Business

Meta's Louisiana AI Hub Hits $50 Billion

Tech giant expands its Hyperion data centre campus to 5 gigawatts, deepening its bet on artificial intelligence infrastructure in rural Louisiana

By The Veritas Bureau | 16 July 2026 at 2:12 am
Mariia Shalabaieva
Mariia Shalabaieva

Baton Rouge: Meta has doubled its commitment to its project Hyperion, a data centre campus in Richland Parish, Louisiana, to more than 5 gigawatts of compute capacity, from an initial estimate of $10 billion when it started construction in December 2024.

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From Modest Beginnings to a Supercluster

In contrast to the traditional data centres, Hyperion is engineered as an AI “supercluster” with GPUs and dedicated hardware developed specifically for LLMs training.

The company has previously announced it would "be able to scale up to 5GW over several years," and it has now officially announced an expansion strategy, stating, CNBC reports, that the facility will be scaled up to 5GW over "several years.

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Louisiana Gov. Jeff Landry, accompanying Meta's announcement in Baton Rouge, described the project as "a key element of the state's economic future. Landry stated via Louisiana Economic Development that the launching of Meta was the groundwork for what "will be the defining moment in the history of this state, the birthplace of the Big Easy.

Local Economic Community Impact

The company said it has already signed local companies for over $1.6 billion in contracts related to the development since it broke ground. Additionally, Meta has $1 billion more invested in the region to build infrastructure, including roads, water and wastewater systems, and has allocated $5 million for scholarships to Louisiana Delta Community College for training local residents for data centre careers.

The project will provide 7,500 construction-related jobs at full capacity, and will generate an estimated 1,000 operational jobs and 1,900 indirect economic jobs.

By now, the fiscal consequences are already being felt in the small town of 20,000 people in rural Richland Parish.

Teachers and their families benefit from it, and it's making a difference in schools, said Richland Parish School District Superintendent Sheldon Jones, noting that increased tax revenue generated by the project allowed for teacher bonuses this year that exceed $50,000, compared to around $10,000 earlier.

Energy Deals and Environmental Scrutiny

Meta has secured financing for seven combined-cycle natural gas plants, battery storage at three locations, and approximately 240 miles of high-voltage transmission lines, to supply electricity to the expanded campus.

The arrangements will cost the customer base around $2.65 billion and Meta has stated that all the costs for energy and water infrastructure fall on Entergy, not on customers.

Not 100% of the reaction has been favourable. Earlier, environmental group Earthjustice had asked that the financing of the project be investigated, as it would place costs on the energy customer if Meta pulled the plug before Entergy could get its money back.

The Bigger Picture

The expansion, which takes Louisiana to the heart of the global competition between hyperscalers — the tech giants Meta, Microsoft, Google and Amazon — for computing power to support next-generation AI models — increasingly being played out through state tax credits and contracts for long-term energy use — marks a significant milestone for the state.

Bibliography
• CNBC — https://www.cnbc.com/2026/07/13/meta-louisiana-data-center-investment-reaches-50-billion-amid-ai-push.html • Fox Business — https://www.foxbusiness.com/markets/meta-expands-louisiana-data-center-50b-ai-push-boosting-rural-community • Louisiana Economic Development — https://www.opportunitylouisiana.gov/news/meta-commits-more-than-50-billion-for-north-louisiana-project-becoming-one-of-the-largest-data-centers-in-history