The QLEI Score
Early Warning Signals for Bad Debt: What to Watch Before the Write-Off
What are the early warning signals for bad debt? Court filings, QLEI changes, serial defendant patterns, and insolvency flags — all detectable before the write-off.
Early Warning Signals for Bad Debt: What to Watch Before the Write-Off
What are the early warning signals for bad debt? Court filings, QLEI changes, serial defendant patterns, and insolvency flags — all detectable before the write-off.
Most risk professionals treat a score as a pass/fail binary. A QLEI score is a directional signal — the trajectory and signal cluster matter more than any single number.
Bad debt rarely arrives without warning — the signals appear in court records weeks or months before payment failure, if you know where to look and have a system.
Check the trend direction, not just the number. A score moving from low to medium over 90 days tells you more than a static medium score — and is your trigger for a deeper review.