Google has restructured the financing behind its massive artificial intelligence infrastructure buildout for Anthropic, shifting tens of billions of dollars in chip-related financial exposure off its own balance sheet through an intricate network of financing partners. Instead of directly owning and financing the AI hardware it supplies to Anthropic, Google has created a capital-efficient structure involving Broadcom, Apollo Global Management, Blackstone, Morgan Stanley, and a special-purpose financing vehicle (SPV). The arrangement allows Google to continue scaling AI infrastructure while limiting the accounting impact of one of the industry’s largest hardware deployment programs.
The financing structure underpins approximately $200 billion in contracts supporting Anthropic’s AI expansion. Around $150 billion is tied to Google’s Tensor Processing Units (TPUs), which are manufactured with Broadcom and deployed in Anthropic’s AI data centers. Rather than holding these chips on its balance sheet, Google sells them to Broadcom, which transfers them into a financing vehicle funded by private credit investors that leases the hardware back to Anthropic.
How Google Reduced Its Balance Sheet Risk
Instead of financing AI chips directly, Google adopted a structure similar to aircraft financing used by companies such as Boeing.
The process works as follows:
- Google manufactures AI TPUs with Broadcom.
- Broadcom purchases the chips from Google.
- A special-purpose vehicle (Compute SPV) acquires the hardware.
- Apollo, Blackstone, and other investors provide debt financing.
- The SPV leases the AI hardware to Anthropic.
This allows Google to receive payment upfront while transferring much of the hardware ownership and financing risk to external investors.
Financing Structure
| Participant | Role |
|---|---|
| Develops and supplies TPU systems | |
| Broadcom | Purchases hardware and provides residual value support |
| Compute SPV | Owns the AI hardware and leases it |
| Apollo & Blackstone | Provide private-credit financing |
| Anthropic | Leases and operates the AI infrastructure |
Why Google Needed a New Financing Model
AI infrastructure has become extraordinarily expensive.
Google is simultaneously investing in:
- AI chips.
- Hyperscale data centers.
- Cloud infrastructure.
- Power generation capacity.
- AI model development.
Keeping hundreds of billions of dollars in AI hardware on its balance sheet would significantly increase capital requirements. By shifting ownership to outside investors, Google can continue expanding AI infrastructure while preserving financial flexibility.
According to the Financial Times, Google’s maximum exposure through lease guarantees is about $44 billion, yet only $815 million is currently reflected as a balance-sheet liability because of the financing structure.
Why the Structure Matters
| Benefit | Impact |
|---|---|
| Lower balance-sheet exposure | Frees capital for additional AI investment |
| Access to private credit | Enables faster infrastructure deployment |
| Risk sharing | Distributes financial exposure across multiple firms |
| Faster scaling | Supports Anthropic’s rapid compute expansion |
Broadcom Plays a Critical Role
Broadcom is more than a manufacturing partner.
Its responsibilities include:
- Purchasing TPU hardware from Google.
- Providing residual value support that protects senior lenders if Anthropic defaults.
- Helping finance future generations of AI hardware.
According to reports, Broadcom has committed approximately $128 billion in TPU purchase commitments through 2028, highlighting the enormous scale of the partnership.
Private Credit Emerges as AI’s New Funding Engine
One of the most notable aspects of the arrangement is the growing role of private credit firms in financing AI infrastructure.
Apollo and Blackstone have become key lenders for AI hardware purchases through structured financing vehicles rather than traditional corporate borrowing.
The model resembles financing used in industries such as aviation and energy, where expensive assets are owned by investors and leased to operators instead of being purchased outright.
The Biggest Remaining Risk
The financing structure echoes other efforts to manage AI infrastructure exposure, including banks looking to offload $15 billion in AI data centre debt backed by Google and Anthropic.
Although Google has shifted much of the hardware financing off its balance sheet, the structure still depends heavily on Anthropic.
If Anthropic were unable to meet its lease obligations:
- The SPV could face repayment difficulties.
- Broadcom’s residual guarantees could be triggered.
- Google could ultimately face obligations through its lease guarantees on supporting data centers.
Industry analysts note that the entire financing ecosystem is concentrated around the continued rapid growth of frontier AI demand.
Looking Ahead
The arrangement comes as chip supply chains face broader geopolitical scrutiny, with Anthropic urging tougher rules on China chip export bans.
Google’s financing strategy represents one of the most sophisticated examples of how AI infrastructure is being funded at unprecedented scale. By combining semiconductor suppliers, private-credit investors, investment banks, and special-purpose financing vehicles, the company has created a capital-efficient model that supports roughly $200 billion in AI infrastructure while keeping much of the associated hardware risk off its own balance sheet. The approach allows Google to accelerate TPU deployment for Anthropic without tying up enormous amounts of capital in owned equipment.
Looking ahead, similar financing structures could become increasingly common as the AI industry continues its rapid expansion. With hyperscalers investing hundreds of billions of dollars in chips, power, and data centers, partnerships between technology companies, semiconductor manufacturers, and private-credit firms may reshape how large-scale AI infrastructure is financed. While the model improves capital efficiency, its long-term success will depend on sustained demand for AI computing and the financial strength of companies like Anthropic that sit at the center of these complex funding arrangements
Frequently Asked Questions
What did Google do with its Anthropic AI chip financing?
Google restructured the financing behind its AI infrastructure buildout for Anthropic, shifting tens of billions of dollars in chip-related financial exposure off its own balance sheet through a network of financing partners.
Who are the financing partners involved in the deal?
The structure involves Broadcom, Apollo Global Management, Blackstone, Morgan Stanley, and a special-purpose financing vehicle (SPV).
Why did Google create this financing structure for Anthropic?
It lets Google continue scaling AI infrastructure for Anthropic while limiting the accounting impact of one of the industry’s largest hardware deployment programs.
Get the day’s top stories in your inbox
One concise email. No spam, unsubscribe anytime.
