Key findings

• Permitting is the leading recorded reason for project delays and cancellations. Blackridge Research's Global Project Tracker identifies 49 projects citing regulatory and permitting issues among 140 US data center projects cancelled or placed on hold between January 1 and October 16, 2026.

• The stalled pipeline represents 11.76 GW of capacity. The 140 projects account for 11,762 MW, equivalent to approximately 6% of the 191,101 MW of US capacity tracked by Blackridge Research.

• Permitting issues are cited about four times as often as power constraints. A total of 49 projects cite regulatory and permitting issues, compared with 12 citing power.

• Community and political opposition is another major risk. Twenty-three projects cite opposition, which Blackridge Research identifies as a potential contributor to contested approvals and permitting delays.

• The immediate delivery pipeline is considerably smaller than the overall tracked pipeline. Just 5,065 MW is scheduled to go live in the next 12 months, compared with 11,762 MW of capacity tied to cancelled or on-hold projects.

• Large campuses concentrate the exposure. Projects exceeding 500 MW represent approximately 27% of sized projects but account for around 76% of their combined capacity.

This analysis examines why US data center projects are stalling in 2026, how permitting and community opposition affect project outcomes, where capital exposure is concentrated, and what these patterns indicate for the market through 2030.

Inside the US Data Center Pipeline: What Blackridge Research's Data Reveals

Blackridge Research’s Global Project Tracker provides a view of the scale, development stages, capital expenditure, and status of US data center projects. Its October 2026 data reveals a market with substantial planned capacity but a much smaller volume scheduled for near-term delivery.

The following table summarizes the reasons recorded in the Global Project Tracker.

Source: Blackridge Research & Consulting. *Percentages use 140 as the denominator. Projects can cite multiple reasons, so the percentages do not sum to 100%.

Regulatory and permitting issues lead the recorded reasons

Regulatory and permitting issues were cited by 49 of the 140 stalled projects. This is approximately four times the 12 projects that cited power constraints and more than twice the 23 projects that cited community or political opposition.

Permitting encompasses several stages of development, including zoning changes, conditional-use approvals, environmental review, construction permits, and other authorizations required by local or state authorities. The precise requirements vary by jurisdiction and project design.

A development can have sufficient financing, a suitable site, and a prospective electricity supply but still fail to advance if the relevant authority does not approve the proposed use. Additional review, contested hearings, and procedural delays can also push construction milestones beyond the developer's original schedule.

Blackridge's cancellation and hold data reinforce this distinction. Of the 74 projects placed on hold, 36 cited regulatory and permitting issues. Among the 66 cancellations, 13 cited those issues.

The distribution suggests that permitting problems frequently coincide with projects remaining in an uncertain state rather than immediately being abandoned. Some may proceed after securing approval, revising their plans, or resolving legal challenges. Others may eventually be withdrawn if the development cannot meet its commercial or scheduling requirements.

Community and political opposition can change project outcomes

Community or political opposition was cited by 23 stalled projects, making it the second-largest recorded reason.

Data centers can generate local concerns over water consumption, electricity demand, noise from cooling systems and backup generators, land conversion, traffic, and the distribution of economic benefits. The significance of each issue depends on the site and the proposed facility.

Opposition can affect a project through several mechanisms. Residents may challenge a zoning application, elected officials may reject a proposal, or a local authority may introduce a moratorium while reviewing the implications of data center development. Developers may also withdraw applications before a scheduled vote if the political outlook becomes unfavorable.

Blackridge records community opposition separately from permitting. Its analysis suggests the two are closely related, but the tracker does not establish that opposition caused every permitting delay. A project may face both issues, and the formal reason recorded for a stall may reflect the immediate obstacle rather than the full sequence of events.

Land and site constraints can undermine project feasibility

Land or site issues were cited by 18 projects. Securing a large parcel is only one part of site readiness. Developers must also assess zoning compatibility, access to electricity and water, environmental conditions, infrastructure requirements, and the feasibility of building at the proposed scale.

A site that appears attractive during early acquisition can become less viable after engineering studies, public consultation, or regulatory review. If the developer needs to change the design, reduce the number of buildings, or pursue a different land-use approval, the original development schedule may no longer be achievable.

