Private credit faces fundamental verification and information problems. Recent market developments have brought these issues into sharper focus. As liquidity tightens, and redemption pressures increase, private markets are undergoing a structural test rather than a cyclical downturn. Years of capital accumulation in semi-liquid structures are now colliding with more constrained liquidity conditions, exposing the tension between asset valuations and the ability to realize those valuations.
The misalignment between fund managers and investors is evident from the persistent discount seen in business development companies (BDCs) relative to reported net asset values (NAVs). These discounts reflect credit risk, liquidity, and market conditions, but they also indicate that investors are applying discounts when they cannot fully explain or verify model-based valuations against market pricing. These discounts reflect credit risk, liquidity and market conditions, but also highlight the differences between model-based valuation and market pricing – especially when investors attempt to estimate value from non-traded assets.
Private debt lacks comparable public market mechanisms – continuous price discovery, mandatory disclosure and standardized auditing – that provide transparency and external verification. As a result, investors have limited ability to independently verify how valuations are made.
Validation does not make evaluative assumptions correct, but it does make them transparent, reproducible, and open to scrutiny. In a market where key inputs remain judgment-based, improving verifiability does not eliminate uncertainty, but it can reduce ambiguity about how valuations are made.
This post examines how a combination of approaches, including statistical data screening, cryptographic proofs, and stress testing, can improve various aspects of the verification process and strengthen trust in private credit assessments.
