HS

Precursor Intelligence

Precursor Intelligence

Find the patterns hidden across thousands of safety reports.

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Reports analysed in scope

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SIF-potential reports

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Recurring precursor patterns

Precursor Network

Activity → barrier failure → hazard → SIF potential. Select any node.

ActivityHazardBarrier FailureLocationSIF Potential
Barrier Failure

Energy Isolation Failure

41% of occurrences carry SIF potential — the strongest single precursor.

268

linked records

Explore related patterns

Top Precursor Patterns

  • Energy Isolation Failure37
  • Confined Space + Missing Gas Test29
  • Working at Height + Missing Fall Protection24
  • Line of Fire + Poor Barricading21
  • Hot Work + Permit Deviation17

Barrier Failure Distribution

Occurrences and SIF association

Hazard Frequency

Across all analysed narratives

  • Stored / residual energy486
  • Toxic or oxygen-deficient atmosphere372
  • Fall from height341
  • Pressurised hydrocarbon release298
  • Suspended load214
  • Ignition source near hydrocarbons189
  • Moving equipment / vehicle interface163
  • Electrical contact141

Derived from 22 indexed demo reports and 12,480 historical narratives.

Fatality precursor gradeEscalatingUnder control
SIFGuard AI — decision support only. All AI classifications require HSE review.Model v2.4.1 · SIH26165