Higher education is at an inflection point. Enrollment shifts, funding volatility, and tightening budgets are forcing university finance leaders to rethink how they operate — and many are turning to AI to help.
CollegeVine surveyed and interviewed more than 30 CFOs and VPs of Finance at colleges and universities across the country to understand where AI adoption stands today, what's driving it, and what's getting in the way. The result is our new report: Unlocking AI Transformation: Finance Leaders Map the Future of AI in University Operations.
What we found
The appetite for AI is real, but adoption is uneven. About 30% of finance leaders are already piloting or actively using AI, while 45% are still exploring and 25% say they're interested but held back by barriers. The biggest obstacle? Resistance to change, cited by 27% of respondents — outpacing cost, data privacy concerns, and unclear ROI.
When it comes to where AI can help most, workflow automation topped the list, followed by student support services, academic uses, and finance and budgeting. Leaders see a clear opportunity to reduce manual work and redirect staff time toward higher-value work.
Change management is the real challenge. Finance staff value stability, and many have seen past tech initiatives overpromise and underdeliver. The leaders making progress are the ones bringing staff along as active participants — not just rolling out new tools from the top down.
As one VP of Finance at a community college put it: "It's like moving from columnar paper to Excel. If we lead the change, we can shape the outcome."
Download the report
Ready to dig into the full findings? Download the report to get the complete data, leader perspectives, and a framework for moving AI adoption forward at your institution.
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