Redefining Independent Learning With AI Agents

<jats:p>Artificial Intelligence (AI) is fundamentally transforming educational institutions, shifting from a teaching tool to a strategic driver of institutional transformation. This paper explores how AI necessitates a thorough restructuring of governance, culture, and pedagogy to create an adaptive, data-driven, and learner-centered ecosystem. Rooted in constructivism and adaptive learning theory, AI acts as intelligent scaffolding, using analytics to design personalized paths and enhance academic outcomes. The study emphasizes the critical role of data-driven decision-making, requiring robust governance and ethical frameworks to convert data into strategic insights. This complex transformation demands “AI-ready leaders” and a holistic framework to navigate challenges like digital literacy and ethical concerns. The chapter provides a strategic roadmap for a sustainable, ethical, and human-centered intelligent learning system.</jats:p>