Research Background: This article discusses the integration of Western and Islamic epistemology in Islamic education as a strategy for shaping moderate character among students amid the challenges of globalization and the dichotomy of knowledge. The focus of this study is how Islamic revelatory values can be synergized with Western rationality and empiricism in educational practice. The research question addressed includes the lack of empirical studies on the implementation of this epistemological integration in the curriculum and teaching methods of Islamic educational institutions.Methods: This research employs a qualitative approach through literature review using a descriptive-analytical method. The key findings: indicate that integrative approaches, such as the use of contextual and value based learning, can shape students' characters to be tolerant, fair, and open-minded. Contribution: This article contributes the concept of a transintegrative paradigm that unites revelation and reason pedagogically to form individuals who are religious, rational, and humanistic. Conclusion: the integration of Western and Islamic epistemology is important for realizing holistic and contextual Islamic education. Such education can produce a generation that is not only intellectually intelligent but also morally mature and ready to live in a pluralistic society.