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Dispersion and Transparency Define the Next Phase of Private Credit

Written by Anthony Catino | Nov 10, 2026, 5:00:00 AM

As default rates climb and allocators grow more selective, private credit is entering a period of sharper differentiation between managers who navigated the cycle with discipline and those who do not.

The overall picture for private credit remains both resilient and increasingly complex. Our recent survey of 110 private market managers, conducted in partnership with Private Equity Wire, shows that 88% of respondents plan to maintain or grow their allocations to the asset class over the next 12 to 18 months, a sign of durable confidence in fundamentals. More than half (53%) plan to hold steady and another 35% plan to increase exposure. Persistent bank retrenchment continues to create a sizeable financing gap, and capital needs across real economy remain robust. Yet the market is more stratified than at any point in the asset class's recent history, and as the industry matures, the conditions that separate leading managers from the rest are becoming increasingly clear.

The K-Shaped Reality

Default rates are rising, with macro-economic pressure cited as the primary driver and nearly half of all managers naming credit and default risk as their top challenge. Cov-lite lending practices have also contributed to rising stress levels. But aggregate figures can be misleading. There is wide variance in how firms are positioned, and recovery expectations tell a more complete story than headline stress figures alone.

Competition adds another layer of complexity. Deal flow has been subdued as investors remain cautious, putting pressure on pricing, compressing spreads and elevating the importance of rigorous underwriting and deal selection. The firms best placed to navigate this environment are those deploying capital in a disciplined manner rather than chasing volume.

The lower-middle market and asset-based financing remain the most compelling segments for return potential, outpacing AI infrastructure. Our survey revealed that 42% of managers name the lower-middle market as the segment with the highest return potential, followed by 33% for asset-based financing. The lower end of the market is underpenetrated by banks, creating meaningful deployment opportunities for managers with strong origination capabilities and the underwriting rigor to assess credit quality at the company level, rather than making assumptions based on size alone.

Transparency Has Become a Threshold Issue

Allocators are putting managers under the microscope, scrutinizing track records and asking how returns were generated, not just what they were. A track record spanning a full credit cycle is increasingly valued because it reveals how a manager's appetite for risk shifted as conditions changed.

Pricing and valuations have come under particular scrutiny. Quarterly valuations remain standard for most managers, though a growing share (53%) now mark portfolios monthly. Fair value methodology has gained broader adoption and, while it introduces more volatility into reported returns, it demonstrates positions are being actively monitored. Weak covenants make monitoring even more important, as there is no shortcut to understanding a business's trajectory and creditworthiness other than consistent, rigorous portfolio tracking.

The Operational Imperative

Meeting these demands requires more than investment discipline. It requires operational infrastructure capable of delivering the depth of insight and flow of data that allocators now expect. The ability to structure data, surface portfolio-level analytics quickly and support transparent reporting has become a direct competitive variable.

AI is now widely deployed for data gathering and analysis, and increasingly for valuations, reporting and performance monitoring. Many survey respondents, 79%, now use AI for data gathering and analysis. However, AI’s effectiveness is only as useful as the data it processes, and many firms continue to struggle with data collection and systems integration, with 40% of survey participants naming data collection as their top operational challenge.

At the same time, the industry also lacks a standardized benchmarking framework for deal analytics comparable to what exists in public markets, limiting the effectiveness of risk models and cross-portfolio comparisons. More readily available financial information would allow firms to make better-informed decisions as markets and economic conditions evolve.

The next stage of innovation will be the adoption of a central orchestration layer that connects fragmented agents and workflows into a single end-to-end operating model. Achieving that vision, however, depends on a solid foundation of structured, high-quality data and accessible data.

To explore the full findings on how private credit firms are navigating dispersion and building for transparency, download the complete report.