Gena M. San Nicholas, a taxonomist and biology subject-matter expert (SME) at Access Innovations, Inc., shows how Data Harmony's machine-aided indexing (M.A.I.) module produces tagged subject terms within bodies of text for XML and other repositories. This aids in search and leverages subject metadata, resulting in added value to data collections.