The Permitting Race - Policy as Infrastructure

AI campuses may be measured in megawatts, but their schedules are controlled by approvals, coordination and political certainty.

Artificial Intelligence may move at digital speed.

The infrastructure supporting it does not.

Before an AI campus can operate, a property may need to be rezoned. Environmental conditions must be evaluated. Utility service must be approved. Transmission routes, substations, backup generators, water systems, fiber pathways and access roads may each require separate reviews.

Those decisions can involve local governments, state regulators, utilities, federal agencies, tribal authorities and community stakeholders.

Each organization may control only one part of the project.

Together, they control the schedule.

This makes policy more than a legal or political issue. It is a physical infrastructure system, one capable of accelerating investment, delaying it or redirecting it to another market entirely.

A region may have available land, nearby transmission and strong fiber connectivity.

If the approval process surrounding those assets is fragmented or unpredictable, they may remain unusable.

The Intelligence Economy will not be built only where resources exist.

It will be built where institutions can turn those resources into operating infrastructure.

The Short Answer

Policy infrastructure is the collection of laws, regulations, approval processes and public institutions determining where, how and how quickly AI infrastructure can be built.

It Includes:

• Land-use and zoning decisions

• Environmental reviews

• Building and construction permits

• Air and water permits

• Utility and regulatory approvals

• Transmission and pipeline authorizations

• Tax and economic-development agreements

• Community-engagement requirements

• Infrastructure-security standards

• Operating and reporting obligations

A strong policy environment does not necessarily approve every project.

It gives developers, utilities, investors and communities a clear understanding of what must be reviewed, who makes each decision and how long the process is expected to take.

That creates something infrastructure markets value almost as much as speed.

Certainty.

The Signal

The scale of AI Infrastructure has moved permitting into the national strategy conversation.

In July 2025, the White House issued an executive order directing federal agencies to facilitate the development of major data-center and supporting infrastructure projects. The order defined a covered Data Center Project as a facility requiring more than 100 megawatts of new AI-related load. It also established pathways for projects involving more than $500 million in capital expenditures or more than 100 megawatts of incremental load to receive coordinated federal attention. White House

The order did not focus only on the data-center building.

It included many of the systems the campus depends on: transmission lines, natural-gas infrastructure, substations, transformers, switchgear, generation equipment, semiconductors, networking equipment and data-storage systems.

That is an important policy signal.

Government is beginning to recognize that an AI campus cannot be permitted as an isolated structure. Its energy, connectivity, equipment and supply-chain requirements form an interconnected infrastructure project.

The order also called for qualifying projects to be placed on the federal Permitting Dashboard where appropriate, with coordinated review schedules under the FAST-41 process. It directed agencies to examine environmental-review efficiencies and the potential reuse of federal, brownfield and Superfund sites.

The message is clear:

Permitting has become part of the competition for AI infrastructure.

What Must Be Approved Before AI Can Run?

A data-center development rarely depends on one permit.

It depends on an approval stack.

The exact requirements vary by project and jurisdiction, but the stack can generally be understood through five layers.

1. Land-Use Approval

The first layer determines whether the project can be built on the proposed property.

Local governments may evaluate zoning, building height, setbacks, noise, visual impact, traffic, landscaping, emergency access and compatibility with neighboring uses.

A property may be marketed as industrial land without automatically allowing a large data-center campus, power plant or substation.

Even when the primary facility is permitted, associated infrastructure may require separate land-use decisions.

2. Environmental Approval

The second layer examines how the project may affect air, water, wildlife, wetlands, cultural resources and surrounding communities.

Backup generators may require air permits. Construction near waterways or wetlands may require additional review. Large water withdrawals, wastewater systems and fuel storage can create their own approval requirements.

A federal permit, federal land, federal funding or another federal connection may trigger review under federal environmental laws. State and local environmental requirements may apply alongside them.

Environmental review is not one universal process.

It is a network of processes shaped by the location and design of the project.

3. Utility and Regulatory Approval

The third layer determines how the project will receive power and how the required infrastructure will be financed.

A utility may need to study the load, construct a substation or reinforce transmission. A public utility commission may review rates, cost allocation, generation plans or major infrastructure investments.

