From the FloorIndependent industrial-safety intelligence, ground truth for safe work.https://fromthefloor.news/An AI can draft your JHA. It cannot do it.https://fromthefloor.news/articles/ai-generated-jha/https://fromthefloor.news/articles/ai-generated-jha/A language model writes a job hazard analysis from generic patterns, not from your floor, so it will omit the site-specific hazard a walkdown would catch and dress the omission in confident, standard-sounding prose.Sat, 18 Jul 2026 00:00:00 GMTThe drone saw the tank. It did not enter it.https://fromthefloor.news/articles/drone-inspection-not-entry/https://fromthefloor.news/articles/drone-inspection-not-entry/Inspection drones genuinely cut hazardous entries and work at height for the look, but a camera sees surfaces, not what is behind them, and it never removes the entry that repair still requires.Fri, 17 Jul 2026 00:00:00 GMTThe trench that was safe yesterdayhttps://fromthefloor.news/articles/trench-protective-system-soil/https://fromthefloor.news/articles/trench-protective-system-soil/Cave-in protection is not the trench box in your yard; it is today's competent-person inspection matching the protective system to the soil as it actually is right now.Thu, 16 Jul 2026 00:00:00 GMTKeep the hand out of the path, not just in a glovehttps://fromthefloor.news/articles/line-of-fire-hand-injuries/https://fromthefloor.news/articles/line-of-fire-hand-injuries/Most serious hand injuries happen because a body part was placed in the line of released energy, so the durable control is redesigning the task so the hand is never in that line, not a cut-resistant glove and a reminder to keep clear.Wed, 15 Jul 2026 00:00:00 GMTZero is a vision, not a scoreboardhttps://fromthefloor.news/articles/zero-harm-goal-underreporting/https://fromthefloor.news/articles/zero-harm-goal-underreporting/Attach recognition and pressure to a zero-injury number and you give everyone a reason to keep injuries off the log rather than out of the workplace, so the reported figure can fall while the real risk holds or climbs.Tue, 14 Jul 2026 00:00:00 GMTThe signed roster proves attendance, not awarenesshttps://fromthefloor.news/articles/toolbox-talk-attendance/https://fromthefloor.news/articles/toolbox-talk-attendance/A toolbox-talk signature sheet documents who stood in the room, not whether anyone understood the hazard or that the day's actual risks were named.Mon, 13 Jul 2026 00:00:00 GMTYour audit score measures the audit day, not the riskhttps://fromthefloor.news/articles/audit-score-vs-risk/https://fromthefloor.news/articles/audit-score-vs-risk/A high third-party audit score certifies documentation and a well-run visit, not that a serious hazard is controlled on an ordinary unannounced day.Sun, 12 Jul 2026 00:00:00 GMTNobody who signs the lift plan owns the groundhttps://fromthefloor.news/articles/lift-plan-ground-conditions-owner/https://fromthefloor.news/articles/lift-plan-ground-conditions-owner/OSHA puts ground conditions on the controlling entity, so a lift checklist that has the crane crew tick off ground bearing capacity is collecting a signature from the one party that cannot fix, and usually cannot see, the thing most likely to drop the crane.Thu, 09 Jul 2026 00:00:00 GMTThe explosion that kills is the second onehttps://fromthefloor.news/articles/combustible-dust-secondary-explosion/https://fromthefloor.news/articles/combustible-dust-secondary-explosion/The primary blast is rarely what kills. It lofts the dust that has settled on beams and ledges overhead, and that secondary explosion is the one that levels the building.Wed, 08 Jul 2026 00:00:00 GMTNear-miss reporting dies where blame liveshttps://fromthefloor.news/articles/near-miss-reporting-blame/https://fromthefloor.news/articles/near-miss-reporting-blame/A plant that reports almost no near misses isn't safe, it's quiet. And a rising near-miss count is usually a sign of health, not danger.Sun, 05 Jul 2026 00:00:00 GMTAn exoskeleton moves the load, the question is wherehttps://fromthefloor.news/articles/exoskeletons-msd-question/https://fromthefloor.news/articles/exoskeletons-msd-question/Occupational