Land constraints can also interact with permitting and community concerns. A project proposed on agricultural land, near residential areas, or in an environmentally sensitive location may face a different approval process from a facility planned in an established industrial zone.

Environmental review and legal compliance can extend approval timelines

Environmental issues were cited by 13 stalled projects, while legal or compliance issues were cited by another 11.

Environmental review can examine the potential effects of a development on water resources, land use, habitats, emissions, and surrounding communities. Litigation can add another layer of uncertainty when residents, environmental organizations, or other parties challenge approvals or argue that the review process was inadequate.

The distinction between a permit delay and a legal hold is important. A project may have received local approval but remain unable to proceed while a court examines the validity of that decision. Conversely, a court decision may allow the permitting process to resume without guaranteeing final approval or construction.

These risks are especially relevant to projects with complex infrastructure requirements or sites where environmental questions are closely connected to local opposition.

Power constraints remain important despite fewer recorded cases

Power was cited by 12 projects, fewer than permitting, community opposition, land, or environmental issues.

This finding should not be interpreted as evidence that electricity is readily available throughout the US market. The tracker measures the reasons associated with projects that stalled during the specified period. It does not measure every power constraint affecting projects that remain active, nor does it establish the relative severity of power constraints across the entire pipeline.

Power availability can determine whether a project can operate at its intended capacity and when it can receive its first electricity supply. Grid connections, transmission upgrades, substations, generation infrastructure, and equipment lead times can all affect delivery schedules.

The research supports a narrower conclusion: among the stalled projects recorded by Blackridge in 2026, regulatory and permitting issues were cited more frequently than power constraints.

Execution, strategic, and financial issues require careful interpretation

Blackridge records 10 projects citing schedule or execution issues, three citing strategic reasons, and one citing financial reasons. Five projects have an unknown reason, while six have no reason recorded.

These categories should not be treated as interchangeable. A schedule problem can arise from delays in construction or dependencies between development milestones. A strategic decision may reflect a change in the developer's priorities. A financial issue may involve the economics or funding of a specific proposal.

The relatively low number of projects explicitly classified as financial does not establish that financing risk is immaterial. It indicates only that financial issues were infrequently recorded as a reason for the stalled projects in this dataset.

Permitting Risk: Why Local Approvals Have Become a Critical Project Milestone

The distinction between cancelled projects and projects on hold offers a clearer view of how permitting affects development outcomes.

Blackridge Research's data shows that permitting issues are much more prominent among projects on hold, while community and political opposition appear more frequently among cancellations.

Source: Blackridge Research & Consulting. Percentages are calculated within each status group and rounded. Projects may cite multiple reasons.

Nearly half of the projects on hold cite permitting issues. By contrast, community or political opposition is the most frequently recorded reason among cancellations in the three categories shown.

This pattern is consistent with two different types of risk. A project awaiting a decision may retain the possibility of moving forward, while a proposal that has lost local support or been withdrawn may no longer follow its original development plan.

The data does not prove that every permitting hold will lead to cancellation, or that opposition always precedes a permitting problem. It does, however, demonstrate why approval status deserves greater attention when assessing the maturity of the US data center pipeline.

Mountain Road Technology Park, Virginia

Mountain Road Technology Park, a data center project in Virginia, provides a documented example of how local approval can stop a large development proposal.

In May 2026, Hanover County supervisors rejected the project's rezoning and conditional-use application by a one-vote margin. The proposal covered approximately 430 acres and was associated with a stated capacity of 900 MW. Reported concerns included water, electricity, farmland, and transparency. The decision prevented the proposal from advancing under the application as submitted.

The case illustrates the exposure associated with large developments that depend on discretionary local approvals. A project may represent substantial planned capacity, but the outcome of a local vote can determine whether it progresses.

Project Tango, Florida

On July 15, 2026, Palm Beach County commissioners voted 5-1 to deny Project Tango in Loxahatchee. The reported decision found that the proposed AI data center project in Florida did not fit the area's comprehensive plan.

The denial did not mean that every form of data center development at the site was permanently prohibited. A separate approval dating to 2016 for the same site was reported to be proceeding, and reapplication for Project Tango was allowed.

