This comprehensive video intelligence platform leverages state-of-the-art deep learning models to automatically analyze, categorize, and summarize hours of surveillance footage into concise, actionable highlights. The system employs computer vision algorithms for object detection, motion analysis, and anomaly detection, combined with natural language processing to generate human-readable summaries. Built on a scalable microservices architecture with FastAPI backend and React frontend, the platform integrates seamlessly with existing CCTV infrastructure. MongoDB handles the metadata storage while AWS provides the compute power for real-time video processing. Key features include customizable alert triggers, timeline-based navigation, searchable event logs, and automated report generation for security teams.