exos don't erase strain, they redistribute it. Measure the transfer, not comfort.Thu, 02 Jul 2026 00:00:00 GMTComputer vision's real job isn't watching for hard hatshttps://fromthefloor.news/articles/computer-vision-beyond-ppe/https://fromthefloor.news/articles/computer-vision-beyond-ppe/PPE detection is the easy, low-value use of vision. Struck-by events are among the incidents that actually kill people, and that is where vision has to prove it can see a person in the line of fire.Wed, 01 Jul 2026 00:00:00 GMTA digital twin is only as safe as its last updatehttps://fromthefloor.news/articles/digital-twins-process-safety/https://fromthefloor.news/articles/digital-twins-process-safety/Fed stale P&IDs and drifted parameters, a twin gives confident wrong answers, and the data upkeep is the cost the demo hides.Tue, 30 Jun 2026 00:00:00 GMTThe safety dashboard that only tells you the pasthttps://fromthefloor.news/articles/safety-dashboards-lagging-vs-leading/https://fromthefloor.news/articles/safety-dashboards-lagging-vs-leading/Count the metrics on any safety dashboard. If most describe what already happened, you bought a compliance record, not an early-warning system.Mon, 29 Jun 2026 00:00:00 GMTLockout/tagout that survives a rushed shift changehttps://fromthefloor.news/articles/lockout-tagout-shift-change/https://fromthefloor.news/articles/lockout-tagout-shift-change/The written procedure isn't the control. The handoff between shifts is where energy isolation actually fails, and it's the part audits rarely test.Sat, 27 Jun 2026 00:00:00 GMTWearables promised fewer slips. What the evidence actually shows.https://fromthefloor.news/articles/safety-wearables-evidence/https://fromthefloor.news/articles/safety-wearables-evidence/A 12-week pilot can't tell you whether a sensor works, because the attention around the pilot moves the numbers as much as the device does.Fri, 26 Jun 2026 00:00:00 GMT"AI-powered" PPE detection, read literallyhttps://fromthefloor.news/articles/ai-ppe-detection-limits/https://fromthefloor.news/articles/ai-ppe-detection-limits/Camera systems verify one thing, that a piece of equipment is visible in frame. That's the bottom of the hierarchy of controls, dressed up as safety intelligence.Thu, 25 Jun 2026 00:00:00 GMTThe like-for-like swap is the failure modehttps://fromthefloor.news/articles/management-of-change-shortcut/https://fromthefloor.news/articles/management-of-change-shortcut/The MOC step skipped under schedule pressure isn't a footnote to the incident, it is the incident.Wed, 24 Jun 2026 00:00:00 GMTThe trigger is the control, not the workerhttps://fromthefloor.news/articles/heat-stress-thresholds/https://fromthefloor.news/articles/heat-stress-thresholds/Work-rest cycles keyed to measured WBGT thresholds outperform a toughness culture.Tue, 23 Jun 2026 00:00:00 GMTThe danger lives in the seam between employershttps://fromthefloor.news/articles/contractor-multi-employer-seams/https://fromthefloor.news/articles/contractor-multi-employer-seams/On mixed sites, incident risk concentrates at the interface between employers, who owns that seam predicts outcomes more than either party's own program.Mon, 22 Jun 2026 00:00:00 GMTThe rescue plan you never drilledhttps://fromthefloor.news/articles/confined-space-rescue-drill/https://fromthefloor.news/articles/confined-space-rescue-drill/A permit that names a rescue plan means nothing if no one has practiced it, and "call 911" is usually too slow.Sun, 21 Jun 2026 00:00:00 GMTA lone-worker app is only as good as who answershttps://fromthefloor.news/articles/lone-worker-apps-response-time/https://fromthefloor.news/articles/lone-worker-apps-response-time/The check-in isn't the safeguard, the escalation behind it is. The real metric is measured time-to-rescue.Sat, 20 Jun 2026 00:00:00 GMTMore alarms, slower responsehttps://fromthefloor.news/articles/connected-worker-alarm-fatigue/https://fromthefloor.news/articles/connected-worker-alarm-fatigue/Past a threshold, adding alerts raises response latency instead of lowering it.Fri, 19 Jun 2026 00:00:00 GMTCounting observations isn't reducing