This distinction matters when evaluating project status. A denied proposal, an approved development elsewhere on the same site, and a permanently cancelled project are different outcomes.

Vermaland's proposed data center in Arizona

In August 2026, the Pinal County Board of Supervisors voted 4-1 against rezoning for Vermaland's proposed data center in Arizona.

The revised proposal included 11 buildings of approximately 400,000 square feet each and two proposed gas plants. The development had previously been reduced from 59 buildings to 11.

The case illustrates how modifying a proposal does not necessarily resolve local concerns. Changes to a project's size or design may address some objections but do not guarantee that the remaining development will receive the necessary approvals.

Hut 8's Logan Prairie project, Illinois

Hut 8's proposed Logan Prairie development in Illinois demonstrates how permitting and power readiness can overlap.

The data center project in Illinois was described as a 500 MW development associated with more than USD 5 billion in investment. In 2026, a local moratorium and uncertainty surrounding an annexation and rezoning vote contributed to the project stalling. The planned August vote was cancelled because of insufficient support.

The supporting research also notes that an interconnection had not been confirmed by Ameren or the Midcontinent Independent System Operator (MISO). The application had not been withdrawn.

This is an important distinction: the project was stalled, not definitively cancelled. Its status also shows why development risks should not always be assigned to a single category. Local approvals and electricity access may need to progress together before a project can advance.

Why approval risk belongs in project-readiness assessments

These cases show that project readiness cannot be assessed solely through land ownership, proposed capacity, investment announcements, or utility discussions.

A more complete assessment should identify:

• Whether the existing zoning permits the proposed data center use.

• Which discretionary approvals remain outstanding.

• Whether public hearings, moratoria, or legal challenges could affect the schedule.

• Whether environmental review requirements have been completed.

• Whether changes to the design or project scope could require additional approvals.

• Whether the project has a credible path from current status to construction.

For developers, these checks help identify obstacles before substantial expenditure is committed. For lenders and investors, they help distinguish a proposed campus from a project that is sufficiently advanced to support a reliable delivery forecast.

Community Opposition: When Development Proposals Lose Local Support

Community opposition is closely connected to the permitting challenge, but it represents a distinct risk. A project may encounter opposition before its formal application is submitted, during public hearings, or after an approval has been issued.

Blackridge Research recorded community or political opposition for 23 stalled projects. Of these, 17 were cancelled, and six were placed on hold.

The pattern indicates that opposition is an important consideration when evaluating the likelihood of a proposal progressing. However, the data does not establish a single cause for every cancellation. Some projects may face additional commercial, legal, or infrastructure constraints.

Stillwater Technology Park, Georgia

Stillwater Technology Park in Lovejoy, Georgia, was proposed as a campus with up to 1.25 GW of capacity across approximately 400 acres.

The developer withdrew its application in August 2026. Reporting indicated that the developer chose to pursue residential development instead, while community opposition was also prominent in coverage of the proposal. Lovejoy subsequently passed an ordinance banning data center construction on September 29, 2026.

The case illustrates how a proposed site's development path can change when a data center faces local resistance and an alternative use becomes preferable. It also demonstrates the importance of distinguishing the developer's stated decision from broader interpretations of the factors behind it. The proposed data center project in Georgia with 1.25 GW capacity is significant in relation to the near-term delivery pipeline. Stillwater alone was equivalent to approximately one-quarter of the 5,065 MW scheduled to go live over the next 12 months.

Southeast Raleigh, North Carolina

In August 2026, a proposed data center in North Carolina was withdrawn before the planned council agenda date. The project involved a 14-acre site and a building of approximately 100,000 square feet. Reporting noted that more than 130 people had signed up to speak about the proposal.

The case shows that a project can be withdrawn before a final vote. As a result, a dataset based only on formal denials may fail to capture all development proposals affected by local opposition. Withdrawals, failed negotiations, and decisions not to proceed can also prevent planned capacity from reaching construction.

Prince William Digital Gateway, Virginia

Prince William Digital Gateway demonstrates how a project can progress through local land-use approvals and still face significant legal risk.

In July 2026, courts invalidated the rezonings associated with the development, and QTS withdrew its appeal to the Virginia Supreme Court. The proposal covered approximately 2,100 acres.

