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Virginia Introduces New Data Center Accountability Framework as Communities Face Rapid Growth

Houston Taabu
By Houston Taabu 6 min read

The post Virginia Introduces New Data Center Accountability Framework as Communities Face Rapid Growth first appeared on Crafting Your Home.

 

Virginia is putting new rules and proposed regulations around data centers as the state grapples with the rapid growth of facilities supporting cloud computing and artificial intelligence.

Gov. Abigail Spanberger announced the Virginia Data Center Accountability Framework on Sept. 18, alongside Executive Order 22. The package focuses on transparency, local oversight, environmental standards, energy costs, clean energy, and workforce development.

The announcement comes as data-center development has become an increasingly visible issue in parts of Virginia, particularly Northern Virginia, where large concentrations of facilities have been built.

What the new framework would change

A complex network of cables in a data center with a monitor in the foreground.
Image credit:panumas nikhomkhai/pexels

One of the most significant proposals concerns local approval.

Under the framework, data centers using more than 25 megawatts of power would no longer receive automatic “by-right” local approval. Instead, they would have to go through a local approval process. Virginia Mercury reported that many counties have already moved toward conditional-use permitting, which can involve public hearings and votes by local officials.

The framework also proposes removing future large data centers from Virginia’s fast-track permitting system.
Another major provision concerns transparency. Executive Order 22 immediately bars Virginia’s executive branch agencies and employees from entering into or requiring nondisclosure agreements for data-center projects. The governor’s broader proposal would also seek legislation addressing such agreements at the local level.

Energy costs are a major part of the discussion.

Data centers require substantial amounts of electricity, and the framework addresses who should pay for infrastructure associated with that demand.

Virginia’s proposal calls for utilities to allocate a more equitable share of transmission and generation costs to data centers and other large electricity users. It also proposes requiring developers to make stronger financial commitments before projects move forward, to prevent speculative projects from tying up land and energy infrastructure.

The issue isn’t unique to Virginia.

Reuters reported that data-center expansion has generated concerns in several states about electricity demand and the costs of upgrading infrastructure. The news agency noted that Virginia, New York, Texas and Pennsylvania have all taken steps related to data-center development.

For households, the debate matters because electricity infrastructure is ultimately connected to utility systems that serve residential customers as well as large commercial users.

The framework also includes water, noise, and backup generators.

The framework goes beyond electricity.

Virginia’s proposal calls for standards addressing data-center water use, land impacts, energy efficiency and backup power. It also directs state agencies to accelerate new noise regulations for data centers.

Executive Order 22 directs a review of diesel and other backup-generation operations associated with the facilities. The broader framework proposes moving existing and future facilities toward cleaner backup power and limiting how much electricity data centers can generate through on-site natural-gas systems.

These provisions could become particularly relevant in communities where large facilities are located near homes, farmland and other developed areas.

Clean energy could receive an advantage.

The framework also proposes giving data centers incentives to use cleaner energy sources.

Reuters reported that the plan would encourage projects to use renewable sources such as solar and wind instead of natural-gas or diesel-fired backup systems. The governor’s office says the framework would also prioritize grid access for facilities that invest in clean energy.

The proposal therefore isn’t simply about restricting new construction. It also attempts to establish different standards and incentives depending on how facilities obtain and use electricity.

Virginia’s AI Task Force

Executive Order 22 also creates a new AI Task Force.

According to the governor’s office, the task force will examine issues tied to the rapid development of artificial intelligence, including workforce displacement, data privacy, and cybersecurity.

That connects the data-center debate with a broader question facing communities: how much physical infrastructure will be required as artificial intelligence and other computing services expand?

Data centers provide the physical facilities needed to store and process enormous quantities of digital information, making them an important part of the technology infrastructure behind modern online services.

Some changes will require legislation.

Not everything announced on Sept. 18 takes effect immediately.

Executive Order 22 puts several directives into motion, including the restrictions on state-agency nondisclosure agreements, development of community-engagement tools, expedited noise regulations and a review of backup-generation operations.

Virginia’s General Assembly is also considering other elements of the framework during its 2027 legislative session.

Virginia Mercury reported that the package does not include a moratorium on new data-center development, despite calls from some environmental and community groups for such a pause.

That distinction is important: the state has announced a regulatory framework, but parts of the proposal still have to go through the legislative process.

What it could mean for Virginia communities

For residents living near existing or proposed data centers, practical questions likely include electricity, water, noise, land use, and how much say local communities have over future projects.

The framework would give local governments a greater role in approving large facilities while also changing how developers interact with state agencies and utilities. It would also establish additional standards around environmental impacts and energy use.

At the same time, the framework is part of a larger debate over how Virginia should accommodate continued demand for computing infrastructure while addressing the costs and effects associated with that growth.

For now, the Sept. 18 announcement marks the beginning of that process rather than its outcome.
The immediate executive actions are moving forward, while several of the broader proposals will be considered during the 2027 legislative session. That means Virginia residents, local governments, utilities, and data-center developers will have more opportunities to shape what the state’s rules ultimately look like.

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