Active Field Deployments

Road Intelligence,
Proven in the Field

Real survey runs on roads — every frame analyzed, every defect located, every finding mapped automatically.

~192,600
Defects Detected
~1,029
Miles of Road Covered
3.4M
Frames Captured
100%
GPS-Tagged Detections
Damage Breakdown

Four Types of Road Damage Identified

Each type indicates a different stage of road deterioration — from early surface cracking to full structural failure.

D20
Alligator Crack
Surface breaking apart — structural failure forming
184,877
96% of mapped detections
Act Soon
D40
Pothole
Complete road failure — urgent repair needed
7,752
4% of mapped detections
Urgent
D00
Longitudinal Crack
Early-stage cracking along direction of travel
Detected
Found throughout the route — logged but not yet mapped
Early Warning
D10
Transverse Crack
Thermal stress cracking across the road surface
Detected
Found throughout the route — logged but not yet mapped
Early Warning
Detection Samples

Real Frames from the Survey

Every image below is an actual frame captured during the drive. Click any image to view it full screen.

USA Roads
Alligator Crack and Pothole on rural road
Alligator Crack  45% Pothole  76%
📍 33.260° N, −96.767° W  ·  Frisco, TX
Alligator Crack on road shoulder
Alligator Crack  83%
📍 33.260° N, −96.767° W  ·  Frisco, TX
Transverse Crack and Longitudinal Crack in construction zone
Trans Crack  54% Long Crack  69%
📍 33.234° N, −96.767° W  ·  Frisco, TX
Alligator Crack and Pothole in construction zone
Alligator Crack  70% Pothole  79%
📍 33.236° N, −96.767° W  ·  Frisco, TX
Indian Roads
Pothole on Indian highway
Pothole  76%
📍 10.999° N, 77.064° E  ·  Coimbatore, Tamil Nadu
Alligator Crack at intersection
Alligator Crack  82%
📍 11.007° N, 77.070° E  ·  Coimbatore, Tamil Nadu
Longitudinal Crack on Indian highway
Long Crack  87%
📍 10.987° N, 77.053° E  ·  Coimbatore, Tamil Nadu
Multiple Potholes on Indian road
Pothole  45% Pothole  41%
📍 11.005° N, 77.069° E  ·  Coimbatore, Tamil Nadu
Detection in Action

Watch the System Work

A 2-minute highlight from our Frisco, TX survey run. Every frame is analyzed in real time — damage boxed, labeled, and GPS-tagged as the vehicle moves. This clip is from one of our field runs and is representative of the output the system produces across any surveyed corridor.

Location: Frisco · Prosper area, Texas
Clip length: 2-minute highlight
Full survey: 50,095 frames · ~15 miles
Output: Annotated video + GPS map
Survey Findings

What the Survey Revealed

3.4M frames of road footage — every defect classified, scored, and mapped to its exact location on the corridor.

🎞️

3.4M Frames Analyzed

Every frame across the surveyed corridor was processed and reviewed — 30 frames per second of continuous road surface coverage, with no gaps in detection.

🛣️

Widespread Structural Deterioration

96% of detected damage is alligator cracking — a sign of deep structural failure across large sections of the corridor. Without intervention, these areas will deteriorate into active potholes.

📍

Every Defect Has a Location

All 192,600 detections are stamped with exact GPS coordinates. Repair crews can navigate directly to each site — no manual surveys, no guesswork.

📊

Corridor-Level Damage Intelligence

The surveyed corridor shows damage across all four classification categories — from early surface cracking to active potholes. This depth of classification enables precise maintenance planning and budget prioritization at the corridor scale.

Geospatial Output

Road Damage Cluster Map

Nearby detections are automatically grouped into numbered clusters — click any cluster to zoom in and reveal individual pins. Red clusters contain potholes (D40); orange clusters are alligator cracks (D20). This map is from our Coimbatore, Tamil Nadu survey run and is representative of the output the system produces for any corridor.

Click to interact with map

🔴 Red pins = Potholes (D40)  |  🟠 Orange pins = Alligator Cracks (D20)  |  Blue line = Full survey route