AI Retail Monitoring Camera
Unlocking in-store customer insights, queue delays, and product interaction heatmaps using edge-based AI camera systems.
The Challenge
Physical retail stores lacked the fine-grained visitor path and engagement data that e-commerce sites use to optimize layouts.
Our Approach
We deployed edge AI cameras mapping visitor movements, dwell times, and shelf interactions without saving personal identifying data.
The Solution
A cloud analytics dashboard that aggregates daily footfall, gender distribution estimates, shelf heatmaps, and checkout queue times.
Results & Impact
Store managers adjusted product placement leading to a 15% increase in cross-sales and cut average queue times by 2 minutes.