FlightList: Automating Self-Assessment Checklists for Optimal Compliance and Efficiency in Air Force Units

Authors

  • Deepthi Kumar Institute for Digital InnovAtion, George Mason University, Fairfax, VA
  • Shivam Papneja Institute for Digital InnovAtion, George Mason University, Fairfax, VA
  • Vineel Kandala Institute for Digital InnovAtion, George Mason University, Fairfax, VA
  • Elizabeth Onafuwa Institute for Digital InnovAtion, George Mason University, Fairfax, VA
  • Tharun Kumar Reddy Kallaru Institute for Digital InnovAtion, George Mason University, Fairfax, VA
  • Mihai Boicu Information Sciences and Information Technology, George Mason University, Fairfax, VA
  • Kamaljeet Sanghera Institute for Digital InnovAtion, George Mason University, Fairfax, VA

Abstract

Self-assessment checklists (SACs) are used in the Air Force to evaluate the safety of the internal controls in each unit, ensuring they meet the required standards. However, a significant challenge arises with SACs due to the constant changes in regulations necessitating frequent updates to the checklist. Air Force workers, commanders, and other compliance officers spend roughly hundreds of hours a month going through Air Force regulation documentation, spanning over 74 pages. As a result, creating checklist questions based on these requirements can be extremely time-consuming when done manually. The objective of our research was to build an Artificial Intelligence-based tool to address this inefficiency. We did this by creating an algorithm, in Python, that first goes through a PDF, which in our case was an Air Force regulation document, and extracts sentences that contain the keywords "shall", "will", and "must". After extracting these sentences, we then normalized the text by replacing newline characters with spaces. Lastly, we split the normalized text into potential sentences. Then the algorithm can phrase these sentences into question form, to automatically generate questions. Going by the name of FlightList, our product aims to assist Air Force workers who have to manually create these SACs, allowing them to put their time and effort into less monotonous tasks that require more manpower. We hope this prototype can be integrated into the Air Force to make the process of turning regulations into checklists more efficient.

Published

2024-10-13

Issue

Section

Institute for Digital Innovation