The Department of Defense, specifically the Marine Corps, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop automated tools for generating Intelligence Preparation of the Battlespace (IPB) content from open-source information. The objective is to create a system that efficiently analyzes and visualizes mission variables, enabling Marines to leverage AI and machine learning for actionable insights while reducing the time and manpower traditionally required for IPB processes. This initiative is crucial for enhancing operational effectiveness in dynamic tactical situations, with a focus on improving data quality and usability for mission planning. Interested parties should note that the solicitation is set to open on April 23, 2025, with applications due by May 21, 2025, and can find more information at the provided source link.