Store Crowd Density & Wait Time Estimation.

Excessive in-store crowds, long checkout lines, and customers not knowing density levels.

REF: PUB-26
Mall & Public Areas

Operational
Mechanism.

Technical details of field integration, data flow, and autonomous decision algorithms.

Edge Hardware

Stereo Depth Camera
HD Camera
Bluetooth Crowd Counting Module
LED Info Display
WiFi Probe

Artificial Intelligence

Navigation (SLAM)

Slow pass route scanning store entrances along mall corridors

Perception & Analysis

People Counting (Head Detection), Queue Length Estimation, and Store Occupancy Density Classes

Autonomous Workflow

Robot moves along corridors measuring instant crowd density at each store entrance via cameras.

Checkout queue lengths and estimated wait times calculated and shown on mobile app.

'Busy' warning shown on digital signage for stores reaching 90%+ occupancy rate.

Hourly and daily crowd trends help customers plan the best shopping times.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $48,000 customer experience and indirect sales increase. ROI: 2.5x | Payback: 1.8 Years.

Reduces customer abandonment rate by 22%; decreases checkout wait complaints by 60%.

Review Architecture
Plans with
Professional Presentation.

Our engineers are ready to present this scenario specially prepared for your facility to your C-Level team. Start your autonomy transformation today.