in-store events. It offers real-time, rules-based notifications, live and mobile event viewing, and integrations with store PA systems, radios, IP speakers, public view monitors, facial recognition, and license plate recognition systems. RaptorVision supports retail operators with use cases including employee safety, customer service response tracking, shelf monitoring, restocking alerts, dwell-time analysis, and product engagement comparison with POS data. It also integrates with enterprise data lakes and business intelligence tools, and is applied to additional environments such as commercial, government, healthcare, industrial sites, residential properties, and data centers.