Modern businesses face evolving operational, safety, and security challenges across retail, logistics, hospitality, and commercial property management. Traditional closed-circuit television (CCTV) systems, while useful for forensic investigations, often act as passive record-keepers rather than active deterrents. They require hours of manual video review after an incident has already occurred....