AI Hyperscalers' Massive Borrowing Boom Raises Shadow Debt Concerns as Companies Chase AI Goals

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Tech giants Amazon, Alphabet, and Meta are fueling an unprecedented borrowing boom to fund AI infrastructure, with Amazon alone raising $37 billion through bond sales. But the Bank for International Settlements warns that off-balance sheet arrangements amount to shadow borrowing that could expose lenders to refinancing pressures and credit risk.

AI Hyperscalers Turn to Debt Markets for Infrastructure Buildout

AI hyperscalers are reshaping how they finance growth, abandoning their traditional reliance on cash reserves for an aggressive borrowing boom. Amazon recently executed one of the largest corporate bond offerings on record, raising $37 billion in the U.S. market and €14.5 billion ($16.7 billion) in its debut euro bond sale—the biggest ever corporate deal in that currency

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. The retail and cloud giant marketed U.S. high-grade bonds in as many as 11 tranches, drawing approximately $126 billion in orders

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. This follows Alphabet raising roughly $32 billion in February, including a rare 100-year bond—the tech industry's first since Motorola's 1997 issuance

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. Oracle Corp. announced plans to raise $45 billion to $50 billion in 2026 using a combination of debt and stock sales to build additional capacity for its cloud infrastructure

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Source: PYMNTS

Source: PYMNTS

Capital Expenditures Reach Unprecedented Levels

The scale of spending behind this debt financing is staggering. Four of the biggest U.S. tech companies have said they need to spend around $650 billion collectively on data centers, networking equipment, and other AI infrastructure in 2026 alone

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. Amazon announced it would invest about $200 billion in data centers, chips, and other equipment in 2026, topping analysts' estimates

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. Alphabet alone said that about 40% of its technical infrastructure spending was tied to data centers and networking gear, while 60% was tied to servers

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. In contrast, 21 companies including the largest U.S.-based automakers, Exxon Mobil Corp., and Walmart Inc. are projected to spend a combined $180 billion

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Source: Bloomberg

Source: Bloomberg

Shadow Borrowing and Off-Balance Sheet Arrangements Trigger Warnings

The Bank for International Settlements has raised concerns about how artificial intelligence infrastructure investments are being financed. Officials at the BIS warned that off-balance sheet arrangements amount to shadow borrowing and could leave lenders potentially exposed to refinancing pressures, procyclical shifts in private credit appetite, or the activation of guarantees

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. Meta Platforms Inc. is among firms popularizing a way for debt to sit completely off balance sheet through special purpose vehicles (SPVs) or joint ventures tied to assets like AI chips or real estate

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. A roughly $30 billion financing tied to the construction of a Meta data center in Louisiana underscored both the scale of capital required and the increasingly varied ways companies are structuring funding

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Source: Market Screener

Source: Market Screener

Private Credit and Investor Demand Fuel the Boom

Investor demand for high-grade corporate debt has remained strong, with large technology issuers drawing significant attention as investors seek relatively safe yields

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. Investment in AI infrastructure via off-balance sheet debt is increasing the exposure of insurers and private credit funds to hyperscalers, according to BIS officials Egemen Eren, Ingomar Krohn, and Karamfil Todorov

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. Amazon's euro bond sale drew more than €35.5 billion of orders, marking a record for a corporate debt sale in the currency

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. Investors have placed orders 4.1 times the size of this year's U.S. investment-grade bond market deals

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Credit Risk and Debt Bubble Concerns Emerge

With so many lenders lining up to throw cash at assets, the risk is a debt bubble that could eventually leave credit players facing substantial pain

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. Banks support off-balance vehicles with funding lines, potentially creating new shock transmission channels that could expose lenders to credit risk at the vehicle level

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. The wave of AI-related borrowing spooked investors late last year when large technology companies raised nearly $100 billion within a few weeks to expand cloud and data-center capacity

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. These large offerings are elevating U.S. tech firms to prominent positions in European credit indexes overnight, raising concerns about the impact on passive corporate bond funds

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Why AI Ambitions Drive Borrowing Over Cash Reserves

The pressure on big tech companies to build out data centers to power AI functions is immense. While Meta, Alphabet, and other tech heavyweights can use existing cash in their coffers, borrowing remains attractive, especially when Wall Street firms are eager to lend them money

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. The special-purpose entities that enable companies to keep debt off their balance sheets add to the appeal of funding AI goals this way

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. Since late 2025, Elon Musk's xAI has been working on raising as much as $20 billion via off-balance-sheet vehicles that buy AI chips and lease them back to xAI

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. Building out data center capacity will require hyperscalers to turn to every corner of capital markets, according to JPMorgan Chase & Co.

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