CitySingapore
GU
Roads & Potholes

AI Road Intelligence

1 open defects · 0 resolved · live AI vision pipeline

Open Defects
1
Resolved (24h)
0
Road Quality Score
97/100
Avg SLA Hours
12h

Pothole Work Queue

Auto-detected via CCTV + drone imagery

IDDefectWardSeverityContractorStatus
INC-48203Cluster of 14 potholes — Clementi Ave 3ClementimediumSG Roadworksopen

Contractor SLA

Live performance

SG Roadworks81% · 3 active jobs
Singapore Infra Ltd88% · 4 active jobs
MetroPave Co95% · 5 active jobs
GreenLine Build84% · 6 active jobs

Active Incidents

AI-prioritized · live

1 open
INC-48203·Roads[feed]SLA +29655261mopen20594d ago
Cluster of 14 potholes — Clementi Ave 3
Ward: Clementi

AI Pothole Detection

Upload drone / mobile / CCTV imagery — vision model auto-generates a geo-tagged work order

No analysis yet. Upload a road image — the vision model classifies the defect, scores severity, and lets you dispatch a work order in one click.

Roads & Potholes Capabilities

End-to-end defect lifecycle

AI Pothole Detection
YOLO-based real-time defect detection
Drone / Mobile / CCTV Analysis
Multi-source image ingestion pipeline
Geo-tagged Defect Mapping
Lat/lng-precise defect heatmaps
Automated Work-Order Generation
Auto-dispatch tickets to contractors
Contractor Performance Tracking
Live SLA, defect-fix quality scoring
Predictive Road Maintenance
Forecast deterioration 30–90 days out

AI Capabilities

Computer vision pipeline

Computer Vision
Object detection across cameras and drones
Image Classification
Crack, pothole, manhole, debris classes
Road Deterioration Analytics
Time-series condition decay modelling