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Private Credit, Software and AI: A Manual for Markets

Reported by Man
Jun 4, 2026· 2 min read
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Key Takeaways
  • • Identified as a key sector, software and SaaS companies represent a significant concentration in private credit portfolios, driven by substantial investments post-COVID-19 pandemic.
  • • Noteworthy concerns regarding potential 'Dot-Com bubble' implications arise from newer AI technologies potentially outpacing existing software infrastructures, prompting scrutiny of previous investments.
  • • Leveraged loan defaults currently remain below long-term averages, with recent data indicating rates of approximately 2% when excluding certain distressed exchanges, showing an overall decline from the peak in 2024.
  • • The current environment necessitates heightened selectivity and due diligence for investors, while also presenting substantial opportunities amidst declining valuations and moderated venture capital funding.
Summary
Recent scrutiny of private credit-backed investments, particularly in the software and AI sectors, has emerged amidst growing concerns over valuations and the market's sustainability. Private credit lending has significantly fueled the growth of software and SaaS companies over the past decade, leading to a concentration of these investments in both private credit portfolios and publicly traded business development companies (BDCs). Many of these deals were struck during a high valuation period post-COVID-19, raising alarms as investors contemplate whether the market risk resembles the conditions of the 'Dot-Com bubble.' With the rapid evolution of AI technology, there are fears that current investments may quickly become obsolete.

As recent defaults loom, borrowers are feeling the effects of narrowing profit margins, deteriorating interest coverage, and the increasing use of payment-in-kind mechanisms. This environment, characterized by a notable decline in valuations and reduced venture capital funding, stresses the need for investors to exercise due diligence and careful selection in the private credit space. The shifting landscape presents both challenges and opportunities, emphasizing the importance of strategic navigation for investment professionals.

In terms of default rates, leveraged loans—often a proxy for private credit defaults—currently reflect rates below the historical average of about 2%. Some sources indicate a broader universe average around 5%, incorporating figures from distressed exchanges; however, these rates have seen a decline since their peak in 2024, suggesting a broader stabilizing trend in the market. This context highlights the divergent experiences within the credit market, urging investors to refine their approaches and identify potential areas for growth amidst evolving dynamics.

Data presented by Pitchbook and LCD underscore this point and provide a nuanced view of the landscape surrounding defaults and underlying economic health. The interplay between opportunity and risk necessitates a keen understanding of market movements and technological advancements as investors position themselves for future gains.

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Sources

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AlphaMaven summarised this story from the reporting below. Each link opens the original article.

Man Private Credit, Software and AI: A Manual for Markets