Private Credit in the Spotlight: Stress Test or Maturity Moment?

Private credit has firmly entered the public eye - though not entirely on its own terms.

In recent months, scrutiny has intensified. Headlines have questioned transparency, valuation discipline, liquidity dynamics and potential systemic risk. Regulators are paying closer attention; investors are asking more targeted questions and redemption pressures in semi-liquid structures have pushed the asset class into mainstream financial discourse.

Set against this backdrop, a more fundamental question is emerging: are we seeing signs of structural fragility, or simply the growing pains of an asset class scaling into maturity?

This question sat at the core of discussions at Kroll’s Alternatives and Asset Management Conference 2026, where market participants debated whether current pressures point to underlying weakness, or reflect a market adapting to greater scale, scrutiny and investor participation.

Deterioration, Dislocation or Repricing?

Beneath the noise, conditions remain nuanced. Across most portfolios, stress is idiosyncratic rather than systemic. Performance varies significantly by sector, leverage profile and vintage. What may appear as broad deterioration often reflects dispersion, not widespread weakness. Private credit also behaves differently from public markets. Outcomes are inherently binary: credits either perform, or they do not. As a result, price discovery tends to be episodic, helping explain the persistent divergence between secondary pricing, headlines and NAVs.

The key question is not whether volatility exists, but whether firms can distinguish temporary dislocation from structural impairment.

Here, robust valuation frameworks, high-quality data and independent challenge mechanisms are critical. Increasingly, leading firms are reinforcing their approach through structured, governance-led processes that combine data, sector expertise and rigorous oversight, ensuring valuations remain consistent, defensible and resilient under scrutiny.

 

AI, Software and Sector Exposure

No discussion of private credit today is complete without considering artificial intelligence.

Its impact is two-sided. On one hand, it is challenging long-held assumptions around traditionally defensive sectors such as software and services. Obsolescence risk is becoming more tangible, underwriting is more forensic, and lenders are managing exposure with greater precision, on a deal-by-deal basis rather than through broad sector allocation.

At the same time, AI is creating new lending opportunities, particularly across infrastructure such as data centres, computing capacity and energy.

The challenge for lenders is clear: capture the upside, while avoiding overexposure to short-term hype cycles. Achieving this requires rigorous diligence, disciplined structuring and a highly selective approach.

Liquidity, Redemptions and Product Design

Recent attention on redemption pressures in semi-liquid vehicles has been significant, but this is as much a question of product design of asset quality. For many wealth channel investors, private credit offers are limited, not guaranteed liquidity. Redemption activity often reflects allocation of shifts rather than distress. The more important question is alignment between investor expectations and product mechanics.

Where redemption terms, gates and liquidity frameworks are clearly articulated and understood, periods of stress are more likely to be absorbed. Where they are not, confidence can deteriorate quickly, even if underlying credit quality remains stable. This is not unique to private credit. It reflects a broader industry of recalibration around how semi-liquid products are structured, distributed and governed.

 

A Growing Role for Secondaries and Benchmarks

As the market matures, private debt secondaries are evolving from a niche activity into a core market function. Secondary pricing is increasingly informative—not because it represents a definitive “truth,” but because it reveals where liquidity is demanded and how risk is being perceived. At the same time, greater access to data and benchmarking is reshaping the valuation of discussions. Market participants can now compare loans across leverage, spread and structure with increasing precision.

This does not eliminate disagreement, but it sharpens it. Used effectively, secondaries and benchmarks serve as critical reference points supporting more structured challenges and enabling more consistent, evidence-based decision-making across illiquid credit portfolios.

 

What Risks Remain Underestimated?

One risk remains consistently underappreciated: interaction risk.  Valuation, liquidity, documentation and governance are often assessed independently. In practice, stress emerges when these factors intersect. Misalignment across these dimensions can erode confidence faster than credit deterioration alone.

The firms best positioned for the next phase are those that treat valuation, liquidity management and transparency as strategic capabilities, not compliance exercises embedding integrated frameworks that bring together data, governance, oversight and judgement.