Transmission routes may need separate siting approval. New generation may require an entirely different permitting path from the data center it will serve.

The approval of the building does not approve the electricity.

4. Construction Approval

The fourth layer covers the physical act of building.

Site plans, grading, stormwater management, roads, structural systems, electrical installations, mechanical equipment, fire protection and occupancy may all require plans, inspections and permits.

Projects built in phases must coordinate those approvals with the delivery of power, equipment and completed buildings.

A delay in one inspection can prevent the next contractor from beginning work.

5. Operating Approval

The final layer determines whether the completed facility can enter service and remain compliant.

Fire and life-safety systems must be verified. Electrical and mechanical systems must be commissioned. Environmental and operating requirements may continue after construction.

The project may also face ongoing reporting, cybersecurity, resource-management or emergency-response obligations.

The approval process does not end when the walls are finished.

It follows the facility into operation.

The Approval Illusion

A project announcement can create the impression that development is certain.

It may not be.

“Announced” can mean that a company has selected a general market.

“Approved” may refer to a single zoning decision or incentive agreement.

“Permitted” may mean that some construction activity can begin.

None of those terms necessarily means the campus has secured every approval required to receive power and enter operation.

This creates the Approval Illusion.

A project can appear far more advanced in a press release than it is on the infrastructure timeline.

Communities, investors and reporters should begin asking what has actually been approved:

• Is the property properly zoned?

• Has the site plan been accepted?

• Are environmental reviews complete?

• Has utility service been contractually secured?

• Has the substation been approved?

• Are transmission upgrades authorized?

• Have air and water permits been issued?

• Can construction begin across the entire campus?

• Is the energization date tied to approved infrastructure?

The most important distinction is simple:

Announced is not approved. Approved is not energized.

Local Government Is the First Infrastructure Gate

National AI strategy receives the headlines.

Local government often controls the first real decision.

City councils, county commissions, planning boards, zoning administrators, building departments and fire officials determine how a proposed facility interacts with the physical community around it.

Their decisions can influence where the campus sits, how it looks, how loudly it operates, how traffic reaches it and how close it can be to homes, schools or protected land.

Local governments may also negotiate economic-development agreements, infrastructure contributions, tax incentives and community benefits.

This gives local policy an outsized influence on the national AI buildout.

A community does not need to become permissive to become competitive. It needs to become prepared.

Prepared communities know where appropriate industrial sites are located. They understand which zoning categories apply. They have identified potential power and water constraints. They know which departments must review a project and which questions residents are likely to ask.

They do not create standards after a major application arrives.

They establish expectations before the market forces them to react.

Fast Permitting Versus Predictable Permitting

Speed matters.

Capital is expensive, equipment reservations have deadlines and a delayed energization date can postpone revenue. Developers will naturally prefer markets where approvals move efficiently.

But speed alone is not enough.

A fast preliminary approval followed by an unpredictable year of additional reviews does not create a reliable schedule. Neither does a public commitment to “streamline” development when agencies lack staff, shared information or decision authority.

Predictability matters because infrastructure investment depends on sequencing.

Developers need to know when land can be acquired, when equipment should be ordered, when contractors should mobilize and when customers can begin using the facility.

Utilities need credible timelines for transmission, substations and generation.

Communities need enough time to understand impacts and establish protections.

The best permitting system is not simply the one promising the fewest days.

It is the one capable of producing a defensible decision on a schedule stakeholders can trust.

The Handoff Problem

Most infrastructure delays do not occur because nobody is working.

They occur during handoffs.

One agency waits for information from another. A local site-plan review depends on a utility layout that is still changing. An environmental application cannot be completed until engineering reaches a later stage. A transmission route shifts, forcing new land and environmental review.

Each organization may be completing its assigned responsibility.

The total project can still remain stalled.

This is the Handoff Problem.

AI infrastructure is especially vulnerable because the campus and its supporting systems must develop together. Changes in power design can affect land requirements. Changes in cooling can affect water and environmental permits. Changes in fiber routes can affect rights-of-way and construction plans.

A strong policy environment identifies those dependencies early.

