The Department of Defense (DoD) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop Neuro-Symbolic Artificial Intelligence (AI) agents aimed at enhancing the Authority to Operate (ATO) development process under the Risk Management Framework (RMF). The objective is to create an automated software toolset that assists cybersecurity personnel in efficiently drafting and maintaining ATO packages, leveraging advanced AI techniques and the expertise of subject matter experts (SMEs). This initiative is critical as it addresses the increasing demands on resources and time associated with ATO processes, ultimately aiming for significant efficiency gains, compliance with DoD regulations, and scalability across various acquisition entities. The solicitation is currently in pre-release, with applications due by February 5, 2025, and further details can be found on the official SBIR website.