The outcome illustrates the potential for legal proceedings to reverse or undermine earlier development decisions. It also shows why approval status must be evaluated alongside the possibility of litigation rather than treated as a permanent guarantee that a project will proceed.

The implications for development planning

Community engagement cannot guarantee approval, but the cases indicate why it should be part of early project planning.

Developers need to identify local concerns, explain the anticipated infrastructure requirements, and understand how a proposal fits within local land-use plans before relying on an approval schedule. Where community objections are likely, the project plan should account for the possibility of design changes, extended hearings, or additional review.

For investors, a project with unresolved opposition may carry a different schedule risk from one that has secured the required approvals. The distinction is particularly relevant for large campuses, where delays can affect a substantial volume of planned capacity.

Power Constraints vs. Permitting Delays: Which Risk Is More Significant?

Power availability remains a major consideration for data center development, particularly as AI workloads increase demand for electricity-intensive infrastructure. However, Blackridge Research's 2026 stalled-project data identifies permitting as the more frequently recorded obstacle.

Of the 140 projects cancelled or placed on hold, 49 cited regulatory and permitting issues, compared with 12 that cited power constraints. The difference is approximately four to one.

The distinction becomes clearer when the two categories are separated by project status. Nine of the 12 power-related projects were placed on hold, while three were cancelled. This suggests that power constraints more often corresponded to a pause than to a recorded cancellation within this particular dataset.

It does not establish that power constraints are less expensive, easier to resolve, or less important to the wider data center market.

Braidwood, Illinois: Utility infrastructure and project delays

In January 2026, a proposed data center in Braidwood, Illinois, was reported to have been placed on hold because of ComEd's infrastructure requirements and regulations.

The project demonstrates how utility requirements can interrupt development even when the project has not been abandoned. A developer may need to wait for infrastructure decisions or determine whether the expected electricity supply can support the proposed facility.

The distinction between a power-related hold and a cancellation is commercially important. A hold preserves the possibility of future development, but the original construction and commissioning schedule may no longer be reliable.

Meridian Technology Park, Illinois: When power uncertainty ends a project

Meridian Technology Park provides a contrasting example. The proposed development in Christian County involved a stated capacity of 1,000 MW across 10 buildings, each planned at 100 MW. The project covered approximately 475 acres and was associated with an estimated investment of USD 6 billion to USD 8.8 billion.

In August 2026, the developer ended its pursuit, stating that the delivery of the power infrastructure on which the project depended was no longer certain.

Unlike Braidwood, Meridian was reported as a discontinued development effort rather than a project merely awaiting infrastructure progress. The comparison demonstrates that power constraints can produce different outcomes depending on the circumstances of a project.

STACK and Oracle in New Mexico: Interdependent infrastructure requirements

The supporting research identifies reported delays affecting the STACK/Oracle campus in New Mexico, with first power pushed to 2029. The reported constraints included air-permit limits, unavailable gas turbines, and a blocked gas pipeline.

This case illustrates how infrastructure and regulatory dependencies can overlap. Electricity delivery may depend not only on grid access but also on the availability of generation equipment, fuel infrastructure, and the permits needed to operate it.

Such projects cannot be assessed adequately through a single indicator. Their schedules depend on whether several interconnected requirements can be met in the correct sequence.

Why the distinction matters

Power availability and permitting are not mutually exclusive explanations for delay. A project may need land-use approval before a utility can finalize infrastructure arrangements, while an electricity-supply plan may itself depend on environmental or air permits.

The Blackridge findings nevertheless provide a useful corrective to a power-only explanation of the market's difficulties. Among projects already classified as stalled, permitting and regulatory issues were recorded more frequently than electricity constraints.

For developers, this means that power procurement and approval planning should proceed as coordinated workstreams. For investors and tenants, it means that evidence of a prospective electricity supply is not sufficient to establish that a project is ready to enter service.

Investment Exposure: What 11,762 MW of Stalled Capacity Means for Capital

The scale of stalled capacity raises a central financial question: how much investment is exposed when projects cannot advance as planned?

Blackridge Research estimates that the 11,762 MW associated with cancelled and on-hold projects corresponds to approximately USD 266 billion in implied capital expenditure, using the tracker-wide average of USD 22.61 million per MW.