incidentshttps://fromthefloor.news/articles/behaviour-based-safety-counting/https://fromthefloor.news/articles/behaviour-based-safety-counting/If your BBS KPI is observation volume, you will get observations, not fewer injuries.Thu, 18 Jun 2026 00:00:00 GMTCollaborative removes the cage, not the hazardhttps://fromthefloor.news/articles/cobots-collaborative-validation/https://fromthefloor.news/articles/cobots-collaborative-validation/A cobot is safe only when its speed-and-separation monitoring or power-and-force limits are validated for the specific task, payload, and tooling in front of it, not because the machine is sold under the label collaborative.Tue, 16 Jun 2026 00:00:00 GMTAn AR overlay is only as honest as the procedure behind ithttps://fromthefloor.news/articles/ar-guided-lockout-data/https://fromthefloor.news/articles/ar-guided-lockout-data/Augmented reality can enforce a correct isolation sequence and cut skipped steps, but an AR overlay built on an outdated energy-control procedure is more dangerous than paper because it turns a wrong instruction into a confident one.Sat, 13 Jun 2026 00:00:00 GMTA gas map is only as fast as who answers ithttps://fromthefloor.news/articles/connected-gas-detection-response/https://fromthefloor.news/articles/connected-gas-detection-response/Networked gas sensors can turn point readings into a live area exposure map, but the value is set by alarm routing and who owns the response, not by how many sensors you hang.Tue, 09 Jun 2026 00:00:00 GMTThe fire starts after you put the torch downhttps://fromthefloor.news/articles/hot-work-fire-watch-window/https://fromthefloor.news/articles/hot-work-fire-watch-window/Many hot-work fires ignite after the cutting stops, during or after the fire watch, so the post-job window is the control that prevents them, and it is the one most programs shortcut.Tue, 02 Jun 2026 00:00:00 GMTA stop-work program with zero stoppages is the warninghttps://fromthefloor.news/articles/stop-work-authority-zero-stoppages/https://fromthefloor.news/articles/stop-work-authority-zero-stoppages/Stop-work authority written into a policy is not a control; the only evidence it is real is that people actually invoke it and pay no lasting cost when they do, so a clean record of zero stoppages is a warning sign, not a trophy.Tue, 26 May 2026 00:00:00 GMTThe guard passed the audit. The bypass is still running.https://fromthefloor.news/articles/defeated-interlocks-machine-guarding/https://fromthefloor.news/articles/defeated-interlocks-machine-guarding/On a real line the exposure is rarely a missing guard; it is an interlock defeated for throughput, cleaning, or a jam at changeover, and that defeat is invisible to an inspection that only checks the guard is present.Tue, 19 May 2026 00:00:00 GMTA low TRIR isn't a safe site. It's a small number.https://fromthefloor.news/articles/trir-small-number/https://fromthefloor.news/articles/trir-small-number/Because the recordable rate is a low-count figure shaped by case management and the first-aid line, a falling TRIR can sit right alongside rising fatality exposure, so benchmarking budget to an industry average can steer money away from what kills people.Tue, 12 May 2026 00:00:00 GMTYour culture score went up. That tells you almost nothing.https://fromthefloor.news/articles/safety-culture-score-sentiment/https://fromthefloor.news/articles/safety-culture-score-sentiment/A rising safety-climate score measures who answered and how they felt, not whether exposure or incidents fell, so treat it as one input and never as an outcome.Tue, 05 May 2026 00:00:00 GMTA prequal grade vets the paperwork, not today's crewhttps://fromthefloor.news/articles/contractor-prequalification-grade/https://fromthefloor.news/articles/contractor-prequalification-grade/A contractor's prequal score rates its history and programs; it cannot tell you whether today's specific crew is trained, competent, and working safely on your site.Tue, 28 Apr 2026 00:00:00 GMTYour calibration log proves the meter works, not the workerhttps://fromthefloor.news/articles/gas-detector-calibration-log/https://fromthefloor.news/articles/gas-detector-calibration-log/A