Broadcom targets up to $100 billion debt financing to fund AI chip infrastructure for Anthropic

Reviewed byNidhi Govil

7 Sources

Share

Broadcom is negotiating a $70-$100 billion debt deal to finance AI chip infrastructure for companies like Anthropic and OpenAI. The arrangement involves a senior-secured tranche of $45-$70 billion and a junior debt tranche of $30-$35 billion, with Blackstone and Apollo Global Management in talks to participate.

Broadcom pursues historic debt financing for AI chip infrastructure

Broadcom is in advanced talks with lenders to raise between $70 billion and $100 billion in debt financing for an AI chip deal that will support Anthropic and other artificial intelligence companies

1

2

. The chip financing arrangement represents one of the largest debt deals in the technology sector, underscoring the massive capital requirements driving the AI infrastructure buildout. Sources familiar with the matter indicate that Blackstone and Apollo Global Management are among the firms in discussions to participate in the financing

2

3

.

Source: Market Screener

Source: Market Screener

The senior-secured tranche of the debt financing is expected to reach approximately $45 billion to $70 billion, while the junior debt tranche will total around $30 billion to $35 billion, though these figures remain fluid as negotiations continue

2

4

. Broadcom would guarantee a portion of the senior tranche, which could help secure investment-grade ratings and lower borrowing costs

3

. The financing will flow through a special-purpose vehicle, a separate legal entity created to hold specific assets and the borrowing against them, keeping the debt off Broadcom's balance sheet

3

4

.

AI XPV partnership expands beyond initial $35 billion commitment

This massive Broadcom debt deal builds on the AI XPV partnership that Broadcom, Apollo, and Blackstone launched in June with an initial $35 billion financing to expand Anthropic's computing capacity using Broadcom custom chips and networking equipment

3

5

. That first commitment aimed to add one gigawatt of computing capacity, while the broader AI XPV partnership has set an ambitious target of financing more than 20 gigawatts of compute infrastructure for leading AI labs by 2028

3

5

. This computing capacity would roughly equal the output of 20 nuclear plants, with Bloomberg estimating the total cost at hundreds of billions of dollars

3

.

Under this chip financing arrangement, Anthropic and other AI companies do not purchase the chips directly. Instead, investors finance the purchase through the special-purpose vehicle, then lease the hardware to the companies

3

. The new AI chip financing could arrive in stages rather than all at once, potentially following the same structure as the initial deal

3

. On current figures, the partnership has funded approximately one-twentieth of its stated 20-gigawatt target through 2028

3

.

Broadcom positions itself as Nvidia alternative for custom AI chips

Broadcom designs custom AI chips for major technology companies including Alphabet, Meta, Anthropic, and OpenAI, playing a critical role in helping these firms reduce their dependence on Nvidia, the dominant supplier of AI accelerators

3

4

. The company helped Google develop its TPU line of machine learning processors and extended that engineering partnership through 2031 in April

5

. In June, Broadcom and OpenAI jointly designed an inference accelerator called Jalapeño, which the ChatGPT developer expects will deliver better performance than current graphics processing units

5

.

Source: SiliconANGLE

Source: SiliconANGLE

Broadcom's chief executive stated in March that the company expects AI chip sales to exceed $100 billion next year, with Anthropic reportedly accounting for more than 40% of that sum

3

5

. The company also holds an Apple agreement worth more than $30 billion and signed a $200 billion deal with Samsung in July covering memory, foundry, and advanced packaging through 2030

3

. Broadcom shares rose more than 1% following news of the debt financing discussions, having gained 5.2% year-to-date through Thursday's close

2

3

.

Broader financing trend reshapes AI infrastructure investment

The Broadcom AI chip deal reflects a broader pattern of historic capital raises transforming how the technology sector finances compute infrastructure. Nvidia announced earlier this month that it would provide up to $105 billion to finance a new data center for OpenAI in Ohio, according to a securities filing

2

. A week before that, Nvidia partnered with six large asset managers on a $500 billion financing push designed to treat compute infrastructure as a new asset class

2

.

Source: The Next Web

Source: The Next Web

Anthropic itself is raising capital across multiple channels simultaneously. An investment firm is lending approximately $1.3 billion toward a Texas data center that will house its systems, while the company finalizes a revolving credit facility ahead of its anticipated initial public offering, targeting more than $10 billion

3

. The AI company booked second-quarter revenue above $11.5 billion against $787 million a year earlier, with its annualized run rate reaching $65 billion by the end of July

3

. Watch for how these massive debt financing structures perform as regulators begin placing special-purpose vehicles under closer scrutiny, potentially reshaping the economics of AI infrastructure investment.

Today's Top Stories

© 2026 TheOutpost.AI All rights reserved