Design the capability to scale across diverse data modalities (e.g., images, videos, text, 3D point clouds) and ensure interoperability with AI/ML systems of customers of the trainiong datasets (i.e. Allies and the NATO Enterprise). Implementation: Develop modular workflows and adopt standard formats, APIs, and labeling taxonomies compatible with NATO standards and international frameworks.