Upload your injury log or near-miss export. This tool classifies every record against the ASTM E2920-26 severity framework — Levels 1–4, potential SIFs (pSIF), and SIFRisk conditions — and hands you back a clean spreadsheet. Built to move safety programs from outcome-based recording ("who got hurt?") to risk-based prevention ("who could have died?").
Actual Serious Incident or Fatality. Clear workplace connection with life-ending, life-threatening, or life-altering consequences.
BenchmarkableNot an actual SIF, but clear workplace connection with significant consequences. Elevated to a KPI.
BenchmarkableCases generally recorded to satisfy OSHA / local law. Not mandatory under the guide, but usually compulsory.
Non-mandatory (guide)First-aid cases and near-miss incidents that don't meet Level 1–3 severity.
Non-mandatoryNo SIF occurred, but the event had realistic potential for life-altering harm absent a safeguard or luck. Overlays any Level 2–4.
Not benchmarked — encourage reportingNo incident yet. A system/process condition carrying the energy or potential to cause an aSIF if left uncorrected.
Leading indicatorPDFs aren't structured like spreadsheets, so we pulled the text out for you. Put one incident per line — delete page headers, footers, or blank lines, and merge any record that wrapped across lines. Each line becomes one record to classify.
Tell the classifier which of your columns hold each field. Only a description is required — the more you map, the sharper the classification.
Each record is classified with Claude against ASTM E2920-26. Record text is sent securely through this app — you don’t need an API key.
CompScience receives your name, email, and a run summary (counts only — not the raw log).
Classifying is step one. Most organizations still don't actively manage SIF risk — they track lagging rates and hope. The highest-leverage move is to work your uncontrolled pSIFs first: those are the close calls where nothing but luck stood between a worker and a life-altering injury — then implement, strengthen, or verify the safeguard that would stop the next one.
Adopting E2920-26 will make your "serious" numbers jump — that's expected, and it's a story leadership needs framed correctly (financial exposure, not just safety culture). CompScience can help you build the business case and stand up the program through a short advisory engagement.
Finding pSIFs only matters if you act on them. Pair this classifier with proven programs:
We’re launching this as a beta. Tell us what was wrong, confusing, or missing — sparse-record handling, confidence labels, safeguards language, or anything else. Your note goes to CompScience (not used for marketing lists).
CompScience
AI-driven workers’ compensation & risk operations
Prevent 1 million workplace injuries by 2035 — and bring serious injuries and fatalities toward zero.
Most companies still manage safety with lagging rates — OSHA recordables, days away — while the events that actually kill and permanently disable people hide in near misses and high-energy exposures. ASTM E2920-26 finally gives a shared language for aSIFs, pSIFs, and controlled vs. uncontrolled. We built SIF Signal so any safety or risk team can take an injury log and see that picture in minutes — then go work the uncontrolled pSIFs before luck runs out. It’s one more way we put prevention into practice: clearer signal, faster action, fewer SIFs.
Questions, partnerships, or how we can help — we’ll reply by email.