Vijay Singh, President of Doxie.AI delves into the use of artificial intelligence to identify, categorize, and extract textual data from digital image sources in government documents, library special collections, and archival materials. Artificial intelligence allows Doxie to work far beyond the limited capabilities of an OCR engine, identifying text that is out of alignment, obscured, or even handwritten, and extracting key elements to build database content that increases discovery and makes digital image collections searchable with the data points that are most meaningful to users.