Virginia governor Spanberger orders AI task force and curbs on data centers
Virginia Gov. Abigail Spanberger signed Executive Order 22, a set of measures aimed at data centers and AI risk in a state that hosts the largest concentration of data centers in the world. The order bans executive branch officials from signing nondisclosure agreements for data center projects, requires expedited noise regulations, and requires a review of the backup-generation operations data centers rely on, among other requirements. It also establishes an AI task force charged with evaluating how the state government can address risks to Virginians such as workforce displacement and data privacy issues, and with determining how existing law can be applied to AI-related harms.
Alongside the executive order, Spanberger unveiled a separate "Data Center Accountability Framework" laying out further priorities: eliminating "by-right approval," the kind of standing permission that let developers build on certain land in Loudoun County for years without additional approvals; removing some state subsidies for data centers; establishing environmental guardrails; and safeguarding residents against the rising energy prices associated with data center growth.
The move lands the same week other states moved on similar ground. California Gov. Gavin Newsom issued his own executive order convening experts to tackle AI safety issues, and New York's Kathy Hochul and Texas's Greg Abbott have each already taken executive action to slow rapid data center development. The pattern reads as states filling a vacuum left by a slow-moving Congress and a White House under Donald Trump that has resisted sweeping federal rules on AI and data centers.
Reaction was mixed. A press release accompanying Spanberger's actions carried praise from several environmental groups, but others wanted more. Chris Miller, president of the Piedmont Environmental Council, a nonprofit that has pushed for a moratorium on new data center development, said the framework "largely addresses standards on new data centers and does not deal with what's already built and in the pipeline, along with the ongoing impacts piling up in communities now."
Key facts
- Virginia Gov. Abigail Spanberger signed Executive Order 22, restricting data center approvals and creating a state AI task force.
- The order bans NDAs on data center projects for executive branch officials, speeds up noise regulations, and mandates a review of backup-generation operations.
- A companion "Data Center Accountability Framework" targets ending by-right approval, cutting state subsidies, adding environmental guardrails, and protecting residents from rising energy prices.
- California, New York and Texas governors have taken similar executive action on data centers and AI as federal action has stalled.
- Piedmont Environmental Council president Chris Miller said the framework leaves existing and in-pipeline data centers unaddressed.
Why it matters
Virginia is described as home to the largest concentration of data centers anywhere, so a governor moving to slow approvals and add oversight there sets a marker for the entire industry, not just one state. Executive Order 22 also creates a dedicated state AI task force tasked with figuring out how existing law applies to AI harms like workforce displacement and data privacy, ahead of any comprehensive federal framework.
Who it affects
Data center developers operating or planning projects in Virginia face new noise rules, a ban on NDAs with executive branch officials, and a review of backup power operations. Virginia residents living near data centers are the intended beneficiaries of the accountability framework's provisions on energy prices and environmental guardrails. The order also affects other states watching the pattern: California, New York and Texas have already taken their own executive action on data centers, and Virginia's move adds to that list.
How to use it
There is no consumer-facing product or service here. For anyone tracking data center siting or AI policy, the relevant document is Executive Order 22 itself and the accompanying Data Center Accountability Framework, which spells out the by-right approval changes, subsidy cuts and environmental guardrails Virginia intends to pursue.
How solid is it
The order and framework are official state government actions, signed by the governor and covered through a press release with quoted reaction from environmental groups. No calendar date for the signing or effective dates for the provisions are given in the source, and no figures are provided for scope, such as how many data centers or how large an energy price effect is expected.
Risks and caveats
The framework's own critics say it targets standards for new data centers without addressing facilities that are already built or already in the approval pipeline, leaving current community impacts unresolved. The source does not specify whether eliminating by-right approval applies statewide or only in specific jurisdictions beyond the Loudoun County example, so the practical reach of that provision is unclear.
“It largely addresses standards on new data centers and does not deal with what's already built and in the pipeline, along with the ongoing impacts piling up in communities now.”
— Chris Miller, president of the Piedmont Environmental Council