Small Retailer
Foundations Metrics
Door-level Measurement Basline
In / Out Counting
Uses stereo vision to track directional entry and exit events at entrances for accurate traffic and performance analysis.
Outside Traffic
Pedestrian flow measurement at storefront enabling accurate, mathematically sound conversion modelling.
Visit Duration
Measures time between entry and exit by linking trajectories, enabling analysis of engagement and operational performance.
Group Counting
Detects individuals entering together and classifies them as groups using spatial proximity and movement synchronisation.
Staff Exclusion
Identifies and removes staff activity using behaviour, spatial context, and appearance cues to maintain clean customer metrics.
Behavioural Intelligence
Advanced Spatial Analytics Layer
Queue Performance
Queue zone dwell analysis delivering wait time and service performance distributions.
Heatmap Movement
Spatial density matrices generated from continuous coordinate tracking.
Product Engagement
Vision-language detection of reach, pick-up, try-on and inspection behaviours.
Staff Identification
Multi-feature behavioural classification separating staff from shoppers.
Zone Pass-Through
Virtual threshold crossing validation for quantified exposure measurement.
Shopper Journey
Deterministic multi-zone tracking modelling transition probabilities and behavioural flow.