Marine Corps prototyping AI tools for aviation supply, predictive maintenance

Defense Scoop
by dlawrence
April 20, 2026
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3 min read

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The Marine Corps is prototyping AI tools for aviation supply and predictive maintenance.

AI Summary

The Marine Corps is prototyping artificial intelligence tools to inventory aviation supplies and predict aircraft maintenance issues. This initiative aims to help maintainers and logisticians quickly identify and order needed aircraft parts more efficiently. Lt. Gen. William Swan, deputy commandant for aviation, stated the goal is to change parts before they cause in-air emergencies, moving from reactive to predictive maintenance. The Marine Corps began cataloguing repair parts for the F-35 Lightning II in 2022 and has since logged "every consumable" for the jet. A system called the "Maintenance Assessment Tool" will be handed to a unit at Marine Corps Air Station Yuma in Arizona this summer.

What's Being Done

The Marine Corps is prototyping AI tools and will hand a system called the "Maintenance Assessment Tool" to a unit this summer.

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