes, estimated jobs, and aspirational community programs.

The Brookwood confirmation acknowledged that residents have legitimate questions. Officials have indicated that further public meetings are planned.

Those meetings should not function as promotional presentations. They need specific answers from the developer, utility representatives, environmental regulators, and local government.

The strongest case for Delta Forge 2 rests on transparent, enforceable terms. The weakest case relies on headline investment totals while withholding operational details.

That is the project’s core tradeoff. Brookwood gains access to an unusually large investment, but it must accept infrastructure and governance consequences lasting decades.

Three Signals Will Show Whether Delta Forge 2 Delivers

The next stage is about execution, not another announcement.

The first signal is a detailed and durable power plan. Applied Digital must show how Delta Forge 2 will receive electricity without transferring unreasonable costs or reliability risks to existing customers.

The company says it will pay all costs required to serve the campus. Future utility documents should identify the necessary generation, transmission, interconnection, and cost-allocation protections.

If regulators and the utility provide clear supporting records, confidence in the project will strengthen. If essential terms remain confidential, the community dispute will continue.

The second signal is visible construction progress against the 2028 delivery target. Site preparation alone will not establish that the campus is on schedule.

Readers should watch for structural milestones, electrical equipment deliveries, substation work, and formal capacity-acceptance dates. Applied Digital’s customer begins generating economic value only when usable computing capacity becomes available.

The company’s broader execution record is relevant here. Delta Forge 2 sits within a portfolio containing approximately 1.4 GW of contracted critical IT load across five campuses.

Applied Digital has delivered operating capacity in North Dakota, yet most of its contracted portfolio remains under construction. Timely progress across several sites would support its repeatable-campus strategy.

A significant delay at another campus would not automatically derail Brookwood. However, recurring delays would challenge the assumption that one organization can deliver multiple large projects concurrently.

The third signal is whether Brookwood receives transparent, measurable community benefits. The $270 million agreement and projected education taxes provide clear numbers for future comparison.

Officials should disclose payment schedules, distribution records, local hiring results, infrastructure spending, and environmental compliance. Public reporting can turn negotiated promises into an accountable relationship.

Construction employment will be an early measure. Local contractor participation and workforce training outcomes will show whether the project creates opportunities beyond temporary outside labor.

Permanent jobs will become measurable closer to opening. The community should compare actual positions with the projection of more than 100 on-site employees.

Environmental data should receive the same treatment. Stormwater inspections, noise measurements, water disclosures, and permit compliance can replace speculation with evidence.

Delta Forge 2 will also test Applied Digital’s unusual position in the AI supply chain. The company is neither a leading model developer nor a conventional cloud platform.

It builds the energized facilities that allow hyperscalers and AI providers to install computing systems. Its success depends on turning access to land and electricity into dependable, tenant-ready capacity.

That business can produce long-duration revenue when projects operate as planned. It also requires immense capital before much of that revenue arrives.

The unnamed hyperscaler has reduced Applied Digital’s demand risk by leasing the entire Brookwood capacity. Construction and infrastructure risks remain with the development process.

For AI customers, the Brookwood project signals that computing expansion is moving beyond established data center markets. Developers are seeking communities where land, power, and political support can align.

For enterprises buying AI services, new capacity can eventually improve access to computing resources. The benefits depend on the tenant’s deployment plans and the campus’s delivery schedule.

For Brookwood residents, the issue is more immediate. Their town will host a facility with regional energy demands, extensive land use, and a multidecade financial relationship.

The project should therefore be judged through documents and outcomes, not solely through the $3.2 billion headline.

Applied Digital has answered where Delta Forge 2 will go. It has not yet demonstrated how every promise will work once construction begins.

The decisive question is now concrete: can the Applied Digital Alabama data center deliver contracted AI capacity while honoring its financial, environmental, and transparency commitments to Brookwood?