TMPC software is built on legacy code that presents challenges in maintainability, performance optimization, cybersecurity, and integration with evolving mission systems. Current modernization efforts rely on manual refactoring, which is time-consuming, error-prone, and costly. There is a critical need for an AI-driven capability to automate code refactoring, optimize computational efficiency, and integrate cybersecurity features without disrupting TMPC’s core functions. This effort will enable seamless software upgrades while maintaining backward compatibility with existing operational platforms. The proposed solution will leverage machine learning (ML) and natural language processing (NLP) to analyze, refactor, and optimize TMPC’s codebase while preserving mission-critical functionalities. Additionally, AI-assisted software validation and security enhancements will ensure that modernized TMPC software meets the evolving requirements of Navy mission planning environments. Work produced in Phase II may become classified. Note: The prospective contractor(s) must be U.S. owned and operated with no foreign influence as defined by 32 U.S.C. § 2004.20 et seq., National Industrial Security Program Executive Agent and Operating Manual, unless acceptable mitigating procedures can and have been implemented and approved by the Defense Counterintelligence and Security Agency (DCSA) formerly Defense Security Service (DSS). The selected contractor must be able to acquire and maintain a secret level facility and Personnel Security Clearances. This will allow contractor personnel to perform on advanced phases of this project as set forth by DCSA and NAVAIR in order to gain access to classified information pertaining to the national defense of the United States and its allies; this will be an inherent requirement. The selected company will be required to safeguard classified material during the advanced phases of this contract IAW the National Industrial Security Program Operating Manual (NISPOM), which can be found at Title 32, Part 2004.20 of the Code of Federal Regulations.
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