Ecway Technologies provides software development and IEEE projects from its offices in multiple cities across India. It offers automatic semantic content extraction from videos using a fuzzy ontology and rule-based model. The system allows users to query and retrieve objects, events and concepts extracted from videos. An ontology-based fuzzy model uses spatial and temporal relations in event and concept definitions. Additional rule definitions are used to lower computation costs and define complex situations effectively. The framework has been implemented and tested on three domains, obtaining satisfactory precision and recall rates for object, event and concept extraction.