AI video analytics applies machine learning and computer vision models to analyze live or recorded video streams in real time, enabling automated detection and classification of objects, behaviors, and events. Unlike rule-based motion detection, AI analytics can identify specific categories such as people, vehicles, or safety violations, and can track subjects across frames and camera views. In field and industrial streaming deployments, AI analytics reduces the cognitive burden on command center operators by surfacing only relevant alerts.