The Selfbits Data Warehouse acts as a central hub for storing all production, quality, material, and energy data. By seamlessly historizing all information, it fulfills documentation requirements, supports traceability, and creates the basis for well-founded evaluations. Linked data models are provided so that analyses, dashboards, AI and ML applications, and audits can access them directly. At the same time, the system consolidates data across ERP, MES, maintenance, and IoT platforms, enabling a holistic view of processes. In this way, the data warehouse forms the basis for both real-time and long-term analyses – from the shop floor to the management level.