COMMODITIZING AL/ML MODELS
on real-time feedback from Army Soldiers, noncommis- sioned officers and officers. Tis continuous feedback loop ensures that the solutions remain relevant and effective, addressing the immediate needs of those on the ground.
Griffin Analytics is one of AI2C’s flagship prototypes and exemplifies the success of the Soldier-led Agile processes and is currently employed by XVIII Airborne Corps, Army Reserve Aviation Command and CENTCOM to facilitate better track- ing and management of rotary wing assets.
Griffin is an aviation maintenance management application that uses AI/ML algorithms to predict maintenance needs and logistical requirements for Army Aviation assets. Tis proac- tive approach minimizes downtime, ensures mission readiness and reduces costs associated with unexpected repairs or delays. Te application provides real-time, data driven insights into the performance and condition of aviation assets, allowing person- nel to make informed decisions. Tese insights can be used to optimize resource allocation, manage maintenance schedules and improve overall operational efficiency. Griffin’s modular design
Use of AI/ML models have the potential to impact units’ budgets, storage space in Supply Support Activities as well as national supply chains.
allows it to integrate data from other military systems, incorpo- rate new AI/ML models and be hosted on Army platforms from the tactical edge to the enterprise cloud.
Despite the success of the prototype, one persistent issue that the development team has identified is the lack of consistent requirements for Army software—particularly the predictive components of AI-enabled systems. Te system’s modular design
MAINTENANCE MISSION
Sgt. Joshua Inman, 1st Battalion, 150th Assault Helicopter Regiment, New Jersey Army National Guard, performs maintenance on a UH- 60M Black Hawk at the Army Aviation Support Facility on Joint Base McGuire-Dix-Lakehurst, New Jersey, Nov. 7, 2023. Griffin uses AI/ ML algorithms to predict maintenance needs. (Photo by Spc. Michael Schwenk, U.S. Army National Guard)
84 Army AL&T Magazine Fall 2024
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