The main goal of the international IKF project is to analyze, design and implement new Intelligent Knowledge Warehousing environment, allowing for advanced Knowledge Management and Business Intelligence targeted towards specific vertical application domains. The Hungarian IKF-H consortium develops knowledge-based information retrieval system for finance companies and banks. The system retrieves topic specific information from different sources (Internet, Intranet resources, data warehouses, etc.), and provides the information to the user in a structured way.