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The $100 Billion Bet: How a Former Nuclear Site Became AI's New Power Hub

NextEra Energy and Brookfield Asset Management announced plans to develop a massive AI data center complex at a former uranium-enrichment facility in western Kentucky, representing the largest investment in the state's history. The project, unveiled by the Department of Energy on July 29, 2026, will transform the 3,556-acre Paducah Site into what's being called the Paducah American Energy Hub, with potential private investment exceeding $100 billion.

The scale of this undertaking is difficult to overstate. When fully operational, the campus will support as much as 1.8 gigawatts of utility capacity and more than 1.2 gigawatts of computing capacity. To put that in perspective, that's enough electricity to power roughly 1.4 million homes. NextEra will build and operate up to 2 gigawatts of natural-gas-fired generation and as much as 2.6 gigawatts of battery energy storage at or near the site, while Brookfield will lease the federal land and develop the data center operations.

Why Is This Project Different From Other Data Center Developments?

The Paducah project represents a fundamentally new approach to solving the power crisis facing AI infrastructure. Rather than building data centers and hoping the regional grid can keep up, this partnership brings its own power generation to the table. The proposed 4.6 gigawatts of energy resources actually exceeds the campus's planned utility capacity, potentially allowing surplus electricity to flow onto the regional grid and benefit the broader community.

This structure is being promoted as a test of the Trump administration's Ratepayer Protection Pledge, which requires technology companies to cover the power infrastructure costs for data centers rather than shifting those expenses to existing electricity customers.

"The data center will bring its own power, pay for its own power infrastructure and create good-paying jobs for local workers," said John Ketchum, Chief Executive Officer at NextEra Energy.

John Ketchum, Chief Executive Officer, NextEra Energy

The project's timeline is aggressive but realistic. Initial operations are expected to begin in 2028, with full construction targeted for completion by 2031 or 2032. The companies have not yet identified specific data center tenants or disclosed how much investment has been contractually committed, indicating the project remains in early stages despite the ambitious announcements.

What Makes the Paducah Site Attractive for This Massive Development?

The Paducah facility's existing infrastructure provides significant advantages over building a similarly sized campus on undeveloped land. The site began operating in the 1950s as a uranium-enrichment facility for the U.S. nuclear weapons program and later for commercial reactor fuel. Although enrichment operations ended in 2013, the property retains critical assets that accelerate development timelines.

  • Transmission Connections: Existing power infrastructure and grid connections reduce the need for extensive new transmission buildout.
  • Water Access: Established water systems support the cooling requirements of large data center operations.
  • Transportation and Fiber: Roads, rail access, and fiber optic connections already in place lower infrastructure costs and deployment time.
  • Industrial Land: 3,556 acres of federally owned property provides ample space for phased expansion without land acquisition complications.

The Department of Energy solicited proposals for data centers and related power projects at Paducah in November 2025 as part of a broader effort to reuse former federal energy sites. The solicitation required developers to finance, operate, and eventually decommission their projects while securing necessary interconnections and permits, ensuring the burden falls on private investment rather than taxpayers.

How Will This Project Impact Kentucky's Economy and Energy Landscape?

The economic impact projections are substantial. The coalition expects the project to create approximately 8,000 construction jobs during the development phase and 600 permanent operations positions once fully operational. For a region like western Kentucky, these figures represent transformative economic opportunity, though they depend on the project reaching full buildout.

State and local officials have responded with cautious optimism, though some have raised important questions. State Senator Danny Carroll emphasized the project's alignment with Kentucky's energy future and the Ratepayer Protection Pledge.

"This is an extraordinary announcement for Paducah and western Kentucky. An investment of this size would put thousands of people to work, strengthen our economy and build on Paducah's historic role in meeting America's energy and national security needs," stated Danny Carroll, State Senator.

Danny Carroll, State Senator, Kentucky

However, Governor Andy Beshear's office indicated the state had not been briefed by the companies or agencies involved and raised concerns about power supply, environmental impact, job quality, and whether the project would provide fair tax compensation to the community. The power-service agreement involving Big Rivers Electric Power Corp. and Jackson Purchase Energy Cooperative will require approval from the Kentucky Public Service Commission, adding another layer of regulatory review.

What Does This Mean for the Broader AI Infrastructure Boom?

The Paducah project reflects an emerging model where hyperscalers and data center developers take direct responsibility for power generation rather than relying on existing grids. This approach addresses growing concern that large computing campuses could strain regional electricity systems and raise power bills for households and smaller businesses. By bringing dedicated generation capacity, the Paducah campus aims to demonstrate that AI infrastructure growth and grid stability are not mutually exclusive.

Brookfield CEO Bruce Flatt described Paducah as the starting point for the firm's plan to invest $100 billion in AI infrastructure globally. The announcement did not provide a breakdown of spending between buildings, servers, generation, storage, and transmission, nor did it disclose the expected ownership or financing structure for the computing equipment, leaving room for future announcements and partnerships.

For NextEra, the Paducah selection expands its strategic push into power projects tied to AI demand. The company has also pursued large natural-gas developments intended to supply data center campuses in Texas and Pennsylvania, alongside its existing renewable-energy, battery-storage, and regulated utility businesses. This diversification reflects confidence that AI infrastructure will remain a major driver of electricity demand for years to come.

Steps to Monitor This Project's Development

  • Track Regulatory Approvals: Watch for Kentucky Public Service Commission decisions on the power-service agreements with Big Rivers Electric and Jackson Purchase Energy Cooperative, which will determine the project's viability.
  • Follow Tenant Announcements: Major data center operators and AI companies will likely announce partnerships or leases at Paducah; these announcements will signal real market demand and investment commitment.
  • Monitor Environmental Reviews: The Paducah Site has a long-running environmental cleanup history; ensure that new development plans address legacy contamination and environmental concerns raised by state officials.
  • Assess Job Creation Timelines: Compare actual hiring and construction schedules against the projected 8,000 construction jobs and 600 permanent positions to evaluate economic impact claims.

The Paducah American Energy Hub represents a critical test case for how the U.S. can scale AI infrastructure without overburdening regional power grids or shifting costs to existing ratepayers. If successful, the model could be replicated at other former federal energy sites, reshaping how hyperscalers approach data center development across the country.