bump-test or calibration record verifies device integrity; it says nothing about whether the monitor was worn, powered, in the breathing zone, and heeded.Tue, 21 Apr 2026 00:00:00 GMTNobody is driving, which is the point and the problemhttps://fromthefloor.news/articles/amr-pedestrian-validation/https://fromthefloor.news/articles/amr-pedestrian-validation/Removing the human driver from a warehouse vehicle removes some errors and introduces new ones, so safety around AMRs now rests on validated, safety-rated sensing and the standard the vehicle was commissioned to, not on the word autonomous.Tue, 14 Apr 2026 00:00:00 GMTThe beep is not the barrierhttps://fromthefloor.news/articles/proximity-detection-warning/https://fromthefloor.news/articles/proximity-detection-warning/Proximity-detection systems can cut struck-by risk, but a system that only warns sits low in the hierarchy of controls, and its value hinges on whether it stops the machine or merely tells you it should have.Tue, 07 Apr 2026 00:00:00 GMTWatching the eyelids instead of fixing the rosterhttps://fromthefloor.news/articles/fatigue-detection-vs-roster/https://fromthefloor.news/articles/fatigue-detection-vs-roster/Fatigue-detection wearables and in-cab cameras catch the microsleep, but fatigue is a scheduling problem, so detection without a roster change just surveils the symptom and moves the blame onto the tired worker.Tue, 31 Mar 2026 00:00:00 GMTThe fit test is not the programhttps://fromthefloor.news/articles/respirator-program-fit-test/https://fromthefloor.news/articles/respirator-program-fit-test/A passing annual fit test proves a seal on one face on one day; if you cannot name your cartridge change schedule and your medical clearance process, you do not have a respirator program.Tue, 24 Mar 2026 00:00:00 GMTLadder-last: the fall usually started with the wrong accesshttps://fromthefloor.news/articles/ladder-last-designing-out/https://fromthefloor.news/articles/ladder-last-designing-out/Most ladder injuries are not a training problem; they are a task that should never have been done from a ladder, so the durable fix is removing the ladder, not retraining the user.Tue, 17 Mar 2026 00:00:00 GMTSeparate people from trucks by design, not by hopehttps://fromthefloor.news/articles/forklift-pedestrian-separation/https://fromthefloor.news/articles/forklift-pedestrian-separation/If pedestrians and powered industrial trucks share the same floor and the only thing keeping them apart is attention, the control has already failed.Tue, 10 Mar 2026 00:00:00 GMTRate-based safety bonuses buy silence, not safetyhttps://fromthefloor.news/articles/rate-based-incentives-underreporting/https://fromthefloor.news/articles/rate-based-incentives-underreporting/If your incentive pays out for a low recordable rate, you are rewarding non-reporting alongside actual safety, and OSHA has formally warned that such programs can unlawfully discourage reporting.Tue, 03 Mar 2026 00:00:00 GMTYour e-permit system digitized the form, not the controlhttps://fromthefloor.news/articles/epermit-form-not-control/https://fromthefloor.news/articles/epermit-form-not-control/If your e-permit rollout raised issuance speed and completion rates without adding field verification steps, you improved paperwork, not safety.Tue, 24 Feb 2026 00:00:00 GMT'Retrained the employee' is the corrective action that corrects nothinghttps://fromthefloor.news/articles/retrained-corrective-action/https://fromthefloor.news/articles/retrained-corrective-action/Closing an incident with counseling and retraining treats a system failure as a personal one, and it leaves every condition that produced the incident exactly where it was.Tue, 17 Feb 2026 00:00:00 GMTYour '100% trained' dashboard measures clicks, not competencehttps://fromthefloor.news/articles/training-completion-vs-competence/https://fromthefloor.news/articles/training-completion-vs-competence/A completion rate proves people advanced through modules; it does not prove anyone can perform the task safely, and OSHA has said so for decades.Tue, 10 Feb 2026 00:00:00 GMT