The Department of Defense (DoD) is seeking proposals for the development of a Generalized Artificial Intelligence (AI) Explainability Tool for Object Detection, aimed at enhancing the understanding of deep neural net computer vision (DNNCV) algorithms. The objective is to create a user-friendly tool that can analyze DNNCV algorithms and provide accessible explanations of the features leading to object detection, catering to users without AI expertise. This initiative is crucial for both military applications, such as improving object detection systems and countering adversary AI, and commercial sectors that require enhanced AI literacy and consumer trust. Proposals for Phase I are invited with a funding limit of $250,000 for a performance period of six months, with the application due by July 23, 2025. Interested parties can find more information and submit proposals through the DoD SBIR/STTR website at https://www.dodsbirsttr.mil/topics-app/.