A year into construction on its largest AI training facility, Meta's Richland Parish Data Center has already funneled $875 million to Louisiana businesses—a tangible reminder that mega-projects don't have to extract value from communities. They can build it there instead.
The Hyperion cluster, once complete, will be Meta's biggest multi-gigawatt AI training center. But what's happening right now, during construction, matters more to the people living in Northeast Louisiana. Three general contractors—Turner, DPR, and Mortensen—have hired 3,700 construction workers so far, with plans to reach 5,000 by mid-2026. More than 160 Louisiana businesses have won contracts for everything from electrical work to paving to daily meals on site. Eighty-four percent of those businesses are local to the region.
"Meta's decision to invest here has done more than bring a world-class project to Louisiana—it is activating entire ecosystems," Louisiana Economic Development Secretary Susan Bourgeois said. That's the kind of language that usually means nothing. In this case, it seems to mean something: local contractors and tech firms are expanding their teams to handle the work. The project is creating capacity that didn't exist before.
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Start Your News DetoxEnergy and water: the harder conversation
Large data centers are power-hungry. Meta's Richland Parish facility will be no exception. The company worked with Entergy, the local utility, on a deal that's worth paying attention to. Meta will pay for the energy it uses and the grid upgrades it requires—meaning other customers' electricity bills don't subsidize the data center. The math gets interesting: Entergy projects this arrangement will save customers about $650 million over 15 years by cutting grid upgrade costs and storm charges by roughly 10 percent. Meta is also putting $15 million into Entergy's customer assistance program for low-income households.
On water, Meta committed to returning 100 percent of what the data center consumes back to local watersheds through restoration projects. They've partnered with Resource Environmental Solutions and Ducks Unlimited to restore degraded wetlands and improve water quality across five projects. It's not offsetting the consumption—it's a different approach entirely, focused on ecosystem health.
Beyond the construction site
Meta is investing more than $300 million in local infrastructure improvements: roads, water systems, wastewater treatment. Another $300,000 is going to the Richland Revitalization Board to support public parks and restoration projects in Rayville, Delhi, and Mangham.
The company is also funding senior services, veteran cemetery upgrades, a robotics program at Delhi Charter School, and mixed reality workforce training in the school district. A community grant program launches in spring 2026.
Once the data center is operational, it will support more than 500 permanent jobs—electricians, HVAC specialists, network technicians, engineers. The question now is whether the local workforce pipeline is ready. Meta seems to be betting it will be, and investing accordingly.
