Restroom Cleanliness & Hygiene Inspection Robot.

Bad odor, soap/paper shortages, and wet floors in mall restrooms — the #1 cause of customer complaints.

REF: PUB-11
Mall & Public Areas

Operational
Mechanism.

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

Edge Hardware

Odor Sensor (NH3/H2S)
Humidity & Temperature Sensor
HD Camera
UV-C Disinfection Module
Soap/Paper Refill Sensor

Artificial Intelligence

Navigation (SLAM)

Precise indoor navigation with door threshold transitions in narrow restroom corridors

Perception & Analysis

Floor Wet/Dirty Segmentation, Odor Anomaly Detection, and Consumable Level Estimation

Autonomous Workflow

Robot visits restrooms every 30 minutes; measures NH3/H2S levels with odor sensors to generate hygiene scores.

Floor wetness, soap/paper towel/toilet paper fill rates detected via camera and sensors.

When critical thresholds exceeded, automatic task assigned to cleaning crew; UV-C module instantly disinfects door handles and faucets.

Daily/weekly hygiene scorecard generated and reported to mall management; most problematic hours identified.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $29,000 cleaning optimization and customer satisfaction gain. ROI: 2.1x | Payback: 2.0 Years.

Reduces restroom complaints by 78%; increases cleaning staff efficiency by 45%.

Review Architecture
Plans with
Professional Presentation.

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