Use case 03

AI safety monitoring for ports, gantry cranes and cargo yards

Cargo operations mix heavy machinery, moving vehicles and people on foot in the same few metres. We build vision-based safety monitoring that watches restricted zones, PPE compliance and load hazards continuously across sea, air and inland terminals.

The problem: the highest-risk metres are the least observed

In a container yard or airside cargo area, the dangerous moment is always brief — a worker cutting under a suspended load to save thirty seconds, a reversing trailer with a person in its blind spot, someone stepping into a gantry travel path while a move is underway. Supervisors know these behaviours happen. What they lack is any way to see them as they occur across a site measured in hectares, on three shifts, in all weather.

The usual response is more rules and more paperwork. Toolbox talks are held, checklists are signed, and incidents still occur in the same handful of locations, because nothing in the system detects the near-miss that precedes them. Investigations then rely on recollection and, at best, a manual trawl through hours of recorded footage.

How our solution works

We start by defining the geometry of risk with your safety team: which zones are restricted during which operations, what separation is required between people and equipment, where PPE is mandatory, and which paths pedestrians are permitted to use. Those definitions are drawn onto each camera view so the system understands the site, not just the picture.

Vision models then detect and track people, vehicles and equipment on the existing CCTV network. The system raises alerts for the conditions that matter: a person inside a restricted or travel zone during an active move, entry under or near a suspended load, missing helmet or high-visibility vest, a pedestrian in a vehicle path, or a vehicle exceeding the yard's speed rule where that is measurable from the view.

Alerts go to the people who can intervene — control room, yard supervisor, shift in-charge — with a clip and a location. In parallel, everything is aggregated into near-miss analytics: which zones generate the most breaches, at which hour, during which operation. That converts safety from a monthly meeting into a weekly management number, and gives investigators indexed footage instead of a search.

What is delivered

  • ✓Restricted-zone and travel-path breach detection during active operations
  • ✓PPE compliance checks for helmets and high-visibility clothing in mandatory areas
  • ✓Suspended-load and pedestrian–vehicle proximity hazard alerts
  • ✓Zone drawing and rule configuration workshop with your safety team
  • ✓Control-room alerting with event clips, plus near-miss trend analytics by zone and shift
  • ✓Indexed event archive with retention limits to support incident investigation

Who it is for

Sea port and container terminal operators, airport cargo handlers, inland container depots, bulk and warehouse yards, steel and cement plants with heavy material movement, and crane and equipment operators managing safety across client sites. The typical buyer is an EHS or terminal operations head under real regulatory and insurance pressure.

This work needs a site with genuine machinery–people interaction and existing camera infrastructure. A small warehouse with a single forklift will get more from layout changes and training than from monitoring. Large, busy, multi-shift yards are where continuous observation pays for itself.

Frequently asked questions

Will this work outdoors in rain, dust and at night?

Outdoor conditions do affect accuracy, which is why we assess your actual footage across shifts and weather before committing to detection targets. Where a view is unusable at night, additional lighting or a repositioned camera is usually cheaper than accepting a blind spot.

Can it integrate with crane or terminal systems?

Alerts can be pushed to the systems your team already watches, and detections can be enriched with operational data where an interface exists. Any control-side interlock is a decision for your equipment vendor and safety engineers, not something we impose.

How do you avoid alert fatigue in a busy yard?

By being strict about zones and severity. Only defined restricted areas and genuinely hazardous conditions generate live alerts; everything else becomes a shift report. During the pilot we tune until supervisors trust the alerts enough to act on them.

Is this a replacement for safety officers?

No. It gives safety officers continuous eyes on areas they cannot stand in, and an objective record for toolbox talks and incident reviews. Judgement, training and enforcement stay with your team.

Put continuous eyes on your yard

Share your camera coverage and the zones that worry you. We will assess feasibility on your real footage and propose a pilot scope with clear success measures.

Book a free consultation