Pennsylvania Tightens AI Data Center Rules, Putting Community Consent, Power Costs and Transparency at Center

 

Pennsylvania has imposed some of the toughest new conditions in the United States on large-scale data center development, using existing executive and permitting powers rather than waiting for a new law from the state legislature.

Governor Josh Shapiro signed Executive Order 2026-05 on August 18, 2026, establishing new requirements covering energy costs, environmental protection, transparency, local approval, workforce development, and community engagement for major data center projects. The order took effect immediately.

For data centers with a peak electricity demand of more than 25 megawatts, developers seeking Pennsylvania's streamlined permitting process must enter into a legally enforceable Consent Order and Agreement, or COA, committing them to the Governor's Responsible Infrastructure Development, or GRID, Requirements.

The move is significant because Pennsylvania did not create an entirely new data center regulatory agency or impose a statewide moratorium. Instead, the administration is using permitting, environmental regulation, tax incentives, and existing executive authority to change the conditions under which large data centers can move forward.

Developers Must Accept Binding Conditions

Under the executive order, qualifying developers must notify the Pennsylvania Department of Environmental Protection, participate in a pre-application meeting, and execute a project-specific COA incorporating the GRID Requirements.

Projects signing the agreement may continue to have applications reviewed on a rolling basis, but Pennsylvania will not issue qualifying permits until developers demonstrate that the project is consistent with local planning requirements and has obtained the required municipal approvals.

Developers are not technically prohibited from proceeding if they refuse to sign the GRID agreement. The process, however, becomes considerably less favorable.

For projects above 25 MW that do not execute the agreement, DEP will not begin reviewing applications until required local approvals have been obtained and applicable water withdrawal or wastewater authorizations are in place. DEP will also withhold final permits until all necessary permit applications have been received and reviewed. Such projects are excluded from Pennsylvania's permitting guarantee programs.

The agreement also carries financial consequences.

Pennsylvania's template COA provides for stipulated civil penalties. Certain violations can result in penalties ranging from $25,000 to $100,000 per megawatt of rated data center capacity per day, while other violations may carry penalties of $25,000 per day for each violation.

That transforms what might otherwise have been voluntary corporate commitments into enforceable contractual obligations.

Data Centers Must Pay for the Power Infrastructure They Need

A central principle of Pennsylvania's GRID framework is that data center growth should not increase electricity costs for ordinary households and businesses.

Developers accepting GRID must pay the full cost of new electricity generation, transmission, distribution, and other infrastructure required to serve their projects rather than shifting those costs to other ratepayers.

Developers are also expected to engage communities early enough for residents and local officials to influence major design decisions, establish community benefit agreements, hire and train local workers, and meet water conservation and environmental protection requirements.

Pennsylvania has also tied compliance to economic incentives.

The Department of Revenue has been directed to update the state's Computer Data Center Equipment Exemption Program so that applicants seeking the sales and use tax exemption must comply with GRID requirements.

At the same time, all data center projects have been removed from Pennsylvania's Permit Fast Track Program, and future data center proposals will no longer qualify for that program.

Pennsylvania Targets Data Center Secrecy

One of the most notable provisions concerns transparency.

Executive Order 2026-05 states that agencies under the governor's jurisdiction may not use nondisclosure agreements in connection with data center projects.

That provision directly addresses a recurring concern surrounding data center development: communities may know that a large industrial project is being proposed without knowing its ultimate operator, expected electricity demand, water consumption, or other major infrastructure requirements.

Pennsylvania is moving in the opposite direction.

The administration has ordered the creation of a publicly accessible map showing proposed data center projects known to DEP or the Department of Revenue, including current permitting information.

Operating data centers will also face substantial disclosure requirements.

Beginning July 1, 2027, and annually thereafter, operators will be required to submit information including:

• Total electricity consumption
• Total natural gas consumption
• Estimated average hourly electricity consumption during peak load
• Total annual water consumption
• Maximum daily water demand
• Water sources
• Energy and water efficiency measures
• Pollution-control measures
• New electricity generation associated with the facility
• Waste-heat recovery measures

The reporting requirements also call for disclosure of the parent company responsible for operating the facility or using at least 50 percent of its capacity.

