AI Roadmap for Academic: A Strategic Guide for Building AI-Ready Institutions

This eBook provides a strategic and practical roadmap for academic institutions seeking to integrate artificial intelligence responsibly and effectively into teaching, learning, assessment, and academic administration. It bridges conceptual understanding of AI with governance, policy, and operational considerations relevant to universities and vocational education providers. The book outlines key AI capability domains, institutional readiness factors, ethical and academic integrity considerations, and phased implementation strategies aligned with educational quality frameworks. It is designed to support academic leaders, educators, learning designers, and governance teams in moving from ad hoc AI adoption to structured, institution-wide AI capability development. This work is exploratory and practice-oriented, drawing on contemporary developments in generative AI, digital pedagogy, and academic governance. It is intended as a foundation for further institutional experimentation, policy development, and empirical research.