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layoffhedge (operated by LayoffAI) — Source-tiered, event-level US workforce-reduction ledger: every WARN notice from all 50 states plus DC ingested and normalized (employer legal entity, city/county, state, industry code, jobs affected, notice date, effective date, layoff vs permanent-closure vs reduction type, link to the original state filing), cross-referenced against SEC filings and verified press, and enriched with a layoff-driver classification plus a companion 6.59M-record H-1B LCA explorer and congressional-district rollup.. High-engagement, low-depth solo/LLC operation: 470 events a…
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Source-tiered, event-level US workforce-reduction ledger: every WARN notice from all 50 states plus DC ingested and normalized (employer legal entity, city/county, state, industry code, jobs affected, notice date, effective date, layoff vs permanent-closure vs reduction type, link to the original state filing), cross-referenced against SEC filings and verified press, and enriched with a layoff-driver classification plus a companion 6.59M-record H-1B LCA explorer and congressional-district rollup.
Scale 470 verified layoff events totaling 670From 1 yearsCoverage Information Technology · Industrials
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layoffhedge (operated by LayoffAI) — Source-tiered, event-level US workforce-reduction ledger: every WARN notice from all 50 states plus DC ingested and normalized (employer legal entity, city/county, state, industry code, jobs affected, notice date, effective date, layoff vs permanent-closure vs reduction type, link to the original state filing), cross-referenced against SEC filings and verified press, and enriched with a layoff-driver classification plus a companion 6.59M-record H-1B LCA explorer and congressional-district rollup.. High-engagement, low-depth solo/LLC operation: 470 events a…
Layoffhedge offers (Alternative, Fundamental, Reference, Sentiment) — 470 verified layoff events totaling 670,994 jobs cut in calendar 2026 (site counter as of 4 October 2026), plus the full WARN notice feed for all 50 states and DC, plus a 6.59M-record H-1B LCA filing index, plus per-company, per-state and per-congressional-district rollup pages..
AI-displacement and labor-dislocation research (the driver taxonomy is the differentiated signal), equity and credit distress screening, tech-sector headcount nowcasting, workforce-reduction exposure by congressional district for policy and lobbying analysis, H-1B substitution and offshoring investigations, staffing and outplacement demand forecasting, insurance and municipal tax-base exposure to plant closures, and media verification of layoff claims.
The data is with 1 years of history.
Coverage spans US; Application Software, Human Resources & Employment Services; alternative, fundamental, reference, sentiment; equities, fixed_income.
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