Autonomous Nighttime Stock Counting (RFID/QR Scanning).

Halting production/operations for annual manual counting (inventory freeze) and 2-5% stock deviation from human error.

REF: LOG-04
Logistics & Supply Chain

Operational
Mechanism.

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

Edge Hardware

UHF RFID Reader Antenna
QR/Barcode Scanner Camera
2D LiDAR
LED Lighting Kit

Artificial Intelligence

Navigation (SLAM)

SLAM navigation based on shelf numbers (Aisle-Bay-Level) in warehouse corridors

Perception & Analysis

RFID Signal Strength Triangulation and Stock Deviation Anomaly Detection

Autonomous Workflow

The robot autonomously roams between shelves in warehouse corridors after hours; scans all inventory tags across all shelf levels with UHF RFID antenna.

Expected stock from WMS database is compared with actual count at each scan phase; locations with deviations are instantly flagged.

Products with damaged or missing RFID tags are cross-checked with visual verification via QR/barcode camera.

Complete inventory report collected overnight is transmitted to WMS and ERP system before morning shift starts; automatic reorder suggestions generated.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $62,000 inventory accuracy and labor savings. ROI: 3.1x | Payback: 1.4 Years.

Completely eliminates 3-day inventory freeze processes performed 4 times per year.

Review Architecture
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Professional Presentation.

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