The integration of Artificial Intelligence (AI) in education is a growing global priority, particularly in addressing digital competencies and improving teaching quality. However, Nigeria faces significant challenges in adopting AI due to inadequate infrastructure, investment, and skilled personnel. This chapter discusses the potential of waqf (Islamic endowment) as a sustainable funding strategy to support AI in education, focusing on infrastructure, policy alignment, and long-term sustainability. It highlights traditional waqf's historical role in financing education and proposes a waqf-based financing model that incorporates infrastructural development, governance frameworks, and sustainability. This research employs a qualitative and conceptual layout focused on Islamic social finance literature and artificial intelligence in education and infrastructural development in Nigeria. It uses a comparative analysis of successful waqf-based educational financing models from selected Muslim countries, proposing a conceptual framework for a waqf financing model that integrates infrastructure development, policy alignment, governance structures, and sustainability mechanisms for AI in education. This approach aims to reposition waqf to support digital transformation, reduce educational inequality, and promote sustainable educational advancement in Nigeria. The model aims to bridge the digital divide through well-targeted waqf investments, promoting equitable access to education. It also calls for regulatory support for waqf integration into national strategies and emphasizes governance transparency. By fostering human capital development among educators and addressing ethical concerns, waqf initiatives can ensure responsible AI integration. The chapter draws insights from successful waqf models in other countries to advocate for a strategic reorientation of Islamic finance to meet technological needs in Nigeria’s education system, ultimately fostering educational innovation and sustainable development.