Field notes on workplace safety, computer vision, and turning the cameras you already own into something that prevents incidents — not just records them.
HeatNine in ten worker heat exposures happen outside a declared heatwave, and almost half of heat deaths fall on someone's first day. A sourced guide to WBGT thresholds, the acclimatisation gap, the Gulf midday break rules, and what a 12:30–15:00 ban doesn't cover.
RegulationEveryone quotes the AED 200,000 figure. Almost nobody explains how you get there. The penalty mechanic, the sanctions that hurt more than the fine, the twelve-month repeat clock, and six things worth doing before the grace period closes.
ZonesConfined spaces are among the deadliest environments on any worksite — and a large share of the victims are would-be rescuers. A practical guide to atmospheric hazards, the entry permit system, key roles, and why rescue planning saves lives.
AIAI is shifting workplace safety from reactive to preventive. How computer vision on existing cameras stops accidents in real time, and how predictive analytics forecasts risk before anyone gets hurt.
FireMost industrial fires start from a small set of well-understood causes — which means most are preventable. The fire triangle, common ignition sources, prevention measures, and why early detection decides the outcome.
ZonesSome places on a worksite simply can't be made safe — so you keep people out. Why restricted zones exist, how to define and enforce them, and the controls that keep workers out of harm's way.
FallsFalls are the leading cause of death in construction. A practical guide to fall hazards, the hierarchy of fall protection, what regulators require, and the mistakes that turn a routine job into a fatal one.
PPEPersonal protective equipment is the last line of defense — and the one most exposed to human factors. The main types of PPE, why compliance slips, and proven ways to raise compliance rates.
VehiclesForklifts are a leading cause of serious injury in warehouses. Why forklift–pedestrian collisions happen, the separation strategies that prevent them, and why near-miss data matters.
DeploymentWhere should workplace video analytics run — at the edge or in the cloud? A neutral primer on the privacy, bandwidth, cost and latency trade-offs, and when each approach fits.
A 30-minute live demo on your shift schedule. We bring the model. You bring a camera feed.