Most companies in today's economy tend to use information technologies both to execute their activities and to support the core business processes of the organization. There are many tools available in the IT market that can meet the needs of organizations and their customers. However, an important requirement for realizing the possibilities of optimal digitalization of production is the high quality of the data used in the organization, as well as the proper data management, which is one of the assets of the organization. A data management approach is important for any company that wants to be competitive in its industry. This paper analyzes the current architecture of data management in a biotechnology company and its disadvantages and proposes a new architecture, taking into account the implementation of integration tools between services to improve data quality and more efficient data management.