Product methodology
Workplace Fatality and Injury Prediction
Source contract, normalization path, entity-graph join, refresh posture, and publication limits for this Branmoor product.
Status
Pending. This product is pending. The methodology page is published first so the source contract and join path are visible before Branmoor represents the product as live.
Distribution Scope
Nationwide; TN OSHA layer; Nashville healthcare/manufacturing employer risk
Product Question
Predicts and monitors workplace injury/fatality risk by employer/facility.
Primary Sources
- OSHA Establishment Search and inspection data — Citations, inspection history, severity
- BLS Survey of Occupational Injuries and Illnesses — Industry and establishment injury rates
- State workers' compensation filings (where public) — Claim filings, severity, employer identification
- SEC 10-K and 8-K filings — Material safety incident disclosure for public companies
- OSHA fatality and severe injury reporting database — Fatality and amputation/hospitalization reports
Entity-Graph Join
OSHA establishment ID, `irs_ein`, `edgar_cik`, county, NAICS.
Publication Rule
Branmoor does not treat raw public records as the product. A surface is publishable only when the source record is dated, normalized, source-linked, and joined to the relevant Branmoor entity identifiers with enough confidence to state the limits of the result.
Current Methodology Note
Risk score is calibrated against historical claims experience. State coverage is uneven and disclosed; methodology and feature weights are documented.
Limits
Coverage follows the underlying source. Missing state portals, gated APIs, PDF-only filings, suppressed fields, lagged agency refreshes, and entity-name ambiguity can all limit product completeness. Pending products are not marketed as live until those limits are documented on the product surface.