ViaSense AI

Automated Pothole Detection & Geographic Information System (GIS) Platform. Transforming raw edge telemetry into actionable municipal intelligence.

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The Command Center

Designed primarily for local government authorities and maintenance dispatchers, our map-centric approach provides a bird's-eye view of your entire road infrastructure.

Interactive, full-screen map interface.
Dynamic data clustering at high zoom levels.
Actionable points color-coded by severity (Minor, Moderate, Critical).

AI-Powered Detail Inspector

Dive deep into any detected road defect. Clicking a map pin opens a comprehensive view combining raw visual data with AI analysis.

High-resolution original imagery from roving vehicles.
AI-overlaid bounding boxes pinpointing the exact defect.
Estimated physical dimensions (width/depth).
Precise GPS coordinates and detection timestamps.

Predictive Modeling & Heatmapping

Move from reactive patching to proactive paving. Our advanced machine learning trends turn historical data into future foresight.

Heatmapping: Visualize road degradation density over time to prioritize major paving projects.
Degradation Modeling: Predict which minor cracks will develop into critical potholes based on traffic volume and weather patterns.
Anomaly Verification: Group repeated detections to eliminate false positives like shadows or debris.

Smart Dispatch & Route Optimization

The platform doesn't just find problems; it helps you fix them efficiently by integrating directly with municipal operations.

Route Optimization: Automatically group nearby critical defects to calculate the most efficient daily route for repair trucks.
Patch Quality Assessment: Automatically grade the repair work on the vehicle's next pass over a "fixed" location.
Automated Work Orders: API hooks seamlessly generate repair tickets in ERP systems like SAP or Cityworks.

Technical Operations & Data Pipeline

A robust back-end architecture designed to handle high-frequency telemetry from roving vehicles, ensuring reliable edge processing and scalable cloud storage.

Edge Processing (Vehicle-Side)

Hardware runs lightweight Object Detection models (e.g., YOLOv8-edge) locally, capturing defects in real-time while filtering out "empty road" frames to conserve bandwidth.

Fleet & Sensor Health Monitoring

Maintain total visibility over your active roving vehicles. Monitor camera status, GPS signal integrity, and connection health to ensure uninterrupted data collection.

High-Frequency Ingestion Pipeline

A resilient RESTful/MQTT architecture seamlessly ingests massive JSON telemetry payloads containing spatial coordinates, severity scores, and image routing data.

Ready to modernize your infrastructure?

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