Research & Insights

Deep dives on corporate distress signals, bankruptcy prediction methodology, and credit analysis.

5 Warning Signs a Company Is Heading for Bankruptcy

Before a company files Chapter 11, the signals are hiding in plain sight inside their SEC filings. Here are the five most reliable early-warning indicators.

10 Jun 2026 Read →

Research Method

How to Read a 10-K for Distress Signals in Under 30 Minutes

Most investors skip the 10-K or skim the highlights. Here's a systematic 30-minute process to extract the credit risk signals that matter most.

8 Jun 2026 Read →

Methodology

Altman Z-Score vs Machine Learning: Which Predicts Bankruptcy Better?

The Altman Z-Score was designed in 1968. Machine learning models trained on modern data outperform it significantly. Here's an objective comparison.

5 Jun 2026 Read →