I’ve been watching the private credit space for years, and something shifted in the last few months that feels different from the usual noise. What started as quiet warnings about a handful of problem loans has turned into a broader pattern that is hard to dismiss. Strain is no longer isolated. It is spreading across portfolios that were once treated as almost immune to the normal credit cycle. The numbers now look a lot like the last time the industry faced real pressure nearly a decade ago, and that should make anyone holding these assets pay closer attention.
Why Private Credit Suddenly Looks Fragile Again
Private credit grew into a massive, mostly opaque market after traditional banks pulled back from riskier lending. Estimates put the size somewhere between two and three trillion dollars. For a long time that growth was celebrated. Higher yields, less public scrutiny, and the ability to structure deals away from the daily mark-to-market of the public markets made the asset class look attractive. Many managers argued that private lenders had better information and more flexible tools to work through problems. That story held up reasonably well while rates stayed low and refinancing stayed easy.
Then the rate environment changed. Borrowers who took on debt when money was nearly free suddenly faced much higher interest costs. Some of those companies had been valued at elevated levels during the boom years of 2020 and 2021. When growth slowed and cash had to be directed toward interest payments rather than investment or expansion, stress began to show. I’ve found that the most telling early signal is not a wave of headline bankruptcies. It is the quiet rise in loans placed on non-accrual status.
Non-accrual means the lender has stopped recognizing interest income because the borrower has stopped paying or the fund believes a default is likely. Recent data on the largest publicly traded business development companies shows the median share of loans on non-accrual climbed to 2.8 percent of cost in the second quarter, up from 2 percent at the end of March. That may sound small in absolute terms, but the direction and the speed of the increase matter. Levels this high have not been common since the industry was still dealing with the hangover from the oil-price crash years earlier.
The 2020-2021 Vintage Problem
A large share of the current pain sits in loans made when rates were near zero and private-equity valuations were stretched. Those deals were underwritten with optimistic assumptions about growth and refinancing. Higher borrowing costs have starved some businesses of the cash they needed to invest. As one portfolio manager put it, companies are using almost everything they generate just to service interest. Growth has suffered as a result, and that weakens the very cash-flow coverage lenders rely on.
Concrete examples have started to surface. Software companies that once looked like reliable cash generators have seen their loans marked down sharply after ownership changes or performance shortfalls. In one case a major fund marked a software loan below 50 cents on the dollar after the private-equity sponsor handed the business to the lenders. Other managers took control of companies in healthcare services after defaults. These are not abstract risks. They are real assets moving through restructuring processes.
Perhaps the most interesting aspect is how uneven the pain appears on the surface. Some large managers still describe credit metrics as healthy and issues as isolated. Others are more candid. One well-known credit investor told clients the industry is clearly in a credit cycle and that denial has largely faded. That contrast in tone is itself a signal. When the more defensive voices start talking about conserving capital and waiting for greater volatility, it usually means they see more problems ahead than the optimistic statements suggest.
How Liquidity Mismatches Amplify Pressure
Private credit vehicles often promise periodic liquidity to investors while holding loans that cannot be sold quickly without steep discounts. That mismatch worked fine while inflows were strong and redemptions light. Once redemption requests rose and new capital became harder to raise, the pressure intensified. Some funds have already restricted withdrawals. Others have sold blocks of loans or explored winding down vehicles that no longer look viable.
Share prices of listed business development companies reflect that skepticism. Several large vehicles have fallen more than 15 percent over the past year. Analysts who cover the sector note that some funds now trade as if investors expect meaningful permanent capital impairment. Average returns for the bottom quartile of these vehicles have, over recent years, lagged even the yield on long-term government bonds. That is a quiet indictment of underwriting quality during the boom.
Underwriting wasn’t as good as it should have been. They weren’t as picky.
That assessment from a long-time observer of the space captures the core issue. When capital was abundant and competition for deals intense, standards slipped. The bill for that slippage is arriving now.
Software Exposure and the AI Uncertainty
A meaningful portion of private credit portfolios sits in software and technology services companies. For years these businesses were prized for recurring revenue and high margins. The rapid advance of artificial intelligence has introduced new questions about the durability of that growth. Some software products may face substitution risk or pricing pressure. Lenders who underwrote on the assumption of steady expansion now face the possibility that cash flows will be weaker than projected. That uncertainty is already showing up in lower marks on certain loans.
