Within a large pharmaceutical company, we successfully integrated the AIOS platform, including AI services, to analyze a significant volume of sensitive production data, streamlining and enhancing the efficiency of internal workflows. Authorized employees can now locate important documents scattered across the corporate network through a semantic search, which also suggests files with similar content. In another use case, the AI system assists production staff in evaluating machine events based on previously recorded entries in the internal ticket system.

Examples like these demonstrate the benefits of an internal cloud. With cluster systems such as Kubernetes, all the advantages of well-known cloud providers can be leveraged without data leaving the company. Additionally, it simplifies the use of different technologies and server maintenance, particularly in complex systems.