The GRAVITATE project addresses the world of Cultural Heritage and related science. The innovative aspect of the project is to create a digital platform that allows Re-Unification, Re-Association and Re-Assembly of heritage artifacts, based on 3D geometry, shape analysis, colour features, semantic metadata and natural language processing. The integration of these approaches into a single decision support platform, with a full suite of visualisation tools provides a unique resource for the cultural heritage research community.