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July 15, 2025

Integrating Artificial Intelligence and Machine Learning Technologies into Common Operating Picture and Course of Action Development

C. Anthony Pfaff and Christopher John Hickey, Principal Investigators


©2025 C. Anthony Pfaff. All rights reserved.

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Integrating Artificial Intelligence and Machine Learning Technologies into Common Operating Picture and Course of Action Development explores the potential of artificial intelligence (AI) and machine learning to revolutionize military planning processes by enhancing situational awareness and expediting course of action development within the Joint planning process. The study delves into technical, organizational, and resource considerations that are critical for AI integration. In addition, the study highlights the importance of clean, structured data in training AI systems, addresses challenges in data collection across varying formats and classifications, and emphasizes the need for AI-friendly infrastructure. By automating processes like common operational picture generation and leveraging AI for course of action analysis, military planners can achieve greater efficiency and decision-making speed. Furthermore, this publication underscores the challenges of ethical implementation, resource sustainability, and organizational adaptation, including upskilling personnel and integrating commercial vendors. Case studies, such as the Maven Smart System and STORMBREAKER, demonstrate AI’s ability to enhance data fusion, improve battlefield awareness, and streamline operational planning. This research provides a robust framework for overcoming barriers to AI adoption, enabling the US military to harness AI technologies for enhanced planning, decision making, and operational success. 
 

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Keywords:
artificial intelligence (AI), machine learning (ML), common operational picture (COP), course of action (COA), Joint planning process (JPP), data integration, data management