The Department of Defense, specifically the United States Air Force, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program for the development of a Fire Ignition Video Analysis Tool. This initiative aims to create a thermal video analysis tool that can accurately characterize the temporal and spatial characteristics of ballistic fragment flashes and armor-piercing incendiary (API) projectile function clouds, particularly in relation to leaking fuel during dry bay fire testing. The tool is critical for enhancing the understanding of fire ignition phenomena in aircraft dry bays, which is essential for improving safety and operational effectiveness. Interested parties should note that the solicitation is currently closed, with the release date on April 17, 2024, and the application due date set for June 12, 2024. For further details, please visit the official SBIR website at https://www.dodsbirsttr.mil/topics-app/.