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KI-Erkennung von Straßenaufbrüchen und Schlaglöchern mit Detection-Overlays
01

The problem

Manual road inspections are expensive, slow, and only cover a fraction of the road network. Damage stays undetected until citizens complain or accidents happen. Municipalities lose oversight and budget.

80%of the network uninspected per year
6–12 Wo.until repair without monitoring
02

The solution

HORIZON Smart City mounts GUSTAV Edge Hardware on existing municipal vehicles. While normal operations continue, KINEVA continuously analyses the road surface. Every damage is automatically classified, tagged with GPS coordinates, and pushed to the reporting dashboard.

Vehicle
KINEVA®
Damage report

What KINEVA detects

The model was trained on real municipal data and classifies damage by type and severity.

Potholes

Circular ruptures from 5 cm diameter, with depth classification.

Longitudinal and transverse cracks

Crack patterns spanning several meters, classified by width and urgency.

Patches and ruptures

Previously repaired spots that crack again, detected early.

Rutting

Permanent deformations caused by heavy traffic, captured via camera analysis.

Benefits for your municipality

No extra personnel

Analysis runs automatically on vehicles already in service. No extra driver, no inspection team.

Full network coverage

Every road driven is captured. The entire road network is monitored systematically, not just samples.

Legally robust documentation

Every damage is documented with timestamp, GPS and photo. Evidence-ready for liability claims and grant applications.

Data-driven budget planning

Prioritized damage map shows where action is needed now and where there is still time. No more guessing.

Ready for automated road monitoring?

In a free consultation we show you how HORIZON Smart City works in your municipality.

Book a consultation now