Insights

EHS operations, AI-powered safety, compliance, and leadership. Written by the team building HaloEHS.

AI-Powered Safety·Featured

AI in EHS: From Reactive to Predictive Safety

How AI is shifting EHS from lagging metrics to predictive safety: the four real use cases, what the 2026 data shows, and why prediction only works if someone acts.

Hari Haran·14 Jun 2026·7 min read
EHS AI MATURITYFrom reactive to predictive to prescriptive1ReactiveRUNS ONLagging indicators“What went wrong?”2PredictiveRUNS ONLeading indicators+ pattern detection“Where is risk rising?”3PrescriptiveRUNS ONSignals + recommendedaction“What do we do next?”FROM AUTOPSY TO PREVENTION
BREAK-EVENWhen spreadsheets cost more than the platformANNUAL COST $PROGRAM SCALE →Break-evenadmin + audit ≥ platform fee⟶ NOW PAYING TO STAYSpreadsheet costadmin + audits + premium driftPlatform costsubscription, mostly flat
EHS Operations·9 min read

EHS Software vs Spreadsheets: When to Switch

Hidden costs of running EHS on spreadsheets: admin hours, audit risk, missed patterns. The 3-number framework, break-even math, and switching thresholds.

9 Jun 2026
CAPA · CLOSED LOOP1Findingany source2Ownerassigned + deadline3ActionC + P actions4Closureevidence required5Recheck30 · 60 · 90 daysIF RECURRENCE DETECTEDoriginal CAPA failed · re-openLogging alone is theatre. Verified closure plus effectiveness re-check is the loop.
EHS Operations·10 min read

CAPA Effectiveness: Closing the Loop on Every Action

ISO 45001 requires CAPA. Most operations log them; few close them effectively. Here is how to track corrective actions to verified closure and prove the loop.

11 May 2026
HEINRICH · BIRD PYRAMID1Major injury / fatality29Minor injuries300Near-misses3,000+At-risk behavioursCapture the base of the pyramid to prevent the topFOUR PILLARS · WORKING REPORTING PROGRAM1Simple capture2Fast acknowledgement3Visible action4Protection from blame
EHS Operations·9 min read

Building a Near-Miss Reporting Program That Workers Use

Near-misses outnumber major injuries 300 to 1 (Heinrich, 1931). The reporting program that captures them prevents the next incident. Here is how to build one.

11 May 2026
BEFORESpreadsheets & paperincidents.xlsxaudit-Q3.xlsxPTW-march.pdfUnderreportingData trapped in silosAudits take weeksNo pattern detectionWITH HALOEHSOne unified platformAI · LIVEObserveconnectedInvestigateconnectedAuditconnectedTrackconnected30-second reportingPattern detectionOne-click auditsClosed-loop CAPA
Safety Leadership·7 min read

Why EHS Software Matters: The Real Cost of Paper

Spreadsheet-driven EHS programs miss patterns and fail audits. With US workplace injuries costing $58.5B/yr, the upgrade case is data-driven.

25 Apr 2026
5 WHYS · ROOT CAUSE CASCADEINCIDENTWorker slippedWHY 1Water on floorWHY 2Pipe leakingWHY 3Fitting corrodedWHY 4Missed maintenanceWHY 5Schedule gapROOT CAUSEMaintenance schedule gapPEEPO · 5 FACTOR CATEGORIESPPeopleEEquipmentEEnvironmentPProcessOOrganizationCombine both: PEEPO finds where to look, 5 Whys finds the root cause
EHS Operations·9 min read

Incident Investigation: 5 Whys & PEEPO Field Guide

How to run incident investigations that prevent recurrence. The 5 Whys finds root cause, PEEPO finds blind spots, and BLS data shows 2.8M reasons it matters.

21 Apr 2026
Worker speaks"Slip hazard, Bay 3"VOICEHALOEHS · AITranscribespeech-to-textClassifytype · severity · locationAuto-routeto right reviewerDATAOBSERVATION● OPENTYPESlip hazardSEVERITYMEDIUMLOCATIONLoading Bay 3REPORTED28 Apr 2026 · 14:32Total time: under 30 seconds· zero typing
AI-Powered Safety·6 min read

Why Voice-First Reporting Beats Forms for EHS

Typing kills frontline adoption. BLS data shows 2.8M US injuries in 2022, with underreporting studies saying the true count is higher. Voice fixes it.

7 Apr 2026