The Department of Defense, specifically the Army, is seeking proposals for the Small Business Innovation Research (SBIR) program focused on the development of a Large Language Model (LLM) Course of Action Analysis (COAA). This opportunity allows for Direct to Phase II submissions with a funding amount of up to $2,000,000 for an 18-month performance period, aimed at enhancing intelligent process automation for mission command and intelligence by effectively sorting Open-Source data and Publicly Available Information. The research will explore Boyd’s OODA Loop to identify disruptive courses of action in multi-domain environments, ultimately enabling warfighters to achieve strategic advantages. Interested parties must submit their proposals by October 1, 2024, with additional documentation required to demonstrate technical feasibility and a commercialization plan for both DOD and commercial markets.