AI has revolutionized traditional surveillance approaches by introducing real-time anomaly detection, predictive analytics, and more. This article explores the trend-setting benefits, system integration and compatibility issues, challenges and threats, and the impact of Generative AI on shaping the next generation of video security. AI-powered video surveillance systems can improve threat detection and response by identifying threats such as intruders, weapons, and suspicious activity more accurately and quickly than human operators.