Broadcom arranges $63 billion financing for Anthropic's AI chips

Broadcom, the US chipmaker, has arranged a $63 billion financing package with Bank of America, Blackstone, Citigroup and Morgan Stanley to pay for artificial intelligence chips for Anthropic, the developer of the Claude AI models, according to reports published on October 27, 2026. Under the structure, a newly created special purpose vehicle will buy the chips and lease them to Anthropic, rather than Anthropic buying them outright. Broadcom is also supporting part of the financing by guaranteeing some of the chips' future value. Banks plan to sell up to about $21 billion of high-grade bonds, likely early next year, to fund part of the package. Broadcom's shares rose about 4 per cent on October 27, according to market data.

Building and running frontier AI models requires enormous numbers of specialised chips, and the bills now run into tens of billions of dollars. Even fast-growing AI companies cannot pay for all of that from revenue or equity alone. This deal shows the industry borrowing techniques from other capital-heavy businesses, such as aircraft leasing, where a separate company owns the expensive equipment and the user pays rent over time.

For Anthropic, leasing spreads the cost of computing over several years and keeps a huge purchase off its own balance sheet in one go. The timing is notable: Anthropic has filed to go public, and its filing showed $16.3 billion of revenue in the first half alongside a large net loss, much of it from non-cash accounting charges. Investors in an IPO will be watching how the company pays for the computing power its growth depends on.

For Broadcom, the arrangement secures a giant order for its chips while sharing the financial risk with banks and investors. By guaranteeing part of the chips' future value, Broadcom takes on some risk that the hardware will be worth less than expected when the lease ends, a real concern in a field where new chip generations arrive quickly.

The deal also says something about the wider AI boom. Large financial institutions are willing to commit tens of billions of dollars on the expectation that AI demand will keep growing, and bond investors will be asked to buy into that view. If demand slows, structures like this one would be tested. For India, where data centre investment is rising quickly and companies are seeking ways to fund AI computing, the model offers a template for financing expensive hardware without paying the full price up front.

Short-term: Banks will prepare bond sales to fund part of the package, and Broadcom gains a large, financed order. The deal may encourage other AI developers to seek similar arrangements.

Long-term: If leasing becomes standard for AI hardware, it could speed up the build-out of AI computing but also spread exposure to the AI industry's fortunes across banks and bond markets.

Who is affected: Anthropic and its future shareholders, Broadcom and its investors, the four financial firms and bond buyers, rival AI companies seeking computing power, and data centre developers worldwide.

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