The NASA Johnson Space Center imagery collection has over 50,000 video tapes and LTO data tapes that need to be converted to digital files and migrated onto a long-term storage platform. The project is looking to transition to a different storage platform and implement elements of Artificial Intelligence (AI) and/or Machine Learning (ML) tools into the workflow. Descriptive metadata from 3 different websites/databases and multiple spreadsheets must be consolidated to ensure the most accurate metadata is attached to the records which will eventually be accessioned to the National Archives.