Key Takeaways

  • Applied Digital began construction on the Delta Forge 1 Data Center in Boyce, a multi-billion-dollar AI facility expected to generate more than 1,000 construction jobs and 200 direct permanent roles.
  • Louisiana officials are positioning Delta Forge 1 alongside Meta's separate $10 billion data-center investment as part of a broader regional AI-infrastructure strategy.
  • Local tax agreements, energy commitments, and minimal-water cooling systems shape the long-term operational model of the new campus.

The momentum around large data-center projects in Louisiana continues to build as Applied Digital moves its initiative forward. The company confirmed the groundbreaking for the Delta Forge 1 Data Center in Boyce after two years of planning. State leadership emphasized the importance of the project, noting that Central and North Louisiana have long sought economic developments of this magnitude.

The site sits on nearly 300 acres near I-49 and includes two initial buildings. Louisiana Economic Development estimated that construction will employ about 1,000 workers, while the operating footprint will include 200 direct jobs paying around $90,000 a year. Another 218 indirect jobs are projected. Applied Digital reported that annual payroll is expected to reach about $32.67 million. The company owns an additional 372 acres nearby, though specific plans for that parcel remain undisclosed.

This development aligns with a broader state strategy. Earlier state announcements confirmed that Meta is anchoring a separate AI-optimized data-center complex in Northeast Louisiana. According to the Office of the Governor, the Meta investment represents a $10 billion commitment—the largest private capital project in Louisiana to date—featuring a 4 million-square-foot campus across 2,250 acres in Richland Parish. State officials also highlighted Louisiana's data-center incentive program, which outlines the tax-exemption structure behind these deals through Opportunity Louisiana, including a 20-year sales and use tax exemption with a 10-year renewal option.

Organizations like McKinsey have noted rising demand for specialized infrastructure roles as AI workloads scale. The Louisiana data-center projects reflect this regional labor dynamic, requiring the state's workforce to adapt to the specialized requirements of high-density AI environments.

Under its financial agreements, Applied Digital committed to multiple long-term payouts. These include $77 million to the Rapides Parish Government, a cumulative $206.2 million to the Rapides Parish School System through annual payments of $7.6 million, $575.5 million to ten Rapides Parish taxing bodies, and $88.1 million to the Rapides Parish Sheriff's Office over the term of a 27-year agreement. The campus is structured under a 15-year initial lease with three potential five-year renewals.

Power consumption for the facility is expected to reach 300 megawatts, an amount approaching the output of Oxbow Solar, Louisiana's largest solar farm. Cleco, the utility provider, will manage the full load. Addressing concerns about potential residential rate hikes, the utility provider's CEO stated that residential rates should not increase, arguing that a broader commercial customer base distributes infrastructure costs. However, evaluating whether standard cost distribution models apply to high-intensity AI campuses remains an ongoing requirement for the energy sector.

Applied Digital's leadership pointed to prior operations in North Dakota, reporting that residential electricity rates decreased around one of its other data centers. Concurrently, analysts at firms like Gartner tracking how energy markets respond to growing AI demand suggest that local energy economics shift depending on regional grid stress points once multi-hundred-megawatt facilities come online.

To manage water use, Applied Digital plans to implement a closed-loop cooling process designed to minimize consumption. The organization reported that one of its existing data centers uses roughly the same amount of water as a standard single-family home. Water requirements for AI facilities remain highly scrutinized in regions facing municipal system pressure. Research from IDC indicates that cooling strategies are becoming a primary differentiator in site selection, making Louisiana's access to land and industrial infrastructure a central factor for these deployments.

Securing large AI campuses requires stringent compliance frameworks to mitigate targeted cyber risks. Data center operators increasingly align with NIST recommendations to structure controls around both infrastructure and AI-system vulnerabilities. State documentation regarding Meta's forthcoming site emphasized strict alignment with NIST guidance and ISO/IEC 27001 standards, establishing the state's intent to host enterprise-grade assets over short-cycle compute hubs.

The governor described these data center projects as direct financial injections for the power grid, stating that the facilities will not raise utility bills because the companies operate off the meter and fund their own infrastructure upgrades. As AI compute demand accelerates, maintaining grid resilience remains an operational focus across multiple states.

With Meta's $10 billion project in the northeast and Applied Digital's multi-billion-dollar campus in the central region, Louisiana is executing a coordinated statewide strategy to secure a position in the expanding geography of AI infrastructure. The scale of these dual financial and operational commitments marks a definitive shift in the region's technological and economic development.