With an aim for complete surveillance automation, they have developed WATCHCAM, an Intelligent Real-Time Video Analytic solution to prevent crimes by detecting and notifying incidents from camera feeds. We have integrated state-of-the-art machine learning-based technologies to detect persons, objects, faces, firearms in real-time from multiple cameras feeds on its powerful server. The system has some innovative technologies like real-time search on video space for specific incident detection and post-analysis.