It asks which reviews can occur in parallel, which decisions must occur sequentially and what information each agency needs from the others.

The project needs more than a list of permits.

It needs a map of the relationships between them.

Coordination Is a Form of Infrastructure

Permitting reform is often described as reducing regulation.

Coordination may be just as important.

A Coordinated System Can Provide:

• A lead agency or project manager

• A complete approval roadmap

• Shared project information

• Published review milestones

• Defined agency responsibilities

• Early identification of missing information

• Parallel reviews where legally appropriate

• A process for resolving conflicting requirements

• Transparent status updates

• Clear escalation when deadlines are missed

None of these measures guarantees approval.

They reduce the uncertainty surrounding the path toward a decision.

This is particularly important for communities receiving their first large AI infrastructure proposal. The project may be larger and more interconnected than anything their existing processes were designed to review.

Without coordination, the developer becomes responsible for connecting agencies that may rarely work together.

With coordination, government becomes capable of evaluating the project as one infrastructure system.

Community Acceptance Is Part of the Timeline

A technically complete application can still encounter public resistance.

Residents may be concerned about noise, water use, electricity prices, generator emissions, transmission lines, construction traffic, land-use changes or the visual impact of the campus.

Those concerns should not be treated as distractions from the permitting process.

They are part of it.

When communities receive information late, distrust fills the gap. When economic benefits are described broadly but physical impacts remain unclear, residents may assume the project’s rewards will leave while its costs remain local.

Developers and Public Officials Should Explain:

• What is being built

• Which infrastructure will accompany it

• How much power and water it may require

• What residents may see or hear

• How environmental performance will be measured

• Who pays for infrastructure upgrades

• How complaints will be handled

• Which benefits are contractually enforceable

• What happens if the project changes

Early engagement does not guarantee support.

It gives the community a credible basis for making a decision.

Public acceptance becomes more difficult when officials appear to be learning about the project at the same time as residents.

The Permit-to-Power Timeline

AI infrastructure planning often begins with the expected energization date.

Policy planning should begin with the approvals required to make that date possible.

This is the Permit-to-Power Timeline.

It connects five forms of readiness:

Land-Use Approval + Environmental Review + Utility Authorization + Infrastructure Permits + Community Alignment = Credible Energization

The timeline should identify every decision on the project’s critical path, the organization responsible for it, the information required and the date by which it must be completed.

It should also include the infrastructure outside the property boundary.

A data center may receive its building permits while a transmission line, gas lateral, water connection or fiber route remains under review. The campus is permitted, but the system supporting it is not.

The real completion date is controlled by the last essential approval—not the first public announcement.

That is why policy must be integrated into development planning from the beginning.

The permit schedule, equipment schedule, construction schedule and power schedule are not separate documents.

They are one delivery system.

Permitting Technology Becomes Infrastructure

Many permitting systems were designed for a different era.

Applications may be submitted through disconnected portals. Agencies may store similar information in incompatible formats. Project sponsors may be asked to provide the same documents multiple times.

Status updates may depend on emails, spreadsheets and individual staff members.

This creates more than administrative inconvenience.

It makes infrastructure schedules harder to understand and manage.

In April 2025, the White House directed the Council on Environmental Quality to establish a Permitting Innovation Center and develop a government-wide technology plan for federal environmental reviews and permitting.

The directive called for shared data standards, modern case-management systems, application portals, automation for lower-level reviews and greater data exchange between agencies. White House

The subsequent Permitting Technology Action Plan identified fragmented data, outdated systems and disconnected tools as obstacles to efficient review. It established minimum technology requirements, an initial permitting-data standard and a roadmap for implementation across agencies. White House

The larger lesson applies beyond the federal government.

States and communities cannot compete for twenty-first-century infrastructure using permitting systems built around paper-era workflows.

Digitizing a PDF is not digital transformation.

A modern system should allow agencies and applicants to see the same project, understand outstanding decisions and identify delays before they affect construction.

Policy Watch: The Permitting Innovation Center

The Permitting Innovation Center is worth watching because it treats government process as a technology problem.

Its stated role includes designing and testing prototype systems for case management, application submission, review automation and interagency data exchange.

