Morgan Stanley Leads $15 Billion Financing for Anthropic AI Campus in Texas

Nexus Data Centers is in advanced negotiations to secure $15 billion in financing for a massive AI data center campus in Hubbard, Texas, designed for Anthropic. The financing effort is being led by Morgan Stanley, marking one of the largest infrastructure plays for a frontier AI lab to date.

The funding is structured as a $14 billion bridge loan paired with a revolving credit facility. To facilitate the deal, Google is backstopping Anthropic's obligations, using its investment-grade credit rating to guarantee four data-center leases and associated power-purchase agreements. In exchange for this credit support, Google is expected to receive an equity stake of approximately 20% in the data-center and power project.

Energy and Infrastructure

To meet the immense power demands of frontier AI, the Hubbard campus will feature an on-site natural-gas plant with 1.6 gigawatts of generating capacity. This integration of dedicated power generation reflects a growing trend among hyperscalers to secure energy independence. The project follows a similar pattern to other massive regional build-outs, such as the $14 billion Meta-BlackRock venture in El Paso.

Strategic Interdependence

This arrangement underscores the deep strategic interdependence between Anthropic and Google. Beyond providing the creditworthiness necessary to secure the loan, Google is also providing the hardware; Anthropic will deploy tensor processing units (TPUs) co-developed by Google and Broadcom. This follows a broader $40 billion investment agreement between the two companies and other 2026 infrastructure partnerships Anthropic has pursued with firms like AMD and SpaceX.

Industry Implications

The scale of the $15 billion financing and the inclusion of a 1.6 GW power plant highlight the extreme capital and energy requirements necessary to sustain the next generation of AI models. As AI labs move toward "gigawatt-scale" computing, the ability to leverage the balance sheets of tech giants like Google becomes a critical prerequisite for physical expansion.

What's Next

While the financing talks are advanced, the final closing of the loan and the exact timeline for the Hubbard campus construction remain to be seen. Observers will be watching to see if other AI labs adopt similar credit-backstopping models to fund their own infrastructure needs.