Architecting the AI-Driven University: Empirical Evidence on Adoption Pathways from Malaysia and Indonesia
Findings indicate that satisfaction-focused AI strategy must prioritise ease-of-use improvements and workflow integration over training volume, while Indonesian institutions specifically need structural investment in infrastructure and governance frameworks as preconditions for effective capacity-building.