Marine Corps Adopts AI for Osprey Squadron Readiness

The service is deploying the Iris AI tool across its East Coast MV-22 squadrons to improve mission capabilities.

Updated on Oct. 26, 2026 in Military Jobs

Bold flat-color editorial illustration featuring a single titanium turbine blade, representing technical maintenance optimization. — The US Marine Corps has begun deploying the Iris AI tool across its East Coast Osprey squadrons to optimize maintenance and readiness. AI Illustration. Upload story photo >

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The Marine Corps has expanded its use of the Iris AI tool from software developer Virtualitics to include all six stateside MV-22 Osprey squadrons within the 2nd Marine Aircraft Wing. This move aims to address readiness gaps and improve operational performance for the platform.

Why it matters

The Marine Corps is turning to AI to reverse declines in flight readiness that have impacted both Marine and Navy Osprey assets. By using AI agents to coordinate maintenance and scheduling, the military hopes to restore full flight operations for the aircraft.

The Marine Corps is deploying the Iris tool after reporting Osprey readiness rates of 50% for the Corps and 40% for the Navy. Previously, the Air Force saved 50,000 man-hours in munitions storage using tools from Virtualitics, which has seen its revenue quadruple over the last two years.

The players

Marine Corps

This branch of the United States Armed Forces is responsible for providing force-in-readiness and conducts amphibious, expeditionary, and other military operations.

Virtualitics

This data analytics and AI company specializes in AI-powered tools and intelligent exploration platforms designed for complex government and military operations.

2nd Marine Aircraft Wing

This major aviation unit of the United States Marine Corps is based at Marine Corps Air Station Cherry Point and supports the II Marine Expeditionary Force.

The details

The Iris AI system utilizes agents and frontier AI models to provide maintenance recommendations and optimize asset scheduling for sorties. The tool is currently being rolled out to six squadrons, with a seventh set to receive the technology upon returning from its current deployment.

The Marine Corps first contracted with Virtualitics for readiness tools in 2025.
Ospreys entered limited operating status following a fatal crash in 2023.
Congress held a hearing regarding Osprey readiness issues in February 2026.
The report regarding this AI adoption was published on October 26, 2026.
The Osprey platform is expected to return to full flight operations by the end of 2026.

Market Landscape

The deployment of AI agents reflects the broader trend of defense agencies integrating commercial advanced analytics to manage aging or complex aircraft fleets. This strategy shifts the focus toward algorithmic scheduling to address operational gaps that human-only logistics have failed to resolve.

The implementation of this technology aims to increase the number of mission-ready Ospreys available to the military. While this primarily impacts logistics, the goal is to stabilize flight operations for the service by the end of the year.

The takeaway

The Marine Corps' move to integrate AI agents indicates a growing reliance on commercial software to solve maintenance and scheduling bottlenecks. Utilizing predictive analytics allows for more efficient allocation of limited military assets during complex deployment cycles.