Photo By Sgt. Devin Klecan | British Army Maj. Gen. Charles Grist, V Corp’s deputy commanding general of...... read more read more
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FORT KNOX, Ky. - In the fog of war, information is everything. A constant flood of data from satellites, drones, sensors, and Soldiers provides essential battlefield information, yet its sheer volume can be overwhelming. Commanders must eliminate ambiguity that obscures the battlefield, allowing themselves to quickly understand the complex environment. This makes a difference in whether they are seizing the initiative or reacting to a threat. For Warfighter Exercise 26-03, also known as WFX 26-03, U.S. Army’s V Corps is harnessing artificial intelligence (AI) to turn this flood of data into decision dominance.
WFX 26-03 is an exercise supporting the Eastern Flank Deterrence Initiative, NATO’s regional strategy for defeating adversary mass and momentum led by U.S. Army Europe and Africa. In WFX-26-03, V Corps and allied partners simulate defense-in-depth by integrating modernization, battlefield innovation, and next generational command-and-control convergence, using tools with low-cost uncrewed systems and AI-enabled targeting.
Maven Smart System is an AI Platform that aids that effort acting as a digital spotter, that can be used on the battlefield for processing information at a scale and speed that is simply not humanly possible. Though its embedded algorithms, human analysts can analyze thousands of hours of video from surveillance platforms to automatically identify and flag objects of interest, such as enemy vehicles or equipment bypassing hours of tedious monitoring and scanning. Utilizing Maven gives commanders and their Soldiers a clearer common operational picture and accelerates the military decision-making process to make informed and precise decisions.
“The integration of AI systems like Maven has yielded significant, tangible benefits in V Corps and other military operations, primarily centered on accelerating the decision-making process and enhancing its quality,” explained Sgt. Maj. David Huntington, V Corps current operations sergeant major. “The modern battlefield produces more data than ever before, and AI’s primary role is to rapidly process and refine this vast amount of information into relevant intelligence for commanders at every level.”
However, integrating these powerful AI tools is not a simple solution. The utility of AI at any level depends entirely on how it is adapted to specific processes and data structures.
“Initial AI require deliberate design: defined inputs, instructions, parameters, definitions, and supporting data libraries that reflect how the unit actually operates,” Maj. Jeffrey Wilson, the V Corps operations research and systems analysis officer, “When properly aligned, these systems can provide meaningful support to the warfighter; when they are not, they risk producing outputs that are inconsistent or not actionable.”
Developments to understand Maven’s core components, including datasets, fusion sheets, objects, workshops, and pipelines, along with supplementary applications such as Target Workbench, Kairos, Foundry, and Gaia. The power of these platforms lies in their ability to fuse and analyze a massive, multi-domain diet of data. This includes everything from geospatial intelligence and signals intelligence to follow-motion video and even open-source information from social media.
Complex data is then brought to life through visualization. Instead of poring over raw spreadsheets, commanders interact with a dynamic, map-based common operational picture, and plot this consolidated view using clear visuals to represent friendly forces and potential threats.
The results have been immediate and tangible, accelerating situational awareness and enabling critical decisions. The most significant benefit is the radical compression of the decision-making cycle.
“The next step for AI integration in V Corps is aligned with the Army’s broader goal of achieving “decision dominance” through its Next Generation Command and Control (NGC2) initiative. The work being done in WFX 26-03 is directly informing the future of command and control for the entire Army,” Huntington elaborated on his statement. “The recent announcement from the Department of War on officially naming Maven Smart System as a Program of Record will help V Corps and the rest of the Army continue our AI integration across all of our staff sections.”
This technological leap is not about replacing Soldiers or leaders; it’s about empowering them to use AI to augment their own expertise. This will help our teams to run scenarios that help them anticipate future battlefield actions.
“Moving forward, success depends on reducing complexity at the user level. The objective is not to make every Soldier an AI expert, but to build systems that align with how the unit fights,” says Wilson. “When data is properly structured and tools are applied correctly, interaction becomes more intuitive, enabling faster decision-making that supports the warfighter and increases lethality.”
To aid this effort, the Corps’ Force Management team, through the Innovation Working Group, has developed a business intelligence product tool to analyze, visualize and share AI efforts across the formation. This has revealed pockets of innovation, with subordinate units like 12th Combat Aviation Brigade, 2nd Cavalry Regiment, and 41st Field Artillery Brigade applying AI to enhance everything from unmanned systems integration to targeting processes. The key Wilson stresses is to increase engagement and centralize these efforts to reduce duplication and scale successes.
As V Corps continues to refine its use of AI, the lessons it learns are helping write the playbook for the wider Army. A commitment to technological superiority requires a data-centric mindset and a culture of innovation to ensure an agile, all-domain, and credible combat force. A future where artificial intelligence augments the intuition and judgement call of the American Soldier.| Date Taken: | 03.27.2026 |
| Date Posted: | 04.01.2026 16:02 |
| Story ID: | 561479 |
| Location: | FORT KNOX, KENTUCKY, US |
| Web Views: | 45 |
| Downloads: | 0 |
This work, The Brain of the Battlefield: AI integration in V Corps, by SPC Hector Blanco, identified by DVIDS, must comply with the restrictions shown on https://www.dvidshub.net/about/copyright.
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