If successful, the approach could improve more than speed.

It could improve transparency.

A project sponsor could see which agency has the application. Reviewers could work from shared information. Leadership could identify where projects repeatedly stall. Communities could receive more consistent information about schedules and decisions.

The opportunity is not to automate public judgment.

It is to remove the administrative friction preventing people from exercising that judgment efficiently.

The most useful permitting technology will not decide whether a project should be approved.

It will make it easier to understand what is being decided, who is deciding it and what must happen next.

The Hot Take

America does not have one permitting system.

It has overlapping permitting systems.

Developers experience federal requirements, state regulation, utility processes and local land-use authority as one timeline, even when the agencies involved do not.

That means permitting reform cannot succeed entirely within one level of government.

A federal review can move quickly while local zoning remains unresolved. A county can approve a campus before the utility completes its study. A state can authorize transmission while the generation required to supply it remains uncertain.

The market does not care which agency caused the delay.

It experiences only the missed energization date.

The competitive advantage will belong to regions capable of coordinating authority they do not fully control.

Policy Across the Eight Pillars

Policy touches every pillar of the Infrastructure of Intelligence™.

Power infrastructure depends on utility regulation, generation approvals, transmission siting and cost allocation. Connectivity depends on rights-of-way, infrastructure-security requirements and access to public and private property.

Land value is shaped by zoning and entitlement. Water availability is shaped by withdrawal rights, treatment standards and allocation policy. Workforce development depends on licensing, apprenticeships, education funding and housing policy.

Capital responds to regulatory certainty. Sustainability commitments depend on environmental standards, reporting requirements and enforceable operating conditions.

Policy is not located above the other pillars.

It is woven through them.

A weakness in the policy environment can prevent otherwise strong infrastructure from becoming usable. A well-coordinated system can increase the value of the resources a region already possesses.

What Leaders Should Start Asking

Communities, utilities, developers and investors should move beyond asking whether a jurisdiction is friendly to data centers.

They Should Ask:

• Which approvals are required for the campus?

• Which approvals are required for supporting infrastructure?

• Who controls each decision?

• Which reviews can occur simultaneously?

• Which approvals depend on another agency acting first?

• Is there a single project coordinator?

• Are review timelines published?

• What information must be submitted at each stage?

• Are requirements consistent between departments?

• Can project information be shared electronically between agencies?

• Is the utility process integrated into the local development schedule?

• When must environmental studies begin?

• Are transmission, generation and pipeline permits included?

• How will community concerns be documented and addressed?

• What happens when the project design changes?

• Which decision is most likely to control the energization date?

• Does the jurisdiction have enough staff and technical expertise?

• Can the final approval withstand legal and public scrutiny?

• Who is accountable for maintaining the complete Permit-to-Power Timeline?

These questions separate a general promise of support from an infrastructure-ready policy environment.

The Golden Nugget

Permitting speed is valuable. Permitting certainty is bankable.

A six-month process with clear requirements, responsible decision-makers and a defensible outcome may be easier to finance than a three-month target built around unclear authority and shifting expectations.

Investors do not need every answer to be yes.

They need to know when the answer will arrive and whether it can be trusted.

The IOI Take

Policy is the operating system of AI infrastructure development.

It determines how land becomes a site, how a utility plan becomes a substation and how a public announcement becomes an operating campus.

The strongest AI markets will not be the ones that simply promise to move quickly. They will be the ones that can coordinate multiple reviews, communicate expectations and produce decisions capable of surviving construction, public scrutiny and political change.

• They will know which approvals are on the critical path.

• They will modernize the technology supporting government review.

• They will engage communities before opposition becomes the primary source of information.

Most importantly, they will measure policy performance by whether infrastructure can actually be delivered.

Power may determine where AI can operate.

Policy determines how quickly that power becomes usable.

One Last Thought

Permits are easy to dismiss as paperwork.

They are not.

Every permit represents a decision about a physical system: where it can be built, how it must perform and what conditions must be met before it can operate.

The Intelligence Economy will move quickly.

The communities capable of making clear, coordinated and credible decisions will move with it.

Workforce

Policy

Capital

Sustainability