Anthropic’s Texas buildout is drawing $15B debt

How is Anthropic getting a $15 billion Texas data center funded?

Nexus Data Centers is in advanced talks for $15 billion to build Anthropic infrastructure in Texas.

1. The $15 billion loan talks

Morgan Stanley is the lead banker in advanced talks to arrange a $15 billion loan for Nexus Data Centers, according to CNBC’s reporting. The money would fund a large AI infrastructure project tied to Anthropic, making this one of the biggest financing moves in the current wave of data center spending.

The size matters because it shows how expensive model training and inference capacity have become. A single campus can now require financing on the scale once reserved for major industrial or utility projects.

• Lead banker: Morgan Stanley
• Borrower: Nexus Data Centers
• Use: buildout for Anthropic infrastructure

2. The Texas campus in Hubbard

The planned site is a data center campus in Hubbard, Texas, based on a source familiar with the discussions. That location puts the project in a state that has become a frequent destination for power-intensive computing builds, thanks to available land and grid access.

For readers tracking AI infrastructure, the location is as important as the financing. A campus that large needs space, electricity, and a path to scaling quickly, which is why Texas keeps showing up in these deals.

• Location: Hubbard, Texas
• Project type: large AI infrastructure campus
• Developer: Nexus Data Centers

3. Google’s credit support

Google agreed to backstop Anthropic with its investment-grade credit rating, the source said. That kind of support can improve lender confidence, since it signals that a stronger counterparty is standing behind the project’s economics.

Google has been deepening its relationship with Anthropic for years. In April, it agreed to invest up to $40 billion in the AI company, building on earlier investments of $300 million in 2023 and another $2 billion months later.

• April 2026 commitment: up to $40 billion
• 2023 investment: $300 million
• Later follow-on: $2 billion

4. Anthropic’s wider infrastructure push

The Nexus talks are part of a broader sprint to add computing capacity. Anthropic has been signing infrastructure deals across the market this year, including agreements with Advanced Micro Devices, SpaceX, Google, and Broadcom.

That pace suggests the company is trying to secure multiple supply lines at once: chips, power, financing, and physical space. In AI, growth is no longer just about model quality. It is also about who can assemble the hardware and capital fast enough to keep up.

• AMD deal: earlier this month
• SpaceX deal: May
• Google and Broadcom deals: April

5. Why the financing structure matters

This deal shows how AI expansion is being financed through a mix of big-bank lending and corporate backing. The lender gets a project tied to a major AI customer, while the AI company gets the scale it needs without funding every dollar directly from cash on hand.

That structure is becoming familiar across the sector. As demand for compute rises, the winners are often the firms that can combine chip access, credit support, and long-duration capital into one package.

• Banking layer: debt financing
• Corporate layer: Google support
• Operational layer: data center buildout

How to decide

If you want the financing angle, focus on the $15 billion loan talks and Google’s backstop. If you care more about AI capacity, the Hubbard campus and Anthropic’s string of infrastructure deals are the key details.

If you are tracking the broader market, this story is a signal that AI buildouts are moving from software headlines to capital-intensive real estate, power, and lending.