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Deployment patterns
In short
This site publishes no named customers, no logos, no testimonials and no performance figures, because none have been supplied for publication. What it publishes instead is how deployments of each kind are actually structured, and how their results are measured — which is more useful to an evaluator anyway.
Why
By sector
Airports
A screening-area queue measurement, a commercial dwell zone and an airside perimeter segment, delivered into the existing VMS and an operations dashboard.
Outcomes are measured against the terminal’s own baseline during the pilot. Ayonix does not publish performance figures from other airports, because terminal geometry, camera estate and passenger behaviour do not transfer between sites.
Full sector detail →Railway and metro
Density regions on platforms, stair approaches and concourse, gate-line counting, and schedule-aware restricted-area rules, delivered into the control room with automatic camera call-up.
Band thresholds are calibrated to your own stations during the pilot. Figures from other networks are not transferable, because platform geometry, timetable density and passenger behaviour differ substantially.
Full sector detail →Smart cities
Directional vehicle and pedestrian counting at junctions, area occupancy in car parks, and density banding in public spaces, delivered as aggregate series to city platforms.
Counting accuracy is validated against manual counts on your own junctions during the pilot. Figures from other cities are not transferable because camera geometry, traffic mix and congestion patterns differ.
Full sector detail →Retail
Entrance counting, checkout queue measurement, display dwell and a shop-floor heatmap, delivered to a retail dashboard with conversion where transaction data is joined.
Improvements are measured against your own pre-change baseline during the pilot. Ayonix publishes no uplift figures from other retailers, because store format, catchment and trading patterns do not transfer.
Full sector detail →Shopping malls
Complete entrance counting, inter-level route volumes, zone reach and occupancy thresholds, delivered to leasing, marketing and operations with documented coverage.
All figures are measured on your own centre. No footfall or reach benchmarks from other centres are published, because catchment, layout and anchor mix make them misleading.
Full sector detail →Hospitality
Reception queue measurement, lobby and lounge occupancy, restaurant entrance counting and event-space utilisation, with private areas excluded by design.
Staffing and utilisation improvements are measured against the property’s own baseline. No benchmarks from other properties are published.
Full sector detail →Factories
Schedule-aware restricted-zone rules, perimeter detection and gate vehicle movement, recorded in full and notified on exceptions only.
Nuisance-alarm reduction and entry recall are measured against your own plant baseline during the pilot. No figures from other plants are published.
Full sector detail →Warehouses and logistics
Bay occupancy and trailer dwell for the yard team, plus schedule-aware dock and perimeter security rules delivered to the VMS and monitoring centre.
Turnaround and occupancy accuracy are measured on your own yard during the pilot. Figures from other depots are not transferable because layout and camera geometry differ.
Full sector detail →Construction
Out-of-hours perimeter and compound rules with remote monitoring delivery, gate crossing timestamps for delivery reconciliation, and a scheduled zone re-verification cadence.
Detection performance is measured on your own site and re-measured after significant layout changes, because construction geometry does not stay constant.
Full sector detail →Critical infrastructure
Edge or air-gapped perimeter and restricted-area detection with local evidence, immutable audit logging and delivery into the isolated operations network.
Recall and irrelevant-alert rates are measured on your own sites under real night and weather conditions. No cross-site benchmarks are published.
Full sector detail →Parking
Per-deck area occupancy driving entrance and deck signage, entry and exit counting, and restricted-bay dwell, with ANPR only where separately justified.
Occupancy accuracy is validated against a physical audit on your own site. No accuracy figures from other car parks are published, because camera height and layout determine the result.
Full sector detail →Healthcare
Car park occupancy and entrance counting first, waiting-area occupancy where governance permits, and schedule-aware access rules on estates infrastructure.
All measurement is validated on your own site. No figures from other trusts or hospitals are published.
Full sector detail →Education
Out-of-hours perimeter detection, building entrance counting and doorway-derived space utilisation, with teaching spaces excluded by design.
Utilisation and detection performance are measured on your own campus. No cross-institution benchmarks are published.
Full sector detail →Corporate buildings
Complete doorway counting per space, derived floor and room occupancy with scheduled resets, and out-of-hours access rules on plant areas.
Utilisation is measured on your own buildings with documented boundary completeness. No benchmarks from other estates are published.
Full sector detail →Stadiums and events
Gate throughput counting during ingress, calibrated concourse density banding during the event, and zone occupancy against venue limits, with event-profile switching per fixture.
Bands are calibrated to your own venue and your own crowd-safety plan across multiple fixtures. No thresholds or figures from other venues are published.
Full sector detail →The only figures worth trusting are the ones measured on your cameras, in your conditions, against criteria you agreed in advance. That is what a controlled pilot produces.