This presentation addresses data wrangling efforts, the creation of workflows, and the challenges encountered while preparing resources for migration. A review of the de-duplication efforts, development of a collection assessment tool and its implementation, and techniques to transform, normalizes, and link metadata to the accompanying digital resources will be discussed.