Islamic education has remained one of the oldest and most influential systems of knowledge transmission in Nigeria, significantly contributing to religious literacy, moral formation, intellectual development, and social cohesion. For centuries, its pedagogical framework has been grounded in instructional methodologies derived from the Qur'an, the Sunnah, and the rich intellectual heritage of Muslim scholarship. These methodologies, including memorisation, teacher-guided instruction, discussion, demonstration, inquiry, and practical application, have produced generations of scholars and continue to shape the teaching and learning of Islamic Studies across the country. However, the rapid advancement of educational technology, particularly artificial intelligence (AI), digital learning platforms, mobile applications, and virtual learning environments, has transformed contemporary educational practices, presenting both unprecedented opportunities and complex challenges for Islamic education. This paper compares classical Islamic pedagogical methodologies with modern educational technologies in Nigeria, with particular emphasis on their philosophical foundations, instructional approaches, strengths, challenges, and prospects for integration. Adopting a qualitative documentary research design, the study draws on classical Islamic educational literature, contemporary scholarship on educational technology, and selected Nigerian studies on Islamic education. The study argues that while classical Islamic pedagogy has successfully preserved the authenticity of Islamic knowledge through direct teacher–student interaction, moral discipline, and character formation, it requires strategic adaptation to respond to the realities of the digital age. Conversely, although modern educational technologies have expanded access to Islamic knowledge, promoted collaborative learning, and enhanced instructional flexibility, they also present challenges relating to digital ethics, misinformation, the misuse of artificial intelligence, declining scholarly mentorship, and inadequate digital literacy. The paper concludes that the future of Islamic education in Nigeria lies not in choosing between traditional pedagogy and technological innovation but in developing an integrated pedagogical framework that harmonises the enduring principles of Islamic education with responsible digital transformation. Such an approach will enhance educational quality, preserve the authenticity of Islamic scholarship, and equip learners with the competencies required to address the intellectual and ethical challenges of the twenty-first century.