HARRISBURG, Pa. — Pennsylvania Gov. Josh Shapiro is moving to impose tougher conditions on new data center projects, marking a significant shift in the state’s approach to the rapidly expanding industry that supports artificial intelligence, cloud computing and other digital services.
The policy comes as communities across Pennsylvania increasingly question the impact of large-scale data centers on electricity supplies, water resources, land use and local quality of life. Shapiro’s administration is expected to require developers seeking state support or approval to meet stricter environmental, energy and community standards.
Under the revised framework, data center developers will have to accept a series of requirements covering energy consumption, environmental protections, local engagement and land-use concerns. One of the most important changes is a requirement that developers effectively pay the full cost of the electricity their facilities consume, rather than shifting those costs onto other electricity customers.
State officials also plan to require data centers to obtain approval from local governments before receiving state permits. That change could give municipalities a much larger role in determining whether major projects move forward.
A major change in Pennsylvania's data center strategy
Pennsylvania has spent recent years attempting to attract technology investment and large infrastructure projects. Data centers became an important part of that economic-development strategy as demand for computing capacity surged alongside the growth of artificial intelligence.
Shapiro previously promoted data center investment, including major projects expected to generate jobs and billions of dollars in private investment. But growing opposition from residents has forced the administration to reconsider how quickly such facilities should be approved.
The governor’s new approach does not amount to an outright statewide ban. Instead, it establishes a higher threshold for projects that want state assistance, expedited permitting or other benefits.
Pennsylvania’s existing Governor’s Responsible Infrastructure Development (GRID) Standards already call for developers to demonstrate that projects provide meaningful local benefits while addressing their environmental and infrastructure impacts. The standards cover areas including energy, water protection, transparency, community engagement and workforce development.
The new measures would make those expectations more consequential for developers seeking government support.
Developers could face stricter energy requirements
Electricity is one of the central issues behind the data center backlash.
Modern AI-focused data centers can require enormous amounts of power because thousands of servers operate continuously. Communities and consumer advocates have raised concerns that rapid growth in electricity demand could increase pressure on the power grid and eventually affect utility costs.
Shapiro’s revised standards are designed to address that concern by requiring developers to take responsibility for the electricity needs of their facilities.
The administration also plans to require a portion of the energy used by qualifying facilities to come from clean sources. According to the Washington Post, the proposed standards call for at least 10 percent of a data center’s energy to come from clean sources.
That requirement reflects a broader national debate over whether the economic benefits of AI infrastructure justify its environmental and energy demands.
Local communities gain more power
Perhaps the most consequential part of the new policy is the greater role envisioned for local governments.
Under the proposed approach, data center projects would need local approval before receiving state permits. That could significantly strengthen the position of township, borough and municipal officials who are increasingly hearing complaints from residents about proposed facilities.
The issue became particularly visible in Archbald, a northeastern Pennsylvania community of roughly 7,000 people. Residents there opposed plans for several enormous data center campuses. The proposed developments would contain dozens of large warehouse-style buildings and occupy a substantial share of the community’s land.
Shapiro visited Archbald in May. According to the Washington Post, the reaction he encountered there helped convince members of his administration that stronger safeguards were necessary.
For residents, the concerns go beyond the buildings themselves. Large data centers can require new electrical infrastructure, backup generators, cooling systems and extensive construction. Communities have also raised concerns about noise, water consumption, farmland, open space and the possible effect on property values.
Pennsylvania has dozens of proposed projects
The scale of the development pipeline helps explain why the issue has become politically important.
State officials estimate that roughly 100 data center projects have been proposed across Pennsylvania. However, officials believe most of those proposals are speculative and will never be constructed.
State permitting offices are currently handling applications for about 20 projects, with five already having received permits, according to the Washington Post.
That distinction is important because the number of announcements can make the development pipeline appear much larger than the number of projects that ultimately reach construction.
Still, even a relatively small number of hyperscale facilities could have a major impact because of their enormous electricity and infrastructure requirements.
The politics of data centers are changing
Shapiro’s policy shift also comes at a politically sensitive moment.
The governor is seeking reelection and faces Republican state Treasurer Stacy Garrity. Garrity has called for a broader pause on new data center development, giving her an opportunity to portray the issue as an example of communities demanding more control over large corporate projects.
The debate is not limited to Pennsylvania.
Governors and political leaders in several states are reconsidering policies that once encouraged rapid data center expansion. New York Gov. Kathy Hochul recently signed legislation establishing a one-year moratorium on new data centers, while Texas Gov. Greg Abbott has taken steps to slow new projects while state officials examine their effects on energy demand.
The shift illustrates how quickly data centers have moved from being viewed primarily as an economic-development opportunity to becoming a politically contentious infrastructure issue.
What the new rules could mean for developers
For data center companies, Pennsylvania’s new approach could make the approval process more complicated but potentially more predictable.
Developers would have to demonstrate that they can provide their own power resources or pay the costs associated with connecting to and supplying their facilities. They would also need to address environmental impacts, engage with communities and satisfy local approval requirements.
The state’s GRID framework was originally designed to provide developers with a clearer pathway to expedited permitting and state incentives when they meet specified standards.
That means Pennsylvania is not necessarily closing the door on data center investment. Instead, the state is attempting to make access to public support conditional on stronger commitments from developers.
For companies planning large campuses, the new requirements could influence site selection from the beginning. Locations with stronger electrical infrastructure, adequate water resources, supportive local governments and available land could become more attractive than communities where residents or officials strongly oppose development.
A balancing act between AI investment and local concerns
The central challenge for Shapiro is finding a balance between two competing priorities.
On one side, data centers can bring construction activity, permanent jobs, tax revenue and billions of dollars in private investment. They are also becoming essential infrastructure for the expanding AI economy.
On the other side, communities worry that they could bear the costs while private companies receive the economic benefits. Higher electricity demand, water consumption, land conversion and infrastructure requirements can create concerns that extend far beyond the boundaries of a single project.
Shapiro’s latest policy represents an attempt to address those concerns without abandoning Pennsylvania’s effort to compete for technology investment.
The governor is therefore not simply deciding whether Pennsylvania should have more data centers. The larger question is what developers must provide in return for permission and public support to build them.
As opposition grows nationwide, Pennsylvania’s new rules could become an important test of whether states can continue attracting AI infrastructure while giving residents greater influence over where — and under what conditions — the next generation of data centers is built.
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