Tennessee Data Center Growth Has Sparked Public Concern

Researchers highlighted how intensive water and power usage by major data facilities affect local communities.

Updated on Sept. 28, 2026 in Data Centers

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University researchers are studying the regional impact of large-scale data center resource consumption on water and power infrastructure across Tennessee. AI Illustration. Upload story photo >

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University researchers held a town hall to address the regional impacts of large-scale data centers, including those operated by Meta and xAI. The discussion centered on concerns regarding resource depletion, noise, and rising costs for residents.

Why it matters

The rapid expansion of artificial intelligence infrastructure is forcing local governments to confront trade-offs between economic development and community infrastructure stability. Increased scrutiny follows reports of significant water consumption and utility price hikes in areas surrounding these sites.

AI data centers produce consistent noise levels of 60 to 70 decibels, while open loop water cooling systems consume roughly 80 percent more water than closed loop configurations.

The players

Meta

A social media and technology company that develops AI models and operates massive hyperscale data centers.

xAI

An artificial intelligence company founded by Elon Musk that builds large-scale data center complexes.

The details

Closed loop cooling systems circulate water within the facility and utilize outside air for heat exchange, whereas open loop systems draw fresh water for cooling and release it. Meta operates a 900-acre facility in Gallatin that received $20 million in tax abatements. Near the Tennessee-Mississippi border, xAI maintains a large-scale data center complex that has become a central point for community debates regarding local resource allocation.

Timeline

  1. 2027 is the earliest date for the planned restart of the Memphis gray water facility.

The Tech Race

Communities are shifting away from passive acceptance toward demanding transparent ecological standards for AI infrastructure. This trend places new pressure on developers to align their site footprints with existing municipal utility capacities.

Residents near major data clusters may face continued pressure on utility rates, with bills currently 20 to 30 percent higher than historical averages. The future availability of industrial water services in Memphis remains uncertain until the planned facility upgrades in 2027.

The takeaway

The intensity of data center operations is no longer hidden from the public, leading to increased demands for transparency regarding utility usage. Watch for upcoming local regulatory filings regarding industrial water access in Memphis before the projected 2027 service restoration.

Further reading

Learn more about the infrastructure demands of modern AI at the Data Centers section.

Source note: This article includes information reported by News Channel 5 Nashville (WTVF).

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Should your local government require stricter ecological standards for new data center projects?