AI Infrastructure Drives Record Debt Issuance, JPMorgan Predicts $540 Billion in 2026 Tech Bonds

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Even as investor enthusiasm for artificial intelligence investments cools slightly, the financing needs of global tech giants continue to surge as they ramp up spending on AI infrastructure. JPMorgan has revised its forecast upward, now predicting that bond issuance in the technology, media, and telecommunications sectors will reach a record $540 billion in 2026, up from a previous estimate of $450 billion.

In a report released Friday, JPMorgan strategists, including Erica Spear, noted that the ongoing expansion of AI infrastructure by major tech companies is driving up debt financing volumes. This reinforces the bank's view that "debt-financed AI investment will be a defining feature for years to come." JPMorgan forecasts that bond issuance from hyperscale cloud providers will hit $317 billion in 2026, accounting for the majority of the year's tech sector debt. Of this, data center project financing is expected to be approximately $85 billion. The report suggests that if most currently planned data center projects materialize, data center financing alone could easily surpass $100 billion.

JPMorgan has identified seven new investment-grade data center financing opportunities, in addition to six previously completed projects. Among the new additions, four are expected to be linked to data center construction from the partnership between Oracle Corporation (ORCL.US) and OpenAI. The report also anticipates that Meta Platforms (META.US) will return to the bond market after reporting its third-quarter earnings, while Microsoft Corporation (MSFT.US) is currently the biggest "unknown." If Microsoft chooses to issue bonds, it would mark its first foray into the bond market since 2017.

JPMorgan believes the financing model for AI infrastructure will evolve further. The report points out that financing using AI chips as underlying assets will become a key direction for the next phase of AI infrastructure funding, potentially reaching a market size of trillions of dollars by the end of the decade. However, the rapid expansion of AI-related bond issuance has raised concerns about oversupply weakening investor demand. JPMorgan notes that bonds issued by SpaceX (SPCX.US) and Amazon.com Inc (AMZN.US) this summer have performed poorly in the secondary market, reflecting a decline in investor willingness to absorb the increasing supply of bonds.

Data shows that after the market absorbed an additional approximately $75 billion in new bond supply in June and July, credit spreads for some hyperscale tech companies widened by about 15 basis points. Although credit spreads have recovered somewhat in the past week, Spear commented that the record bond issuance volume and significant uncertainty regarding future financing schedules have made investors increasingly focused on long-term supply pressures rather than the issuers' fundamental credit quality. Recently, Oracle has drawn market attention after its credit rating was downgraded by S&P Global, with its bond credit spreads approaching junk-bond levels. Despite this, JPMorgan maintains an "overweight" rating on Oracle bonds, citing their relatively high value among hyperscale tech companies. "We are willing to be patient," Spear said.

Beyond hyperscale cloud providers, other tech companies are also active in financing. JPMorgan has nearly doubled its forecast for non-hyperscale tech company bond issuance in 2026, raising it from $78 billion to $146 billion. This upward revision is largely driven by NVIDIA Corporation (NVDA.US)'s $25 billion bond issuance completed in June. While the market continues to debate whether AI investment is too large, JPMorgan believes that the strong financing and operational track records of major tech companies warrant "more trust than current market sentiment suggests." However, the bank also warns that the supply pressure from bond issuance this year is far from over, with many potential financing projects still on the horizon. Given the lack of transparency in issuance timing, bond market volatility is expected to persist.

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