GeoLink

A three-layer inspection intelligence platform. Field collection (drones + ground robots with thermal/RGB/zoom sensors), an AI intelligence layer (YOLOv8 defect detection with human-in-the-loop validation), and a client decision layer (live web portal with GPS asset health map, severity-ranked findings, historical comparison, maintenance tracking). Reports delivered within two hours vs 5 to 10 business days for traditional methods.

Specifications

Features

• 01Drone + ground robot data collection (thermal, RGB, zoom imagery)
• 02YOLOv8 defect detection on GPU workers with analyst-in-the-loop validation
• 03P1 to P4 severity classification for every detected anomaly
• 04React + Mapbox portal with GPS asset health map and annotated images
• 05Historical comparison, maintenance tracking, CSV / GeoJSON export
• 069-step automated workflow on a 12-service AWS ECS Fargate stack
• 07Reports delivered in under 2 hours vs 5-10 days for traditional inspections

Architecture