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.
What the new framework would change

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.
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.
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.
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.
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.
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?
Some changes will require legislation.
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 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.
What it could mean for Virginia communities
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.
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