Cyvl AI analyzes vehicle‑mounted camera footage to spot road damage. The system collects data from sensors on city trucks, feeding it into a neural network that flags potholes and cracks. City crews in Somerville can then prioritize repairs, cutting inspection time by half. The approach promises faster, data‑driven maintenance for municipalities. Municipalities can deploy the tool immediately.