
From AI pilots to campus-wide impact: what HE technology leaders need to solve next
TL;DR AI ambition is growing quickly in higher education, but skills gaps, governance questions, legacy systems and unclear ROI are making it harder to move from pilots to everyday use. Technology leaders need to focus on the foundations that make AI safe, useful and easier to scale across the institution.













