Hierarchical ontologies are foundational for interoperable data exchange and data sharing and enabling AI/ML-driven exploitation of data. They provide a consistent, scalable structure for integrating data from various sources, facilitating seamless communication across different domains and nations, while also enhancing data analytics and automated decision-making capabilities. This ultimately supports NATO’s goal of achieving data-centric interoperability and real-time data-driven mission execution across the Alliance.