Verifying and screening identities is a challenging task. Transliteration errors, misspellings, incomplete names, incorrect dates, and poor record keeping contribute to extremely messy data. Basis Technology uses modern AI and Machine Learning to accurately match identities to watchlists and enable multilingual search and discovery. Our tools are used today to extract, disambiguate, and discover entities for intelligence analytical systems at the border and within the Intelligence Community.