Rep. Suhas Subramanyam's push for federal oversight of data center expansion reveals tensions between national security needs and local costs, as communities hosting the infrastructure powering America's artificial intelligence race absorb expenses while industry reaps rewards.
The Virginia Democrat, who represents "Data Center Alley" in Loudoun County, is highlighting a structural problem: existing rate structures and policy frameworks leave residents and local governments shouldering costs while corporations and state treasuries capture gains.
"The communities are being steamrolled by the industry," Subramanyam told Fox News Digital. "They're not feeling like anyone's listening to them."
Loudoun County's real-property tax rate has dropped from $1.145 per $100 of assessed value in 2016 to $0.805 in 2026, boosted by data center revenue. But Subramanyam and residents question who pays for power infrastructure, water systems and grid upgrades. The answer often comes from residential utility bills — a cost transfer hidden by headline tax cuts.
The data center industry disputes claims that facilities drive higher residential power costs. The Leesburg-based Data Center Coalition cited an analysis by energy consulting firm E3 showing no historical evidence of rate increases under existing structures. But critics argue existing rate structures themselves may be the problem, designed before massive industrial power demands arrived in residential areas.
Subramanyam's Fair Share Act attempts to address this through federal incentives. The proposal would require large power users to cover more of their own infrastructure costs and tie federal funding to state compliance.
"If we say that we're going to take away some of your federal funding if you do this, then it will be a no-brainer," he said.
The broader proposal addresses siting standards, power cost allocation, energy and water measurement protocols, and security frameworks. The approach reflects an understanding that infrastructure policy determines who bears costs and who captures value.
The current system lacks coordination, transparency and enforcement. Virginia, West Virginia and Texas each chart their own course, creating a regulatory landscape where corporations optimize location decisions based on jurisdictional weakness.
West Virginia's microgrid program, designed to attract large data center projects, has drawn criticism for limiting local government powers while offering potential property tax elimination. That amounts to jurisdictional competition where communities offer the most favorable terms to industry, with residents bearing the impact on water tables and electrical grids.
Virginia Gov. Abigail Spanberger's September framework attempts to reclaim ground by shifting more infrastructure costs onto major power users and establishing standards for water use and grid reliability — similar to Subramanyam's federal proposal but operating within state authority.
The tension between national security imperatives and local accountability remains unresolved. Washington needs the infrastructure to compete with China on artificial intelligence and advanced computing. But the current approach asks communities to absorb costs while industry pockets profit and government claims the national security victory.
Subramanyam's argument that Congress must intervene because localities cannot absorb the burden alone is revealing. When infrastructure serves a declared national security priority, the burden-sharing calculus changes, requiring federal accountability.
Mounting local backlash will ultimately obstruct buildout unless residents perceive the arrangement as legitimate. That legitimacy requires transparent accounting of who pays what and enforceable mechanisms ensuring major beneficiaries shoulder proportional burdens.
What's missing from current policy is a clear answer to a simple question: when a data center arrives in your neighborhood to serve national AI ambitions, what exactly do you owe it, and what does it owe you? Until that gets answered through policy rather than industry lobbying and jurisdictional competition, communities will experience data center expansion as something that happens to them, not something they shape.
