Pixuate
Retail / Business Intelligence Analytics

Customer Insights

Analyses customer behaviour in retail and commercial spaces using IP cameras. Tracks how shoppers move through the store, which areas and displays attract attention, how long they dwell, and how many convert from browsers to buyers. Gives merchandising and operations teams actionable data without personally identifying customers.

Key Features

Discover the powerful capabilities that make Customer Insights stand out

Customer flow and movement path analysis through the store

Dwell time per zone, aisle, and display

Hot zone and cold zone identification

Queue detection and wait time measurement at checkout

Conversion zone analysis — entry vs active browsing vs purchase areas

Time-of-day and day-of-week traffic trends

Staff-to-customer ratio monitoring during peak periods

Anonymous analytics — no facial recognition or PII

Technical Specifications

Detailed technical information about Customer Insights

Camera:2MP+ IP CCTV (RTSP), overhead or aisle view
Deployment:Edge device or on-premises server
Output:Flow heatmaps, dwell times, zone counts, queue metrics, period reports

Prerequisites & Limitations

What Customer Insights needs to run reliably, and the operating limits to plan for.

Prerequisites

  • Camera: 2MP+ IP/RTSP covering the retail area, aisle, or zone to be analysed
  • Adequate, colour-accurate illumination — good lighting improves dwell and demographic analysis
  • Stable bandwidth between camera and edge/server — roughly 4–8 Mbps per 2MP H.264/H.265 stream
  • Mounting for clear views of shoppers, with sufficient face/figure size where demographics are used
  • Stable power and network at the deployment point

Operating Limits

Factor Edge Server
Incident / event capture rate≤ ~5 events per second≤ ~20 events per second
Concurrent camera streams per node1–4 streams (Jetson TX2 / Orin)8–16+ streams
Minimum person size in frame≥ ~40 px height≥ ~40 px height
Event-to-alert latency< ~1 s on-deviceDepends on network round-trip

Indicative figures — actual limits depend on hardware, scene, and configuration.

Related Knowledge Base

Learn about the hardware and infrastructure components used in a Customer Insights deployment.

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