Tech companies, including Meta and xAI, are using SPVs to raise tens of billions for AI data centers, letting them keep the debt off their balance sheets
Just this month, Meta Platforms Inc. has secured about $60 billion in capital to build data centers, part of its spending to get ahead in the artificial intelligence race.
Context & Ripple Effects
Meta's AI buildout had already been framed as unusually capital-intensive, with reporting on a potential data-center campus costing more than $200 billion. SPVs add a financing route that separates project borrowing from the companies' reported balance-sheet debt.
Later coverage shows the approach extending beyond a single company: Oracle's use of SPVs to move data-center debt off balance sheet places Meta and xAI within a broader infrastructure-finance playbook. Meta's subsequent exploration of a large stock offering for AI capital spending also suggests that project finance is one component of a wider funding mix.
First-order effects
- Meta, xAI and other operators can secure dedicated capital for AI data-center construction while limiting how much related borrowing sits directly on their balance sheets.
- Investors and lenders must assess both corporate debt and obligations embedded in SPVs to understand each company's full exposure to AI infrastructure spending.
Second-order effects
- SPVs can widen the pool of capital available for data centers by giving lenders and investors a claim tied to specific projects rather than only to the parent company.
- As peers adopt similar structures, competition for financing, power-backed sites and construction capacity can become less constrained by each operator's conventional balance-sheet capacity.
Third-order effects
- AI infrastructure may increasingly be funded as project finance: compute facilities become discrete, financeable assets rather than solely internal corporate capex.
- If off-balance-sheet funding becomes standard, scrutiny is likely to shift toward the transparency, risk allocation and revenue assumptions supporting these vehicles.
The trend: The AI buildout is pushing large technology companies toward increasingly financialized, project-level funding structures for compute infrastructure.