I’ve found that technology credit risk is especially hard to model because the competitive landscape can shift faster than traditional industrial businesses. A company that looked defensive two years ago can suddenly look vulnerable. Private credit managers who concentrated in this area are now having to reassess positions that were once considered among the safer parts of their books.
What Rising Defaults Actually Mean for the Broader Market
Defaults in private credit have reached new records in recent months according to rating agency data. That does not automatically translate into systemic crisis. Many of these loans are held by patient capital with the ability to restructure rather than force immediate liquidation. Still, the process of restructuring takes time, ties up capital, and often results in lower recoveries than originally expected. For funds that need to show liquidity or raise new money, those outcomes matter.
There is also a secondary effect on the insurance sector and other institutions that have increased their exposure to private credit in search of yield. When the underlying loans underperform, the capital positions of those institutions can come under pressure. That linkage is not always obvious to retail investors, but it is part of the reason some observers have described private credit as the new junk-bond market—higher yielding, less transparent, and capable of transmitting stress in unexpected ways.
Defensive Postures Versus Optimism
Not every manager is sounding the alarm. Some continue to insist that credit metrics remain solid and that problem loans are isolated. Interest coverage and leverage ratios, they say, still look consistent with longer-term averages. That view may prove correct for certain portfolios. Diversification, careful underwriting, and active monitoring can limit damage. Yet the overall data trend is hard to ignore. Non-accruals are rising, repayments are outpacing new commitments at several large vehicles, and the value of troubled loans has reached levels last seen in a previous stress period.
In my experience, the managers who prepare for more volatility tend to be better positioned when the cycle turns. Conserving capital, maintaining dry powder, and staying selective on new deals are rational responses when the environment is shifting. The alternative—continuing to lean into risk while problems accumulate—has rarely ended well in previous credit cycles.
Lessons From Earlier Cycles and Why This One Feels Different
The last time private credit faced widespread stress, the trigger was a sharp drop in commodity prices that hit energy-related borrowers hard. The current episode is broader. Higher interest rates affect almost every floating-rate borrower. The 2020-2021 vintage is large. And the market itself is much bigger than it was a decade ago. Scale changes the dynamics. A problem that might have been manageable when the industry was smaller becomes more consequential when trillions of dollars are involved.
Another difference is the growth of semi-liquid vehicles that promised investors easier access to private assets. Those structures worked smoothly while capital was flowing in. Once redemptions accelerate, the gap between the liquidity offered to investors and the illiquidity of the underlying loans becomes a source of stress. Some funds have already had to gate or limit withdrawals. Others are selling loans at discounts or exploring strategic options that include winding vehicles down. That process is still unfolding.
- Higher rates have reduced free cash flow available for growth and debt reduction.
- Loans underwritten at peak valuations are now more likely to breach covenants or require amendments.
- Redeeming investors force funds to manage liquidity more carefully, sometimes at the expense of holding through a recovery.
- Software and technology exposure faces additional uncertainty from rapid technological change.
- Listed vehicles trading at discounts signal investor skepticism about future recoveries.
Each of these factors interacts with the others. A company that can barely cover interest has less room to invest in product improvement. A fund facing redemptions has less flexibility to work patiently with that borrower. The result can be a faster path to restructuring than either side originally expected.
What Investors Should Watch Next
The most useful signals right now are not the optimistic press releases. They are the non-accrual ratios, the pace of repayments versus new originations, the marks on problem loans, and the behavior of listed BDC share prices. When those indicators keep moving in the same direction, the cycle is still building rather than peaking.
It is also worth watching how managers talk about capital allocation. Those who emphasize defense, selectivity, and dry powder are acknowledging that opportunities may improve later if stress deepens. Those who continue to talk mainly about healthy metrics and isolated issues may be correct—or they may be slower to adjust. Time will sort that out.
For individual investors, the practical implication is straightforward. Private credit is no longer the low-drama, high-yield asset class it appeared to be during the easy-money years. It is subject to the same credit cycle dynamics that affect other forms of leveraged lending. The opacity that once seemed like an advantage can become a disadvantage when problems surface, because price discovery is slower and exit options more limited.
