The CLAVIN (Cartographic Location And Vicinity INdexer) Geoparser is an award-winning software package for document geotagging and geoparsing that (1) extracts location names from unstructured text, (2) employs context-based geographic entity resolution, and (3) resolves them against the GeoNames gazetteer to produce data-rich geographic entities. The CLAVIN Geoparser AMI is based on an open source project, but with a development roadmap focused on ease-of-use within the AWS Cloud, and varying amounts of dedicated support based on usage.