For communities hosting AI infrastructure, this represents a significant shift toward measurable operational transparency.

Could Data Centers Lose Power Before Households?

Another provision has major implications for the economics of AI infrastructure.

The executive order directs Pennsylvania's Special Counsel for Energy Affordability to work before the Pennsylvania Public Utility Commission on protocols that would make data centers interruptible before other electricity customers when the power grid is under stress.

Importantly, this is not yet an automatic statewide rule requiring data centers to lose power first. The administration is directing its energy counsel to support the development of such protocols through the regulatory process.

The administration is also seeking procedures requiring data centers, rather than ordinary customers, to cover costs associated with PJM "reliability backstop" auctions used to secure additional generation needed because of rapidly growing electricity demand.

It is also pushing utilities and regulators to improve forecasting and public disclosure of data center electricity demand.

Pennsylvania Public Utility Commission Chairman Steve DeFrank summarized the principle behind the approach as:

"Growth should pay for growth."

For AI infrastructure operators, the implications are substantial. Electricity availability can no longer be evaluated solely in terms of megawatts available and interconnection timelines. Developers may increasingly have to account for curtailment risk, grid contribution requirements, dedicated generation, and infrastructure costs.

Why Pennsylvania Is Acting

Pennsylvania says the scale of proposed data center construction has expanded rapidly.

The state reported that more than 100 projects appear in publicly sourced databases. Fifty-eight projects had engaged with DEP regarding permitting, 15 had submitted at least one DEP permit application, and only five had received all permits necessary for their first phase of development, according to figures released with the executive order.

The executive order itself also points to rapidly rising electricity demand across the PJM regional grid, which serves Pennsylvania and several other states.

PJM's 2025 forecast projected 74 gigawatts of additional summer peak load through 2045, driven primarily by data center development, according to the order.

The issue is becoming increasingly important as AI companies compete for the enormous computing capacity required to train and operate advanced artificial intelligence models.

Part of a Wider U.S. Shift

Pennsylvania is not acting alone.

In March 2026, Amazon, Google, Meta, Microsoft, OpenAI, Oracle and xAI signed the White House Ratepayer Protection Pledge, committing to build, bring or purchase the electricity needed for their data centers and pay for related power infrastructure. The agreement, however, is voluntary rather than legally binding.

New Jersey has gone further through legislation.

Its Data Center Fair Share Act, signed in July, creates a separate rate structure for large data centers and requires financial guarantees covering at least 85 percent of requested electricity service for a minimum of 10 years.

Virginia has also imposed a temporary $0.011 per kilowatt-hour electricity consumption tax on data center operators beginning July 1, 2026 and continuing under the current provision until July 2028.

Meanwhile, opposition to proposed data centers has become a material development risk. Data Center Watch estimates that projects representing at least $156 billion in potential investment were blocked or delayed during 2025 amid local opposition, litigation, moratoria and other disputes.

The New Cost of AI Infrastructure: Community Consent

The Pennsylvania model illustrates how AI infrastructure regulation is evolving.

The critical variables for building a data center are no longer simply:

Land. Electricity. Fiber connectivity. Water. Capital. Permits.

Increasingly, another variable has entered the equation:

community consent.

Pennsylvania is effectively telling developers that access to faster permitting, state tax benefits and government support will depend on whether they can demonstrate that residents will not be forced to shoulder the infrastructure, electricity and environmental costs of AI expansion.

For hyperscalers and AI companies, that means future site-selection models may need to calculate something that is much harder to measure than the price of electricity: whether the community actually wants the project there.

NEWS AI PH Perspective

For countries such as the Philippines, Pennsylvania's experiment is worth watching closely.

As governments compete to attract hyperscale cloud and AI infrastructure, the policy question is no longer simply, "How do we attract data centers?"

The more important question may soon become:

"How do we attract AI infrastructure while protecting electricity consumers, water resources, local communities and national energy security?"

Pennsylvania's answer is clear: AI infrastructure can grow, but developers must increasingly prove that the communities hosting it will benefit from that growth rather than pay for it.