The Quiet Shift in Underwriting Standards
One under-discussed element is how underwriting standards evolved during the boom. When competition for deals was intense, some lenders accepted higher leverage, lighter covenants, or more optimistic projections. The result is a book of loans that looks less resilient once the economic environment turns. Research covering the past five years shows that bottom-quartile funds generated returns on equity that sometimes fell below the yield available on government bonds. That is not the outcome investors signed up for when they accepted the illiquidity of private credit.
Improving standards takes time. New deals can be underwritten more carefully, but the existing portfolio still has to be managed. That is where the current stress is concentrated. Managers who were disciplined throughout the boom are in a better position. Those who stretched further are now dealing with a larger volume of problem credits.
Broader Implications for Capital Markets
Private credit does not exist in isolation. When large funds take significant writedowns or restrict liquidity, the effects can ripple into related markets. Insurance companies and pension funds that increased allocations in search of yield may face capital or regulatory questions. Banks that retain exposure through warehouse facilities or residual interests can feel secondary pressure. Public equity markets can also react if a high-profile restructuring signals wider problems in a particular industry.
None of this means a systemic crisis is inevitable. Credit cycles are normal. Recoveries happen. Many private credit managers have experienced hands and the capital to work through difficulties. The point is simply that the easy phase of the cycle has ended. The industry is now dealing with the consequences of earlier underwriting and the reality of higher interest costs. How managers navigate that phase will determine returns for the next several years.
I’ve watched enough cycles to know that the loudest optimism often arrives just before the numbers start to deteriorate more visibly. The current data already shows deterioration. The question is how far it goes and how prepared different portfolios are. That answer will become clearer over the coming quarters as more earnings reports and portfolio reviews land.
Practical Takeaways for Portfolio Construction
For those who allocate to private credit, a few principles seem useful right now. First, understand the vintage exposure. Loans originated in 2020 and 2021 carry different risk profiles than more recent deals. Second, look closely at liquidity terms. Vehicles that offer frequent redemption windows while holding illiquid loans create potential for forced selling at the wrong time. Third, pay attention to concentration in sectors facing structural change, especially software and technology services where competitive dynamics are shifting quickly.
Diversification across managers with different styles and underwriting cultures also matters more than it did during the boom. The difference between a carefully underwritten book and a more aggressive one is becoming visible in non-accrual rates and recovery outcomes. That differentiation is likely to widen if stress continues.
Finally, keep expectations realistic. Private credit still offers the potential for attractive risk-adjusted returns over a full cycle. It is not, however, a free lunch. The higher yields compensated for illiquidity, complexity, and credit risk. Those risks are now materializing in a more visible way. Investors who treat the asset class with the same seriousness they apply to other forms of credit are better positioned than those who treated it primarily as a yield enhancer.
Looking Ahead Without the Hype
The private credit market is not collapsing. It is adjusting to a higher-rate world and the consequences of earlier exuberance. That adjustment involves higher non-accruals, more restructuring activity, and greater selectivity among managers. Some funds will navigate it well. Others will face permanent capital impairment or forced strategic changes. The data already shows the process is underway.
What makes the current moment notable is the speed with which the narrative has shifted. Not long ago the dominant message was that private credit was relatively insulated. Today the conversation centers on elevated stress, record defaults in certain data sets, and the need for defensive positioning. That shift itself is information. Markets often move from denial to recognition faster than participants expect.
In the end, credit cycles test underwriting quality, liquidity management, and the willingness to recognize problems early. The private credit industry is now in the middle of that test. How individual managers and vehicles perform will vary widely. For investors, the priority is clear-eyed assessment rather than continued reliance on the optimistic framing that dominated the easy-money years. The numbers are telling a more complicated story, and the story is still being written.
The coming quarters will show whether the current rise in troubled loans represents a manageable cleanup or the beginning of a more prolonged period of stress. Either way, the era of easy private credit returns has ended. What replaces it will depend on how carefully capital is allocated from here and how honestly the industry confronts the weaker parts of existing portfolios. That process has only just begun.
