Most of the Power-Users utilize desktop products or traditional Business Intelligence products for the analysis of the data based on their needs. Data Discovery vendors are largely focus on the end-users and ease of use functionality.

Although above approach gives some freedom to the end-users, the organizations are usually either depended totally on the Power Users or have different views on the data depending of the source or the perspective.

Data Integration involves combining the data from different sources and providing the users with a unified view of the data. The need for data integration becomes increasingly important, as the number of existing applications, the volume and the need for sharing of existing data increases.

Data Integration usually needs to establish a Master Data Management approach and enterprise wide business rules concerning the understanding and interpretation of the data.

GNOSIS Management devotes its experience for the development of an agreed enterprise wide Master Data Management Model which will then lead to the integration of data and the population of the Data Warehouse following its methodology for the Analysis & Design, the Implementation and Testing of the unified up-to-date information.