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S·03 · SAFETY & INCIDENT RESPONSE

Knowing during, not after

Recognizing hazardous situations, unsafe behavior and developing incidents as they unfold — slips and falls, restricted-area access, unsafe practices, crowding — so teams can intervene early rather than review footage after harm is done.

The window between a developing incident and the harm it causes NORMAL BAND INTERVENE EARLY FOOTAGE REVIEWED DESTABILIZATION RECOGNIZED HARM STABLE — ROUTINE OPERATION WINDOW TO ACT AFTER — REVIEW ONLY CONVENTIONAL: KNOWING STARTS HERE
FIG 01 — THE MOMENT OF KNOWING, MOVED FROM AFTER TO DURING ILLUSTRATIVE · NOT MEASURED DATA
01 / 05

Most camera systems are a record, not a witness

Ask what a site's cameras are actually for, and the honest answer is usually evidence. They run, they record, and somebody opens the footage after a person is already on the floor — to establish what happened, who was responsible, and what the claim is likely to cost. The recording is excellent. It is also entirely retrospective. Every frame of it existed in real time; nobody was looking at that frame.

This is not a failure of diligence. A control room with a wall of feeds cannot be watched, and the arithmetic is unforgiving: attention is singular, and it has to be allocated before you know where the incident will be. Operators end up watching the screens where something has gone wrong before, which is a reasonable heuristic and a poor safety strategy. Incidents do not announce which feed to look at.

They do, however, tend to announce themselves. Harm is rarely instantaneous. A spill sits on the floor for minutes before someone walks through it. A ladder is set at a bad angle before anyone climbs it. A worker steps inside a machine guard before the cycle starts. Crowding at a doorway builds before it becomes a crush. Between the condition and the consequence there is a window — sometimes seconds, often minutes, occasionally hours — and it is almost always real.

Scene understanding is what makes that window usable. Because the platform reads behavior as a sequence rather than a frame, it recognizes the developing state and not just the aftermath, and it can put that state in front of a human while there is still something to do about it. Nothing about the cameras changes. What changes is when you find out.

02 / 05

Written down afterwards, and not all of it

These are the figures that exist. Every one of them is assembled after the event, from what employers reported — and in Great Britain the regulator estimates that around half of the reportable non-fatal injuries never reach it at all.

0%

of employer-reported non-fatal workplace injuries in Great Britain are slips, trips or falls on the same level — the single largest cause, ahead of handling and lifting (17%) and being struck by a moving object (10%)

Slips, trips and falls lead the reported causes SLIPS, TRIPS, FALLS — SAME LEVEL 30% HANDLING AND LIFTING 17% STRUCK BY MOVING OBJECT 10%

SRC · HSE, RIDDOR 2024/25

~50%

of RIDDOR-reportable non-fatal injuries are estimated to be reported by employers at all — the regulator's own assessment of its reporting regime

About half of reportable injuries reach the record REPORTED ESTIMATED NOT REPORTED HSE ESTIMATE · NON-FATAL INJURY

SRC · HSE, 2024/25

0

fatal accidents at work across the EU in 2023, alongside 2.82 million non-fatal accidents causing at least four days of absence

Fatal and non-fatal accidents at work, on a log scale FATAL — 3,298 LOG SCALE NON-FATAL, 4+ DAYS — 2.82M 1K 10K 100K 1M 10M

SRC · EUROSTAT, 2023

$0.0TN

estimated cost of work-related deaths and injuries to the United States in 2023 — to the nation, employers and individuals

A cost carried by the nation, employers and individuals TOTAL COST · 2023 NATION EMPLOYERS INDIVIDUALS COMPREHENSIVE SOCIETAL COST

SRC · NATIONAL SAFETY COUNCIL, VIA OSHA

Every figure here was written down once the event was over. That is what a record is for. It is a different thing from knowing while there is still something to do.

03 / 05

What the platform reads as an incident develops

Hazard is a relationship between a person, a place and a moment. The platform reads all three at once — and, crucially, watches how they change.

C·01 · CONDITIONS

Hazards as states, not flashes

A spill, an obstruction, a propped fire door, a load left in a walkway: these are recognized as conditions that persist and stay live until they are cleared — not as a single instant that scrolls off a screen.

C·02 · MOTION

Posture, pace and stillness

Falls, slips, collapses and struggling movement have distinct temporal signatures. So does the opposite: a person who has stopped moving somewhere that people never stop.

C·03 · RULES OF THE SPACE

What is safe here, right now

Machine guarding, exclusion zones during a lift, protective equipment, occupancy limits, temporary closures — each area carries its own live conditions, and behavior is judged against them.

What it reads

  • Falls, slips and collapses — and the stillness that follows them
  • Entry into restricted or temporarily hazardous areas: lift zones, live plant, closed sections
  • Unsafe practice — working at height without protection, bypassed guarding, blocked egress
  • Spills, obstructions and dropped loads as persistent conditions with a clock running
  • Crowding and queue build-up at doors, stairs, platforms, lanes and counters
  • Lone working in higher-risk areas, and the absence of the usual second person
  • Vehicle and pedestrian interaction in yards, docks and service areas

What it flags

  • A hazardous condition that has been present and unaddressed for too long
  • A person entering an area that has just become dangerous
  • Density and flow at an exit trending towards an unsafe state
  • Equipment operated outside its safe procedure, or without required protection
  • A fall — and, more tellingly, a fall to which nobody has responded
  • Someone motionless in a place where stopping is itself the anomaly
  • Repeated near-misses at the same corner, doorway or workstation
04 / 05

What early actually buys you

Every safety programme is a race between a developing condition and somebody noticing it. Scene understanding does not remove the hazard — it changes who gets there first.

Earlier

The alert arrives while the situation is still developing, when the response is a radio call rather than an incident report.

MOMENT OF KNOWING MOVES

Every feed, always

Coverage stops depending on which camera an operator happened to have on screen at the time.

ATTENTION IS NO LONGER THE LIMIT

Causes, not only events

Near-misses repeating in the same aisle, doorway or bay surface as a pattern to engineer out, rather than a stack of unconnected reports.

PREVENTION, NOT ONLY RESPONSE

Move the moment of knowing

Bring us a site and the hazards that actually worry you. We will show you what the platform sees while they develop — and how much of the window it hands back to your team.

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