Judicial Insight Navigator is a machine learning driven document management system designed for Indian law firms. It utilizes a query-based system to help lawyers to search for the judgment documents based on contextual requirements related to similar cases. Pattern matching, natural language processing (NLP), and optical character recognition (OCR) technologies are used to extract text from clusters of legal personal documents of Lawyer(s). This research paper contextually gives the file locations which helps in searching related files for the case, and it is used to enhance the capabilities in Legal Analytics.