Google establishes $200 billion AI chip financing network to secure GPU and accelerator supply capacity

Google has established a $200 billion infrastructure financing network in partnership with multiple firms to supply its Tensor Processing Unit (TPU) chips to the market. The Financial Times reported that this financing structure represents "the largest ever in the field of infrastructure financing."

The arrangement originated from Google's agreement to supply TPUs to Anthropic on a substantial scale. As a startup racing to develop advanced AI capabilities against competitors like OpenAI, Anthropic required vast quantities of chips and data center capacity. However, lacking an established credit rating, the company faced challenges securing infrastructure financing independently. Google responded by structuring a deal that combines TPU supply with direct investment in data center construction, which Google then leases to Anthropic.

The financing network involves several key participants. Broadcom, which co-developed the TPU, facilitates chip procurement, while private equity firms Apollo and Blackstone provide funding for data center construction through private credit facilities. Approximately 80 percent of the $200 billion total contract value is tied to TPU purchases.

To distribute the burden of large-scale chip procurement, the participating companies created a special purpose vehicle (SPV) called Compute. Last month, Compute purchased an initial batch of one million TPUs from Google and Broadcom for $35 billion, with financing from Apollo and Blackstone loans. Broadcom agreed to provide a "residual value guarantee," committing to cover losses if Anthropic defaults on lease payments or if debt cannot be recovered through hardware collateral sales.

Power availability has emerged as a critical component. Since AI computing facilities consume enormous quantities of electricity, securing adequate power supply is essential. Cryptocurrency mining companies have become significant participants, leveraging their existing power infrastructure. These firms have transitioned into "AI infrastructure builders," undertaking data center construction and power procurement while receiving Google payment guarantees (backstops) in return. TeraWulf, for example, expanded an Anthropic data center in New York state and received a Google stock option for a potential equity stake in exchange for the payment guarantee. Other mining companies partnering with Google include Cipher Digital and Hut 8.

Nvidia, Google's primary competitor, is similarly employing this complex infrastructure financing approach to attract customers. Industry observers expect the competition for leadership between the two companies to intensify as AI chips assume a larger share of the global economy, with both companies expanding their infrastructure financing activities.

Critics, however, warn that such arrangements heighten risks of "circular financing"—a structure in which a manufacturer becomes deeply embedded in customer debt relationships using its own capital. This carries the risk that sudden market disruptions, such as an economic downturn, could trigger cascading defaults across the industry.

The Financial Times cautioned that while Google currently maintains solid creditworthiness and liquidity as a safety net, the concentration of hundreds of billions of won in contracts with a single customer—Anthropic—poses a potentially fatal risk. The publication noted that if Anthropic encounters unexpected business difficulties, the entire financial ecosystem Google has constructed could face a funding crisis and substantial losses.