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Mall occupancy and footfall analytics for people counting
footfall analytics in shopping mall management Footfall analytics tracks how many people move through a shopping mall and what they do while they are there. For mall management, footfall gives a clear measure of health. Also, it ties visitor numbers to sales, tenant performance and service delivery. Therefore, mall operators can use those metrics to […]
AI Slip-and-Fall Detection in Retail for Workplace Safety
Understanding slip and fall and trip and fall hazards Slip and fall incidents occur when a foot loses traction and a person falls, while trip and fall accidents happen when an obstacle causes a person to stumble. Both modes cause injuries and disrupt retail operations. Retail stores face common hazard scenarios such as wet floors […]
Real-time shelf stock-out detection using cameras
shelf monitoring in retail store: current out-of-stock challenges Retail teams still rely heavily on manual shelf monitoring, and this creates costs and gaps. Staff walk aisles, scan planograms, and record shelf conditions on clipboards or tablets. These routines are labour intensive and often inconsistent, so human error leads to missed signs of low stock. For […]
Queue management with CCTV in checkout lanes
Queue management with CCTV in checkout lanes Queue Management System Fundamentals at Retail Checkout Lines A modern store cannot ignore the pressure of long lines. Retailers now use a queue management system to keep pace with peak hours and shifting customer patterns. This management system turns passive video into operational signals that trigger action. For […]
Retail analytics: heatmaps and people counting solution
people counting and analytics in retail supermarkets People counting technology records the number of people entering and leaving a space and it reports movement inside. The technology spans overhead sensors, camera-based counts, and AI. Retailers use people counting to see how many shoppers arrive during an hour. As a result, they can allocate staff, reduce […]
Shoplifting detection with AI-powered video analytics
Understanding Retail Theft and Shrinkage in Retail Stores Shoplifting detection and broader retail security begin with clear definitions. Retail theft is the loss of inventory through external or internal actions, and shrinkage is the aggregate of those losses including damage, error, and theft. Globally, retailers report steady pressure from retail crime, and shrinkage eats into […]
