When an alarm sounds in a security operations center, operators must instantly determine whether the threat is genuine or benign. Automated triage platforms attach a brief video snippet of the pre-incident activity directly to the alert window. Operators verify the threat within seconds and dispatch ground teams with exact location data and threat descriptions. https://www.ambient.ai/