Eighteen ways to read the cameras you already have.
Pick your industry to see the use cases that matter there. Every one runs on existing CCTV, side by side on one platform.
Sample footage (Intel sample videos, CC BY 4.0; Mixkit) with live detection boxes from an object-detection model.
18 use cases, grouped by what the camera reads.
Showing every industry. Each one opens a detailed page with what it reads, where it is used and the alerts your team gets.
Flow and throughput
How people and vehicles move, wait and clear, measured continuously instead of estimated at a glance.
5 use cases
Queue and wait time
Know the wait before anyone complains.
- Reads
- People in queue, join-to-clear wait, lane throughput, peak hour
- Used in
- Checkpoints, counters, entry gates, service desks

Occupancy and density
See how full every space is, as it fills.
- Reads
- People or objects per zone, density over time, heatmaps
- Used in
- Halls, platforms, collection points, waiting areas

Vehicle dwell and bay occupancy
Clear overstays and free bays faster.
- Reads
- Arrivals, dwell per bay, overstays, counts by vehicle type
- Used in
- Loading docks, kerbs, yards, depots

Scheduled service arrival
Confirm every arrival, even where GPS can’t.
- Reads
- Arrival and departure against schedule, dwell at stop, headway
- Used in
- Shuttle bays, depots, pickup zones

Baggage reclaim
First bag to last bag, timed on every carousel.
- Reads
- First and last bag, first and last passenger, bag density on the belt
- Used in
- Reclaim carousels, oversize belts, transfer halls
Asset and process
What equipment, containers and processes are actually doing, minute by minute, with every step on the record.
5 use cases
Machine and equipment state
Every stop recorded, whether or not anyone was watching.
- Reads
- Loaded, idle or stopped; runtime; stop duration; micro-stops
- Used in
- Production lines, conveyors, fixed equipment

Process milestones
Every step timestamped and reconciled with your record.
- Reads
- Each step of a multi-party process, matched to your system of record
- Used in
- Turnarounds, changeovers, batch cycles, handovers

Asset tracking and dwell
Know where assets are and how long they’ve sat.
- Reads
- Asset ID, location, entry and exit, dwell time
- Used in
- Storage areas, cold stores, warehouses

Aircraft turnaround
Every ground event timestamped, and a predicted off-block time you can trust.
- Reads
- Aircraft on stand, chocks, aerobridge, catering, fuel, belt loader and pushback events
- Used in
- Contact and remote stands, aprons

ULD identification and storage
Every container identified, with its time in storage.
- Reads
- ULD ID number, entry and exit from the storage area, dwell time, lane occupancy
- Used in
- ULD storage areas, cargo terminals, baggage make-up
Safety and security
Who is where, how close they came, whether they should be there, and what has been left behind.
5 use cases
Person–vehicle proximity
A measured gap in metres, not an eyewitness account.
- Reads
- Closest point, distance in metres, threshold breach, snapshot
- Used in
- Aisles, docks, yards, aprons

Restricted zones and line crossing
Know the moment someone crosses the line.
- Reads
- Crossings by line and zone, snapshot at entry, time inside
- Used in
- Perimeters, restricted and hazardous areas

PPE and compliance
Compliance observed on every shift, not spot-checked.
- Reads
- Hair nets, hi-vis, helmets, required equipment
- Used in
- Hygiene zones, worksites, controlled areas

Plate recognition and access
Know every vehicle at every gate.
- Reads
- Plate read and match, permit or booking match, entry, exit, length of stay
- Used in
- Gates, car parks, controlled lanes

Unattended object detection
A bag left alone is flagged in minutes, not at the next patrol.
- Reads
- An object left without a person nearby, time unattended, the frame when it was left
- Used in
- Terminals, concourses, stations, lobbies
Quality and loss
What should not be there, caught at the point it starts rather than at the end of the shift.
3 use cases
Foreign object detection
Catch contamination at the point it enters.
- Reads
- Object class, confidence, location at the point of entry
- Used in
- Infeeds, inlets, open conveyors

Spill and floor hazard
Flagged at the drop, not the next walk-through.
- Reads
- Material outside a container boundary, its location and extent
- Used in
- Warehouses, cold stores, process floors

Presentation and packaging check
Presentation checked on every unit that passes.
- Reads
- Product presentation, packaging present and correct, steps followed
- Used in
- Packing lines, dispatch, inspection points
Where it works today.
The same platform, read differently in each place. Pick an industry to filter the list above.
From kerb to stand.
Queues at screening, crowds in the terminal, bags on the carousel, containers in storage and every event in an aircraft turnaround.
From infeed to dispatch.
Machine stops, changeovers, contamination, packaging faults, PPE at the hygiene door and people who step into a robot cell.
From gate to dock to bay.
Plates at the gate, trucks at the dock, pallets and cages in staging, and people working close to forklifts.
Lobbies, campuses and car parks.
Visitors waiting at reception, how full each space is, shuttles that arrive late and bags left behind.