This project focuses on providing an infrastructure to aid the building of ontologies from existing NASA applications, in a manner that leads to long-term risk reduction. Currently numerous stove-pipe systems are in existence in the ISS (International Space Station) and Space Shuttle Program (SSP) which need to be integrated for studying the operational trade-offs through various risk-analysis tools. However, knowledge inside and across such systems has to be captured in ontologies for such systems, at appropriate abstraction levels and in a reliable manner, so that they can be analyzed holistically by existing tools. Based on our experience in using a clustering approach for analyzing knowledge bases from both NASA and non-NASA systems, we propose to build a semantic mediation toolkit that focuses on providing various types of ontological engineering aids during knowledge entry, leading to long-term quality assurance and interoperability of NASA systems. In Phase I of this project, the feasibility of applying Pragatiys MVP-CA methodology on a candidate system relevant to NASA will be demonstrated. In particular we will demonstrate feasibility of automating detection of ontological concepts, quality assurance issues and mapping and merging of concepts from NASA systems so as to lead to long-term risk reduction. The ultimate aim of the project is to reduce the risks involved in utilizing ontologies built for NASA systems.