Identifying flawed investments, especially in opaque markets like private credit, is rarely about one decisive discovery. It involves assembling a 'mosaic' from many small pieces of information and red flags. This gradual build-up of evidence is what allows for an early, profitable exit before negatives become obvious to all.

Private equity giants like Blackstone, Apollo, and KKR are marking the same distressed private loan at widely different values (82, 70, and 91 cents on the dollar). This lack of a unified mark-to-market standard obscures true risk levels, echoing the opaque conditions that preceded the 2008 subprime crisis.

Recent "canary in the coal mine" cases like First Brands, often blamed on private markets, were not PE-owned and were primarily financed in liquid markets. In fact, it was private credit firms pushing for deeper diligence that exposed the issues, strengthening the argument that private credit offers a safer way to access the asset class.

Despite headlines blaming private credit for failures like First Brands, the vast majority (over 95%) of the exposure lies with banks and in the liquid credit markets. This narrative overlooks the structural advantages and deeper diligence inherent in private deals.

The greatest systemic threat from the booming private credit market isn't excessive leverage but its heavy concentration in technology companies. A significant drop in tech enterprise value multiples could trigger a widespread event, as tech constitutes roughly half of private credit portfolios.

A consistent 2-5% of Europe's public high-yield market restructures annually. The conspicuous absence of a parallel event in private markets, which often finance similar companies, suggests that opacity and mark-to-model valuations may be concealing significant, unacknowledged credit risk in private portfolios.

Official non-accrual rates understate private credit distress. A truer default rate emerges when including covenant defaults and 'bad' Payment-in-Kind interest (PIK) from forced renegotiations. These hidden metrics suggest distress levels are comparable to, if not higher than, public markets.

Auto parts company FBG funded its acquisition spree with a sophisticated fraud using "invoice factoring," a corporate version of a payday loan. By selling the same tranche of invoices to multiple private creditors, it illegitimately raised funds, leading to a collapse with $2.3 billion unaccounted for.

An expert reveals two shocking statistics: 80% of new founders fail their first diligence attempt, and 85% of early-stage investors don't perform confirmatory diligence. This highlights a massive, systemic weakness and inefficiency in the startup ecosystem, creating significant risk on both sides of the table.