Phase I SBIR project in Big Data Analytics for Aircraft Structure Usage Tracking has been awarded to Mitek Analytics LLC by Air Force. In this project, MitekAn team is developing algorithms and software for converting real-time data collected by on-board flight data recorders into structural fatigue accumulation estimates suitable for monitoring fatigue of the aircraft big bone structural components. The tools will be applicable to large-scale aircraft fleet data and allow Aircraft Structural Integrity Program (ASIP) managers to re-evaluate life and inspection intervals for an individual aircraft in the fleet from mission to mission.