Home » Newsletters » Volume-i-2024 » InteliVault – Empowering your organization with advanced knowledge management
AGR has developed a comprehensive end-to-end solution designed to capture valuable insights from internal documents, various subscriptions, and specific emails. This AI-powered application significantly enhances data search capabilities and insight generation, incorporating a “Human in the Loop” approach to ensure the highest levels of accuracy and relevance.
The solution features advanced content parsing, allowing the system to extract and categorize content from multiple sources effectively. The extracted content is systematically segmented into text, tables, and charts, ensuring seamless handling of various formats and information types. Our solution is underpinned by a robust data storage, tagging, and structuring framework. Structured data is securely stored in a data lake, while relevant metadata is maintained in a database to enable efficient data management and retrieval. On top of this, we have integrated an AI-driven data search with augmented intelligence, simulating human-like reasoning to compare documents and perform basic calculations. The AI model is rigorously evaluated across multiple criteria, including query difficulty, specificity, accuracy, precision, and content coverage.
To maintain a high standard of output, our system integrates a “Human in the Loop” approach, where human experts are involved in the oversight and refinement of AI- generated insights. This collaboration ensures that the insights produced are not only accurate but also contextually relevant, providing a balanced blend of automated efficiency and human expertise. The system automatically generates customizable daily insight reports tailored to users’ needs. Additionally, we have developed an intuitive user interface (UI) that empowers users to search and interact with data efficiently. The UI offers advanced filtering and search capabilities, ensuring users can quickly locate and leverage the information they require. The ultimate goal of this solution is to deliver an intelligent, customizable system that streamlines information management, providing significant value to our clients’ cross-functional teams through automated daily insights, advanced data interaction, and the strategic involvement of human expertise.