The digitalization and comprehensive review of aircraft technical documents are defined as the ultimate goals of modern document management systems for supporting aircraft transitions to lessors. Currently, most aircraft maintenance documentation is still physical, and the complete overview and gap analysis of these records is required to ensure that the final delivery bible is in order. The Artificial Intelligence and Machine Learning solutions for automated data structuring and automatic document linking could boost efficiencies resulting in significant savings in both cost and time.