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AI disruption could hit credit markets next, UBS analyst says

by Hugh Son
February 14, 2026
in Markets
Reading Time: 4 mins read
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The inventory market has been fast to punish software program companies and different perceived losers from the factitious intelligence increase in current weeks, however credit score markets are more likely to be the subsequent place the place AI disruption threat reveals up, based on UBS analyst Matthew Mish.

Tens of billions of {dollars} in company loans are more likely to default over the subsequent 12 months as firms, particularly software program and information providers companies owned by non-public fairness, get squeezed by the AI menace, Mish stated in a Wednesday analysis observe.

“We’re pricing in a part of what we name a fast, aggressive disruption situation,” Mish, UBS head of credit score technique, informed CNBC in an interview.

The UBS analyst stated he and his colleagues have rushed to replace their forecasts for this 12 months and past as a result of the most recent fashions from Anthropic and OpenAI have sped up expectations of the arrival of AI disruption.

“The market has been sluggish to react as a result of they did not actually assume it was going to occur this quick,” Mish stated. “Persons are having to recalibrate the entire approach that they have a look at evaluating credit score for this disruption threat, as a result of it is not a ’27 or ’28 problem.”

Investor considerations round AI boiled over this month because the market shifted from viewing the know-how as a rising tide story for know-how firms to extra of a winner-take-all dynamic the place Anthropic, OpenAI and others threaten incumbents. Software program companies have been hit first and hardest, however a rolling collection of sell-offs hit sectors as disparate as finance, actual property and trucking.

In his observe, Mish and different UBS analysts lay out a baseline situation through which debtors of leveraged loans and personal credit score see a mixed $75 billion to $120 billion in contemporary defaults by the tip of this 12 months.

CNBC calculated these figures by utilizing Mish’s estimates for will increase of as much as 2.5% and as much as 4% in defaults for leveraged loans and personal credit score, respectively, by late 2026. These are markets which he estimates to be $1.5 trillion and $2 trillion in measurement.

‘Credit score crunch’?

However Mish additionally highlighted the opportunity of a extra sudden, painful AI transition through which defaults leap by twice the estimates for his base assumption, reducing off funding for a lot of firms, he stated. The situation is what’s identified in Wall Avenue jargon as a “tail threat.”

“The knock-on impact can be that you should have a credit score crunch in mortgage markets,” he stated. “You should have a broad repricing of leveraged credit score, and you should have a shock to the system coming from credit score.”

Whereas the dangers are rising, they are going to be ruled by the timing of AI adoption by giant companies, the tempo of AI mannequin enhancements and different unsure elements, based on the UBS analyst.

“We’re not but calling for that tail-risk situation, however we’re transferring in that course,” he stated.

Leveraged loans and personal credit score are typically thought-about among the many riskier corners of company credit score, since they typically finance below-investment-grade firms, lots of them backed by non-public fairness and carrying greater ranges of debt.

On the subject of the AI commerce, firms might be positioned into three broad classes, based on Mish: The primary are creators of the foundational giant language fashions reminiscent of Anthropic and OpenAI, that are startups however might quickly be giant, publicly traded firms.

The second are investment-grade software program companies like Salesforce and Adobe which have strong stability sheets and may implement AI to fend off challengers.

The final class is the cohort of personal equity-owned software program and information providers firms with comparatively excessive ranges of debt.

“The winners of this whole transformation — if it actually turns into, as we’re more and more believing, a fast and really disruptive or extreme [change] — the winners are least more likely to come from that third bucket,” Mish stated.



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Tags: AnalystCreditdisruptionHitMarketsUBS
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