Business problem
Where teams feel the pressure.
City camera networks are often passive and reactive. Operators review screens manually, incident evidence arrives after delays, and public works teams depend on citizen reports or field discovery for potholes, flooding, streetlight failures, abandoned vehicles, waste overflow, and roadway hazards.

