Virginia Tightens Data Centre Rules Amid AI Power Demand

Virginia is tightening controls on data centres as rapid growth in artificial intelligence infrastructure increases pressure on electricity supplies, local communities and environmental regulators.

Governor Abigail Spanberger announced a new Data Center Accountability Framework on Friday, alongside an executive order that immediately puts several measures into effect. The package includes stronger permitting rules, greater transparency around proposed projects, environmental requirements and measures aimed at limiting the impact of data centre electricity demand on other consumers.

Virginia is home to the world’s largest concentration of data centres, making the state a major testing ground for the debate over how much infrastructure should be built to support the expanding AI industry.

Virginia targets data centre secrecy

One of the most visible changes involves non-disclosure agreements.

Under the new framework, Virginia plans to prohibit non-disclosure agreements for data centre projects with a capacity of 25 megawatts or more.

The governor’s office said the policy is intended to give communities greater access to information about major developments and a stronger voice in decisions affecting their areas.

Reuters reported that the framework is partly a response to concerns about secrecy surrounding data centre projects and their effects on electricity bills and the environment.

The transparency provisions are significant because large data centres can require substantial amounts of electricity and infrastructure.

Local residents may therefore be affected not only by the physical construction of a facility but also by the transmission infrastructure, power generation and road development required to support it.

More scrutiny for new projects

Virginia is also moving away from automatic or simplified approvals for some data centre developments.

The governor’s framework proposes stronger local review and changes to the way projects receive approval.

According to the governor’s announcement, the framework is designed to give local communities more information and a greater role in the approval process.

Some of these changes will require legislative action before they become fully effective.

Reuters reported that part of the framework will require approval from Virginia lawmakers in 2027.

This means the package combines measures that can be implemented through executive authority with proposals that still depend on legislation.

Clean energy becomes a bigger part of the plan

Energy use is at the centre of the data centre debate.

Virginia’s framework proposes incentives for data centres to use renewable energy sources such as solar and wind for backup generation instead of relying on natural gas or diesel generators.

The aim is to reduce emissions associated with backup power while encouraging data centre operators to develop cleaner energy arrangements.

The policy does not mean that all Virginia data centres will immediately operate entirely on renewable energy.

Instead, the announced approach combines incentives, environmental requirements and proposed changes to the approval process.

Virginia has already introduced other measures addressing the environmental effects of data centre operations.

Electricity costs are already part of the debate

The state’s new restrictions come after Virginia lawmakers introduced an electricity consumption tax on data centres.

The 2026 Virginia budget provides for a tax of $0.011 per kilowatt-hour of electricity consumed by data centre operators between July 1, 2026 and June 30, 2028.

The measure applies to electricity supplied through utilities as well as qualifying self-generated electricity.

The first collection was scheduled for September 2026, with the initial payment covering electricity use dating back to July 1.

The budget limits the amount of annual revenue from the tax that can go into the state’s general fund to $600 million.

Revenue above that amount is placed into a special fund for refunds to data centre operators based on their share of tax collections.

The structure therefore combines a new charge with a mechanism that can return excess collections to operators.

Why data centre electricity demand matters

Data centres operate large numbers of servers and supporting systems continuously.

Their electricity demand can therefore be substantial, particularly as facilities are built to support artificial intelligence training and inference.

Reuters reported that Virginia’s current policy response is partly driven by concern that energy-intensive data centres could affect power bills and the environment.

The issue is not limited to Virginia.

Across the United States, utilities and policymakers are examining how to expand electricity generation and transmission capacity quickly enough to meet demand from AI infrastructure without shifting excessive costs onto existing customers.

That has created a broader debate about who should pay for new power infrastructure.

Noise is also becoming a regulatory issue

Virginia lawmakers have separately authorised the Department of Environmental Quality to develop data centre noise regulations.

The regulations must be adopted no later than December 31, 2029, according to the budget amendment.

From January 1, 2030, data centres violating the rules could face civil penalties of up to $32,500 per day. Local governments would also retain the ability to adopt stricter noise requirements.

The move addresses one of the more immediate complaints associated with large data centres.

Facilities can operate around the clock, while cooling systems, generators and other equipment can create persistent noise for nearby communities.

Virginia launches an AI task force

The governor’s executive order also creates an AI task force to examine issues associated with artificial intelligence.

The task force is intended to consider areas including workforce impacts, data privacy and the use of existing laws to address potential harms linked to AI.

That expands the administration’s response beyond the physical infrastructure supporting AI.

The policy approach links the growth of data centres with questions about how artificial intelligence itself should be managed.

Data centres remain important to Virginia’s economy

The new restrictions come as data centre investment remains a major part of Virginia’s technology and infrastructure economy.

The state’s position as a major global data centre hub has attracted large technology companies, cloud providers and infrastructure developers.

Data centre projects can generate construction activity, property-tax revenue and other economic benefits.

They can also require significant investments in electricity generation, transmission networks, water systems, roads and other infrastructure.

The policy challenge for state officials is therefore not simply whether data centres should expand.

It is how quickly they should expand, where they should be located, how their infrastructure should be paid for and what environmental standards should apply.

Other US states are also tightening rules

Virginia’s action comes as other US states examine similar concerns.

Reuters reported that governors in New York, Texas and Pennsylvania have also taken steps aimed at controlling or reviewing rapid data centre development.

The responses differ from state to state.

Some governments are focusing on electricity costs, while others are examining environmental effects, local zoning, water consumption, tax incentives or the speed of permitting.

The growing number of state-level initiatives reflects the scale of investment expected to accompany AI development.

AI growth is driving the infrastructure race

The expansion of generative AI has increased demand for computing infrastructure.

AI models require large amounts of computing power during training, while widespread use of AI services requires data centres capable of processing large numbers of requests.

Companies developing AI systems and cloud infrastructure are therefore competing for access to land, electricity and network capacity.

Virginia’s policy response reflects the tension between those investment needs and concerns from communities that host the infrastructure.

The state’s new framework does not stop data centre development.

Instead, it seeks to impose additional conditions and oversight on how future projects are approved and operated.

What happens next?

Several parts of Virginia’s framework can take effect through executive action, while others will require legislative approval.

That means the final shape of the state’s data centre rules could change as lawmakers consider the proposed measures.

The immediate executive order also gives state agencies a role in implementing environmental and transparency measures.

Meanwhile, data centre operators will have to assess how the new rules affect project costs, timelines, energy arrangements and local approvals.

For communities, the changes could provide more information about proposed developments and greater involvement in local decisions.

For Virginia’s technology sector, the rules introduce additional requirements at a time when demand for AI infrastructure is expanding.

The state’s approach will therefore be closely watched by other jurisdictions facing the same question: how can governments accommodate rapid AI infrastructure growth while managing its effects on electricity systems, communities and the environment?

For now, Virginia is moving toward tighter oversight rather than an outright halt to data centre construction.

The next stage will depend on how the governor’s executive measures are implemented and which parts of the broader accountability framework receive legislative approval.