The calculation is straightforward:

11,762 MW x USD 22.61 million/MW ~ USD 266 billion

This figure requires an important qualification. It is an indicative estimate based on the average cost per MW across the tracker. It is not a project-by-project sum of disclosed budgets, capital already spent, or confirmed financial losses.

Stalled capacity creates uncertainty around planned expenditure

A project can accumulate development costs before construction begins. These may include land acquisition or options, engineering, environmental assessments, permitting work, legal expenses, and infrastructure planning.

If a project is delayed, some of those expenditures may remain recoverable or useful if the development resumes. Others may become sunk costs if the site cannot be developed as intended.

The financial outcome therefore depends on the project's stage, contractual commitments, and prospects for resolving the obstacle. A project on hold may retain considerable option value, while a cancelled project may require the developer to reassess its site, contracts, and prior expenditure.

Blackridge's aggregate data does not establish the amount of capital already spent on each stalled project. Any estimate of actual losses would require project-level financial information that is not available in the supplied tracker summary.

The gap between announced, committed, and invested capital

The wider US pipeline contains approximately USD 4,428.7 billion in tracked capex. Blackridge Research records roughly 67% at the announced stage, 32% committed, and 0.6% invested.

These figures indicate that the headline value of the pipeline should not be interpreted as capital already deployed. Announced investment reflects plans or stated intentions; committed capital reflects a further stage of financial commitment; and invested capital represents expenditure recorded at the invested stage.

For market participants, these distinctions affect how risk should be assessed. A large proposed campus may have a substantial announced value but remain dependent on approvals, utility arrangements, and financing milestones. If the project stalls, the timing and scale of eventual expenditure can change.

How delays can affect project economics

Permitting delays can affect a project's economics through several channels.

• Schedule extension: A later construction start can push back the date when a facility begins generating revenue.

• Development costs: Extended review periods can increase legal, engineering, site-management, and financing costs.

• Procurement exposure: Orders and delivery schedules may need to be revised if approvals remain unresolved.

• Financing assumptions: Lenders and investors may need to reassess the timing of cash flows and the conditions under which capital is released.

• Commercial commitments: Tenants and infrastructure partners may need to adjust plans if the expected delivery date becomes uncertain.

These are potential financial mechanisms, not measured losses established by Blackridge's 2026 project counts. The magnitude of each effect will vary by project.

Why lenders need to assess permitting readiness

August 2026 Reuters report indicates that banks were increasingly treating community and political opposition as a credit risk. The report also described Bank of America's consideration of permits and community support as elements of project readiness.

This evidence suggests that approval risk can influence how lenders evaluate a project's ability to advance. However, the supporting research characterizes these practices as informal rather than as a documented, universal lending policy.

The practical implication is that financing assessments should examine the status of permits and local approvals alongside power access, construction budgets, and tenant commitments. A project with unresolved zoning issues may require a different risk assessment from one that has secured its principal approvals.

Why Large Hyperscale Projects Create Disproportionate Risk

The impact of stalled projects cannot be measured through project counts alone. Capacity is concentrated in large developments, meaning a relatively small number of projects can account for a substantial share of planned infrastructure.

Blackridge Research's analysis finds that projects above 500 MW account for approximately 27% of sized projects but around 76% of their capacity.

This concentration changes the significance of individual project delays.

A 500 MW development is equivalent to approximately 9.9% of the 5,065 MW scheduled to go live over the next 12 months. A single project of this size can therefore represent a meaningful portion of expected near-term capacity, although its actual contribution depends on its commissioning schedule and the amount of capacity delivered.

These are some of the several large proposals affected by delays or cancellations in 2026.

The broader conclusion is that large campuses can have a disproportionate influence on capacity forecasts. When a small number of developments account for most planned capacity, changes to their approval or construction schedules can materially alter the expected pace of market expansion.

Geographic Exposure: Where the Pipeline Is Most Vulnerable

The geographic distribution of US data center capacity adds another dimension to project risk. Blackridge Research's tracker shows that approximately 54% of tracked capacity is concentrated in the South, with Texas representing roughly 50.3 GW.

