Mission Command’s Asymmetric Advantage Through AI-Driven Data Management

Artificial intelligence can optimize mission command by condensing multisource field data that ascends the decision chain while distilling concise, decision-quality guidance to the tactical edge. Diverging from existing publications, this article positions information asymmetry as a defining pillar of mission command rather than a limitation. This article presents a condensation-distillation framework that manages complexity through data condensation, AI-driven distillation, and conceptual metrics to assess asymmetric information flows. Drawing on military doctrine, algorithmic-warfare literature, and current modernization programs, military practitioners will engage with a systems-thinking perspective, revealing how AI-enabled command and control can enhance decision clarity and reinforce the intent of mission command.

Authors

Publication Details

Journal
The US Army War College Quarterly Parameters
Published
2025-12-17
DOI
https://doi.org/10.55540/0031-1723.3370
Primary Topic
Military Strategy and Technology
Type
article
Field-Weighted Citation Impact
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article

Mission Command’s Asymmetric Advantage Through AI-Driven Data Management

Kate Reed, Sorin Adam Matei
The US Army War College Quarterly Parameters
Military Strategy and Technology
article

Mission Command’s Asymmetric Advantage Through AI-Driven Data Management

Kate Reed, Sorin Adam Matei
article en

Abstract

Artificial intelligence can optimize mission command by condensing multisource field data that ascends the decision chain while distilling concise, decision-quality guidance to the tactical edge. Diverging from existing publications, this article positions information asymmetry as a defining pillar of mission command rather than a limitation. This article presents a condensation-distillation framework that manages complexity through data condensation, AI-driven distillation, and conceptual metrics to assess asymmetric information flows. Drawing on military doctrine, algorithmic-warfare literature, and current modernization programs, military practitioners will engage with a systems-thinking perspective, revealing how AI-enabled command and control can enhance decision clarity and reinforce the intent of mission command.

The US Army War College Quarterly ParametersVol. 55(4)
Openalex Percentile: Top 50%
Military Strategy and Technology
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