When a company files both a WARN Act notice and an SEC 8-K Item 2.05 (Costs Associated with Exit or Disposal Activities) within a 90-day window, the distress signal is strong. This distress cascade pattern has historically preceded earnings misses, dividend cuts, and in severe cases, bankruptcy filings.

The Cascade Pattern

Our analysis of 10 years of cross-referenced data reveals a consistent timeline:

  1. WARN Notice Filed — Company alerts state agency of impending mass layoff (60-day advance warning)
  2. SEC 8-K Item 2.05 — Company discloses restructuring costs to SEC (typically 30-60 days after WARN)
  3. Earnings Impact — Restructuring charges hit income statement (next quarterly filing)
  4. Chapter 11 Filing — In severe cases, bankruptcy follows within 6-12 months

Why Both Signals Matter

A WARN notice alone could indicate routine workforce adjustments. An 8-K filing alone might be a one-time charge. But both signals together indicate a company actively restructuring — liquidating workforce while disclosing material costs to shareholders. This combination has a much higher predictive value than either signal alone.

The WARN Firehose Approach

We cross-reference 6 federal datasets daily using fuzzy company name matching to detect these patterns automatically. Our Risk Signal API computes a composite score that weights:

  • WARN filing recency and employee count (35%)
  • SEC 8-K restructuring disclosures (25%)
  • Bankruptcy court filings (20%)
  • H-1B/LCA visa trend (hiring vs. cutting — 12%)
  • Industry context (8%)

Scores range from 0 (no distress indicators) to 100 (severe multi-signal distress).

Explore connected signals

See how WARN + SEC + Bankruptcy signals connect, or view live risk signals for every tracked company.