Charging Station & Seating Area Occupancy Guidance.

Unable to find seating and charge phones in malls — top complaint of young customer segment.

REF: PUB-34
Mall & Public Areas

Operational
Mechanism.

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

Edge Hardware

HD Camera
Stereo Depth Camera
Bluetooth Beacon
LED Info Display
Outlet Occupancy Sensor

Artificial Intelligence

Navigation (SLAM)

Optimum scanning route between mall seating areas and charging points

Perception & Analysis

Seat/Bench Occupancy Detection, Charging Outlet Usage Status, and Wait Time Estimation

Autonomous Workflow

Robot continuously scans mall seating areas; maps empty/occupied seat count and charging outlet availability.

'Nearest Empty Seat' and 'Charging Outlet Available' filters updated in real-time on mobile app.

People occupying same seat for extended periods (2h+) politely notified; fair usage policy supported.

Temporary seating area addition recommendations presented to mall management with peak hour seat demand predictions.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $32,000 customer experience and additional spending increase gain. ROI: 1.7x | Payback: 2.4 Years.

Reduces seating area complaints by 65%; increases customer dwell time by 18%.

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