This document discusses issues with scientific names in collection databases and their impact on data usability. It notes that scientific names are central to organizing biological information but that problematic names like synonyms and misspellings can make data difficult to use. While collection managers have taxonomic expertise, integrators and IT specialists have more resources to validate names. There is a need for tools to identify problematic names quickly and more collaboration to standardize names in databases. The overarching goal of taxonomy is one agreed-upon name per taxon, but impediments like conflicting concepts and unresolved names present challenges.