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    Finance

    Five Debt Hotspots in the AI Data Centre Boom

    Published by Global Banking & Finance Review®

    Posted on November 5, 2025

    4 min read

    Last updated: January 21, 2026

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    Tags:debt instrumentsfinancial crisisalternative banking

    Quick Summary

    AI data centres face debt challenges as investment grade borrowing surges and junk bonds emerge, with private credit playing a key role.

    Five debt hotspots in the AI data centre boom

    Debt Challenges in AI Data Centre Expansion

    By Lucy Raitano and Amanda Cooper

    LONDON (Reuters) -AI fever has propelled global stocks to record highs, but the data centres needed to power the promised revolution are increasingly being financed with complex debt that investors are scouring for signs of a bubble.

    Enthusiasts say that unlike previous episodes of market mania - such as the dotcom boom of the late 1990s - this one is driven by companies that are profitable, have deep pockets and an undeniable business case.

    Now, however, some observers including the Bank of England say pockets of risk are building in parts of the financial system populated by opaque, hard-to-trade illiquid assets.

    Here are five charts that show the emerging story of the debt funding AI's race for space.

    Investment Grade Borrowing Trends

    1) AI INVESTMENT GRADE BORROWING EXPLODES

    BofA data shows $75 billion of U.S. investment grade debt issued by AI-focused Big Tech hit the market in September and October alone, more than double the sector's average annual issuance of $32 billion between 2015 and 2024.

    The total included $30 billion from Meta and $18 billion from Oracle. Add to that Google owner Alphabet's new borrowing, announced on Monday, or a $38 billion high-grade loan linked to Oracle's Vantage data centres, recently reported by Bloomberg.

       The $75 billion in deals from September and October still only make up 5% of $1.5 trillion in U.S. investment grade debt issues so far this year.

    But Barclays says AI-related tech debt issuance is the key determinant for potential credit market supply in 2026.

    Debt is also taking on hybrid forms.

    For example, Meta agreed a $27 billion financing with Blue Owl Capital for its biggest data centre project, using a complex structure that keeps the debt off its own books.

    JP Morgan estimates AI-linked companies account for 14% of its investment grade index, surpassing U.S. banks as the dominant sector.

    Rising Credit Risks for Major Players

    2) ORACLE: STANDOUT SHARES, RISING CREDIT RISK

    Oracle shares have soared 54% in 2025, set for their most powerful annual rally since 1999. Its AI-driven surge in revenue has made it one of Wall Street's most valuable companies.

    Yet a surge in its credit default swaps - a form of insurance against default for bondholders - shows investors are worried about the U.S. tech giant's debt levels.

    Emerging Junk Bonds in AI

    3) MORE AI-RELATED 'JUNK' BONDS

    AI-related issuance is also beginning to show up in the high-yield, or "junk", debt market, which carries higher default risk but offers higher returns.

    Last month, bitcoin miner turned data centre operator TeraWulf issued a $3.2 billion high-yield bond rated BB- by S&P Global, while Nvidia-backed AI cloud provider CoreWeave issued $2 billion in high-yield bonds in May.

    Role of Private Credit in Funding

    4) PRIVATE CREDIT'S INCREASING ROLE IN AI FUNDING

    Fast-growing private credit - extended to companies by entities, such as investment firms, rather than banks - is also increasingly funding AI data centres, according to UBS.

    The bank estimates private credit AI-related loans may have nearly doubled in the 12 months through early 2025.

    Such loans offer more flexibility, but can be harder to trade during market turmoil, potentially causing more financial market stress.

    Morgan Stanley estimates private credit markets could supply over half the $1.5 trillion needed for the data centre buildout until 2028.

    Securitised Products and ABS Growth

    5) AN ABS MAKEOVER?

    Securitised products, such as asset-backed securities (ABS), will also help fund AI industry growth, according to Morgan Stanley. They bundle together illiquid assets such as loans, credit card debt, or - in AI context - rent payable to a data centre owner by a Big Tech tenant, into a tradable security.

    While digital infrastructure accounts for just 5%, or $80 billion, of the roughly $1.6 trillion U.S. ABS market, BofA notes it has expanded more than eightfold in less than five years. It estimates that data centres backed 64% of that market, which it expects to reach $115 billion by the end of next year driven primarily by data centre construction.

    ABS are standard financing instruments, but are viewed with some caution since the 2008 financial crisis, when billions of dollars worth of products turned out to be backed by soured loans and highly illiquid and complex assets.

    (Reporting by Lucy Raitano; Editing by Tomasz Janowski)

    Table of Contents

    • Debt Challenges in AI Data Centre Expansion
    • Investment Grade Borrowing Trends
    • Rising Credit Risks for Major Players
    • Emerging Junk Bonds in AI

    Key Takeaways

    • •AI data centres are increasingly financed with complex debt.
    • •Investment grade borrowing in AI has surged recently.
    • •Oracle's credit risk is rising despite soaring shares.
    • •AI-related junk bonds are emerging in the market.
    • •Private credit is playing a larger role in AI funding.

    Frequently Asked Questions about Five debt hotspots in the AI data centre boom

    1What is investment grade debt?

    Investment grade debt refers to bonds rated by credit rating agencies as having a low risk of default. These ratings indicate that the issuer is financially stable and can meet its debt obligations.

    2What are junk bonds?
    Role of Private Credit in Funding
  • Securitised Products and ABS Growth
  • Junk bonds are high-yield bonds that carry a higher risk of default compared to investment-grade bonds. They are rated below investment grade and offer higher returns to compensate for the increased risk.

    3What is private credit?

    Private credit refers to non-bank lending provided by private investors or funds. It typically involves loans to companies that may not have access to traditional bank financing.

    4What are asset-backed securities (ABS)?

    Asset-backed securities (ABS) are financial securities backed by a pool of assets, such as loans or receivables. They allow investors to receive payments derived from the cash flows of the underlying assets.

    5What is credit risk?

    Credit risk is the possibility that a borrower will default on their debt obligations. It is a key consideration for lenders when assessing the likelihood of repayment.

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