Segment Architecture is now the focus of the Federal Enterprise Architecture work and EPA is developing a data architecture for both its EA and its Segments. Since we already have the Federal Enterprise Architecture Reference Model Ontology (FEARMO) and collaboration and innovation within and across Segments will be crucial to reduce the chaos and contention that arises from cross-program initiatives like Segments, we are developing an Ontology for Segment Data Architecture using a Community of Practice approach.