From AI pilots to sovereign business systems: How European organizations deploy AI without losing control of their data

European companies need AI without surrendering sensitive data, compliance posture, or cost control. This session shows how to move from isolated pilots to sovereign AI systems that support real operations. Using examples from ITSM automation, privacy-safe data workflows, and regulated processes, it offers a practical framework for selecting use cases, integrating with legacy tools, keeping humans in the loop, and deploying open-source AI under your own control.