The ten largest markets together account for approximately 140.8 GW of tracked capacity. These figures indicate that the delivery of US data center infrastructure depends heavily on a relatively concentrated set of markets.

Why regional concentration matters

Where a large share of planned capacity is concentrated, delays in a few major projects can influence regional infrastructure planning. Utilities may need to reassess expected load growth, developers may revise construction schedules, and tenants may need to reconsider when capacity will become available.

The effects are not necessarily uniform across a state. A market may contain operational data centers, projects under construction, and proposed campuses at very different stages of readiness. A state with a large pipeline may still deliver capacity on schedule if its projects are sufficiently advanced, while a smaller market may experience substantial disruption if one major project stalls.

How to assess state-level exposure

A more useful comparison would combine four indicators:

1. Stalled capacity: The total MW associated with cancelled and on-hold projects.

2. Approval readiness: The share of projects with outstanding zoning, permitting, or environmental requirements.

3. Development-stage mix: The proportion of capacity that remains proposed compared with capacity under construction.

4. Concentration risk: The share of a state's pipeline represented by its largest projects.

Together, these indicators would distinguish markets with large but relatively mature pipelines from those where substantial capacity remains dependent on uncertain approvals.

For developers and investors, the distinction is more informative than pipeline size alone. The amount of planned capacity indicates potential market scale; project readiness indicates how much of that capacity has a credible path to delivery.

US Data Center Market Outlook: 2026-2030

The outlook for the US data center market depends on whether the large volume of planned capacity can progress through permitting, infrastructure development, construction, and commissioning. Blackridge Research's October 2026 data points to a significant gap between the overall pipeline and the capacity scheduled to enter service in the near term.

The tracker records 191,101 MW of US data center capacity, compared with 5,065 MW scheduled to go live over the next 12 months. It also indicates that approximately 63% of tracked projects remain in the upcoming stage.

These figures suggest that future market growth will depend not only on new project announcements but also on the execution of existing proposals. Three potential scenarios help frame the market outlook.

Scenario one: Project approvals accelerate and stalled developments resume

In a recovery scenario, developers resolve outstanding permitting issues, secure local approvals, and advance projects into construction. Projects placed on hold may return to the pipeline as their regulatory, legal, or infrastructure requirements are addressed.

This would improve the conversion of proposed capacity into construction activity. Developers could establish firmer schedules, while utilities, contractors, and equipment suppliers would have greater visibility into upcoming demand.

Scenario two: Projects remain viable, but delivery dates move back

A second scenario involves continued development alongside persistent approval delays. Projects may remain in the pipeline but take longer to secure permits, complete environmental review, or resolve local opposition. Some developments may progress in stages, while others may need to revise their construction and commissioning schedules.

In this scenario, the market could continue attracting substantial investment announcements even as near-term capacity delivery remains constrained.

The distinction between project viability and delivery timing would become particularly important. A project that remains active may still be unable to supply the capacity originally expected by a tenant or utility at a particular date.

Scenario three: Approval failures increase project attrition

A more adverse scenario would involve additional cancellations and withdrawals as developers encounter unresolved permitting, legal, community, or infrastructure constraints.

Large projects would be particularly important because of their disproportionate share of planned capacity. If several major campuses were cancelled or delayed simultaneously, the effect on expected deliveries could be substantial.

Nevertheless, the Blackridge dataset does not establish a future cancellation rate or quantify the probability of this scenario. It should be treated as a risk framework rather than a prediction that cancellations will increase.

Indicators to monitor through 2030

The following indicators can help assess which scenario is becoming more likely.

The most useful market indicator will be the conversion of pipeline capacity into construction and operational capacity. Project announcements remain relevant, but they provide limited evidence of delivery when approval and infrastructure milestones remain unresolved.

Strategic Implications for Developers, Investors, Lenders, and Suppliers

Blackridge Research's findings have implications across the data center development ecosystem. The central lesson is that project readiness needs to be evaluated across several dimensions rather than inferred from capacity announcements or investment commitments alone.

Developers: Evaluate permitting risk before committing major expenditure

Developers should assess local land-use requirements and the history of relevant approval decisions during site selection. Where a project requires rezoning or conditional-use approval, the development schedule should reflect the possibility of additional review, contested hearings, and changes to the proposal.

