Checked before it reaches you
A scene model flags candidate events every second. A second, vision-language model looks at each one, confirms or rejects it and writes a one-line description, so fewer false alarms reach your team. Incidents are grouped as violence, weapons, fire, vehicles, theft or other incidents.

