• Retails & Shopping malls

Footfall and Traffic Analysis
(mall traffic, capture rate and proximity analysis)

Need to aggregate and analyze real-time foot traffic, visitor behavior, and time-spend data to improve tenant strategies and mall layout decisions.
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  • Problem
    Mall marketing team needs an automatic tools for 360 analysis for evaluating various aspects of a shopping mall's performance, from tenant sales and traffic to customer demographics and marketing effectiveness in order to optimize its operations and profitability
  • Technology Used
    Video analytics
    (Face recognition / big data)
Problem Solving
The system uses video analytics and demographic insights to provide heatmaps, traffic flow, and visitor profiling—enabling data-driven marketing and operational decisions.
Problem Solving
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