This presentation by Nicolas Heist introduces a generic competency ontology - developed by metaphacts as part of the KompAKI research project - that can be used to describe competencies of people and organizational structures in the AI domain. It covers a number of concrete application scenarios and demonstrates how organizations can leverage a Competency Knowledge Graph to quickly identify experts for upcoming projects, allocate resources based on relevant know-how, identify knowledge gaps, and foster the reuse of existing knowledge.