This document describes a cloud video analytics service called Kipod that addresses issues with existing CCTV systems. It allows users to instantly search petabytes of CCTV video and audio to locate events. The service is the industry's first cloud solution for video/audio content search and alarm monitoring. It uses state-of-the-art cloud technology and machine learning to provide advanced analytics capabilities like person identification, behavior recognition and more. The solution aims to increase revenue for operators by opening new market segments and business models like software as a service.