Meta Has Been Looking to Expand Its AI Capabilities. It Has Now Announced Plans on Invest $50 Billion on a New Data Center.
Meta is dramatically expanding its largest artificial intelligence infrastructure project, increasing the planned investment in its Hyperion data center in rural Louisiana to more than $50 billion as the company races to build the computing power needed for its AI ambitions.
The social media giant announced Monday that its Hyperion campus in Richland Parish will grow into a 5 gigawatt (GW) AI data center, more than doubling the original 2 GW plan unveiled last year. The revised price tag also far exceeds previous estimates, rising from the $27 billion announced in October to more than $50 billion.
The expansion reflects the escalating competition among the world’s largest technology companies to secure AI computing capacity. Meta, Microsoft, Alphabet and Amazon have collectively committed hundreds of billions of dollars to build the infrastructure required to train and deploy increasingly sophisticated artificial intelligence models.
Meta’s latest announcement comes after a strong week on Wall Street, where the company’s shares climbed following the release of two major AI models developed under the leadership of Meta Superintelligence Labs chief Alexandr Wang. Investors have increasingly focused on whether Meta’s enormous AI spending will translate into long-term financial returns.
The Louisiana project has become the centerpiece of Meta’s AI infrastructure strategy. Chief Executive Mark Zuckerberg previously described Hyperion as a supercluster capable of scaling to 5 GW over several years, giving Meta what he called industry-leading computing capacity for AI research.
Unlike conventional data centers that primarily support cloud storage and internet services, AI superclusters are filled with thousands of graphics processing units (GPUs) and specialized hardware designed to train and run advanced artificial intelligence systems.
Meta said construction began in December 2024 and has already generated significant economic activity across Louisiana. According to the company, local businesses have secured more than $1.6 billion in contracts tied to the project.
The company also pledged to invest more than $1 billion in infrastructure improvements surrounding the facility, including upgrades to roads, water systems and wastewater infrastructure.
Meta emphasized that it will bear the operational costs associated with the project. “The company pays the full costs of the energy, water, and related infrastructure the data center uses so consumers aren’t paying the cost,” Meta said in a blog post announcing the expansion.
Louisiana’s aggressive tax incentives played a major role in attracting the project. In late 2024, Republican Gov. Jeff Landry signed legislation granting a 20-year sales tax exemption for qualifying data centers built before 2029.
Landry has argued that the tax breaks ultimately generate a positive return through economic activity. “I’m a business guy,” Landry told CNBC last year. “What we know is when you look at the overall comprehensive package here, it’s in the black. For local government, and the state, and how you get to the bottom line is irrespective to me.”
The project has steadily grown since it was first announced. Initial estimates placed the cost at approximately $10 billion before Meta expanded its ambitions. In October 2025, the company partnered with Blue Owl Capital to help finance and manage the original $27 billion build-out. Meta did not announce a new financial partner alongside Monday’s expansion.
Despite the larger investment, the full timeline remains uncertain. A Meta spokesperson told CNBC the company expects the Hyperion campus to reach 2 GW of computing capacity by 2030 but has not established a completion date for the full 5 GW project.
