Cyvl’s vehicle-mounted cameras and sensors collect roadway data, which AI analyzes to assess road conditions. The system flags potholes and weak spots across Somerville streets, enabling city crews to prioritize fixes. By automating data capture, the company shortens inspection times and cuts repair costs. Municipal planners can deploy resources more strategically.