Big Tech's debt binge raises risk in race to create an AI world

Listen to the Here's Why podcast on Apple, Spotify or anywhere you listen

Big Tech, artificial intelligence, California AI bill
Oracle’s offerings have come under particular scrutiny. | Image: Wikimedia commons
Bloomberg
6 min read Last Updated : Nov 21 2025 | 11:56 PM IST
By Ryan Vlastelica
  Equity investors are growing increasingly concerned about the amount of leverage that Big Tech is taking on to build out its artificial intelligence infrastructure as the industry faces rising fears of a bubble. 
The enormous sums major technology companies are spending on AI are nothing new, but the record pile of debt they’re raising to do it is. What’s worrying stock traders is the trend represents a break from recent history, when companies tapped their huge cash piles to pay for their capital expenditures. The use of leverage and the circular nature of many of the financing deals introduces a level of risk that wasn’t there before. 
“I view this as the AI story maturing and entering a new phase, one that is likely to be marked by more volatility and additional risk,” said Lisa Shalett, chief investment officer of Morgan Stanley’s wealth management arm. 
Listen to the Here’s Why podcast on Apple, Spotify or anywhere you listen. 
US stocks were set for another choppy day of trading Friday, with both S&P 500 and Nasdaq 100 futures swinging between gains and losses. Nvidia Corp. shares fell as much as 3.4% in premarket, on track to add to losses of more than 3% from the prior session. US equities, meanwhile, are headed for their biggest weekly drop since April after Thursday’s dramatic intraday reversal. 
Just a few months ago, AI spending was primarily coming from a few companies with strong balance sheets and robust growth in free cash flow. That has changed, and the tech industry’s risk profile has along with it.  
The new dynamic was on display Thursday, as tech stocks swung from way up after Nvidia’s strong earnings to way down as investors assessed how much capital will be required to finance an AI world compared with the profitability timelines of those investments. 
“We’ve seen an expansion of the ecosystem to include companies with weaker balance sheets like Oracle and CoreWeave, more debt, and we’ve also seen more interlocking and circular revenue relationships,” Shalett said. “That interconnectivity between the players brings systemic risk.” 
Valuations among the big tech names have also come in as a result of investor unease. The forward 12-month price-to-earnings ratio of the Bloomberg Magnificent 7 Index has fallen to its lowest in more than two months and is trading in line with its average over the last five years. 
The five major spenders on AI — Amazon.com Inc., Alphabet Inc., Microsoft Corp., Meta Platforms Inc. and Oracle Corp. — have raised a record $108 billion in debt combined in 2025, more than three times the average over the previous nine years, according to data compiled by Bloomberg Intelligence. 
Oracle’s offerings have come under particular scrutiny. The stock soared in September after the company sold $18 billion in US investment-grade bonds to ramp up its AI spending and banks launched a $38 billion debt offering to fund data centers tied to Oracle. But since hitting a record high on Sept. 10, the shares have plunged 33% as investors reassess what the company’s aggressive capex is doing to its balance sheet and how it is financing its huge capital expenditures.  
Five-year credit default swaps on Oracle, which reflect leverage risk, have blown out to their highest level in three years. 
“To see Oracle’s CDS go up shouldn’t be surprising,” said Arnim Holzer, global macro strategist at Easterly EAB. “These companies are investing massive amounts and committing to massive amounts of capex, some of which will be financed with debt. This doesn’t mean Oracle’s stock is trash, but it should be more volatile.” 
Oracle has forecast $35 billion in capital expenditures in its current fiscal year, with much of it going to its cloud business. The spending is taking a toll on the company’s balance sheet, with free cash flow expected to be negative $9.7 billion this year after falling into the red last year for the first time since 1990. The deficit is projected to expand in the subsequent two fiscal years, reaching negative $24.3 billion in fiscal 2028. 
S&P Global Ratings recently revised its outlook on Oracle to negative “because of its strained credit profile from anticipated capex and debt issuance to fund accelerating AI infrastructure growth,” it wrote in a note dated Nov. 6.  
But the credit binge isn’t just on Oracle. Meta has issued $30 billion worth of bonds, Alphabet sold $38 billion, and Amazon.com Inc. raised $15 billion, according to Bloomberg Intelligence. 
“We might just be in the beginning stages of an AI capex buildout, but that sort of also implies we’re probably in the early stages of releveraging balance sheets,” said Robert Schiffman, senior credit analyst at Bloomberg Intelligence. “I would be worried that this flood of issuance is probably just the start of things to come for the next couple of years.” 
Until recently, capex was accepted as a necessity of participating in AI. Some investors even viewed it as a positive reflection of confidence by the companies. But it’s coming under increasing scrutiny as those Wall Street pros want to see stronger returns on the investments. Adding debt to the equation only sharpens that issue. 
“When companies that don’t need to borrow are borrowing to make investments, that sets a bar for the returns on those investments,” said Bob Savage, head of markets macro strategy at BNY. “We’re in a ‘show me the money’ phase.” 
Still, despite the increased leverage, investors remain generally positive on megacap tech stocks due to their durable earnings growth and strong competitive positions. What’s more, about 80% to 90% of planned capex from big tech firms is coming from their cash flows, according to UBS estimates. 
“It seems a little overblown to say that these offerings are a major turning point and that the AI hype bubble will be burst,” Savage said. “The debt could complicate the story, but I don’t think it changes the thesis.”
*Subscribe to Business Standard digital and get complimentary access to The New York Times

Smart Quarterly

₹900

3 Months

₹300/Month

SAVE 25%

Smart Essential

₹2,700

1 Year

₹225/Month

SAVE 46%
*Complimentary New York Times access for the 2nd year will be given after 12 months

Super Saver

₹3,900

2 Years

₹162/Month

Subscribe

Renews automatically, cancel anytime

Here’s what’s included in our digital subscription plans

Exclusive premium stories online

  • Over 30 premium stories daily, handpicked by our editors

Complimentary Access to The New York Times

  • News, Games, Cooking, Audio, Wirecutter & The Athletic

Business Standard Epaper

  • Digital replica of our daily newspaper — with options to read, save, and share

Curated Newsletters

  • Insights on markets, finance, politics, tech, and more delivered to your inbox

Market Analysis & Investment Insights

  • In-depth market analysis & insights with access to The Smart Investor

Archives

  • Repository of articles and publications dating back to 1997

Ad-free Reading

  • Uninterrupted reading experience with no advertisements

Seamless Access Across All Devices

  • Access Business Standard across devices — mobile, tablet, or PC, via web or app

More From This Section

Topics :Artificial intelligenceTech firmsAI systemsbig tech

First Published: Nov 21 2025 | 11:55 PM IST

Next Story