Readiness is integral to national security, and key to its management is the ability to measure it. The U.S. military reports monthly on overall readiness, and the authors? goal is to use artificial intelligence (AI) to improve the detail and accuracy of the U.S. military's readiness reports. This report will be of interest to people who seek to use AI and its enabling technologies to support the mission of national defense.