Community engagement should also be incorporated into the development plan rather than treated as a task to complete after the application is submitted.

Projects facing unresolved approval requirements should be tracked separately from those that have secured the necessary authorizations. This distinction can improve schedule management and help identify where development expenditure may be exposed to delays.

Investors and lenders: Assess project maturity alongside capital requirements

Investors should distinguish between announced investment, committed capital, and capital already invested. These categories represent different levels of financial exposure and should not be combined into a single measure of project readiness.

The permitting status of each project should be assessed alongside utility arrangements, construction budgets, financing conditions, and tenant commitments. Projects with unresolved zoning or environmental issues may require additional schedule-risk analysis.

Large campuses warrant particular attention because projects above 500 MW account for approximately 76% of the capacity represented by sized projects in Blackridge Research's analysis.

Stress-testing a project against a 12- to 24-month delay can help assess its sensitivity to changes in revenue timing, financing costs, and procurement schedules. This is a recommended analytical approach, not a measured outcome from the tracker.

Construction and equipment suppliers: Distinguish announcements from executable demand

Suppliers should evaluate prospective orders according to project maturity. A development announcement may indicate future demand, but unresolved approvals can make the timing of procurement uncertain.

Tracking permitting milestones, construction starts, and revised delivery dates can help suppliers distinguish between near-term opportunities and projects whose schedules remain conditional.

Where several projects in the same market are on hold, suppliers may also need to consider the possibility that orders will be delayed or released in clusters if approvals are resolved.

Hyperscalers and tenants: Account for delivery uncertainty

Tenants planning future compute capacity should assess the readiness of individual projects rather than relying exclusively on announced commissioning dates.

This includes reviewing the status of approvals, construction progress, and electricity supply. Where a planned facility represents a critical component of a deployment strategy, contingency planning may be necessary if the project's delivery schedule remains uncertain.

The objective is not to treat every proposed data center as unreliable. It is to distinguish projects with established development milestones from those whose expected delivery remains dependent on unresolved approvals or infrastructure requirements.

Utilities: Align demand planning with project readiness

Utilities need visibility into both the scale and maturity of proposed data center loads. Announced capacity can indicate future demand, but not every proposed campus will progress at the expected rate.

Project-stage information, approval milestones, and confirmed infrastructure arrangements can help utilities assess when demand may materialize. This is particularly relevant in markets with a high concentration of large hyperscale developments.

The Blackridge findings support the need to evaluate project readiness alongside capacity announcements when planning for future demand.

Conclusion: The Next Phase of US Data Center Growth Depends on Execution

The next phase of US data center development will depend on developers' ability to turn ambitious expansion plans into projects that can secure approvals, attract investment, and reach construction and operation. Demand for AI and cloud infrastructure continues to support development, but a large project pipeline alone does not guarantee timely capacity delivery.

Permitting and community engagement need to be addressed early in project planning rather than treated as administrative steps late in development. Developers must establish clear approval pathways, assess environmental and local planning requirements, coordinate with utilities, and communicate the project's potential impacts to affected communities. These measures cannot eliminate project risk, but they can help identify constraints before they lead to costly delays or cancellation.

Investors and lenders also need to assess project maturity beyond announced investment values. The status of permits, power arrangements, financing, land approvals, and construction contracts provides a more useful indication of delivery readiness than proposed capacity alone. Utilities, equipment suppliers, construction firms, and prospective tenants can use the same indicators to evaluate the timing and reliability of future demand.

Through 2030, the key question is not simply how much data center capacity developers propose to build, but how effectively the industry manages the regulatory, infrastructure, financial, and community challenges that stand between a proposal and an operational facility. Execution, rather than pipeline size alone, will determine the pace and reliability of US data center growth.

About Blackridge Research's Global Project Tracker

Blackridge Research & Consulting tracks data center projects by development stage, region, capacity, capital expenditure, and status, including recorded reasons for project cancellations and holds.

The tracker supports project-level analysis of the development pipeline and helps market participants assess proposed capacity, construction progress, and potential delivery risks.

To request project-level data or a market-specific view, contact Blackridge Research & Consulting.