Institutions are fighting for enrollment, and retention is one of the few levers they can directly influence--AI plays a role.
Recruitment & Enrollment

The hidden link between AI strategy and student retention


Institutions are fighting for enrollment, and retention is one of the few levers they can directly influence

Key points:

Higher education is in the middle of a sea change, and institutional leaders are feeling it from every direction. As retention becomes one of the most important drivers of institutional stability, many colleges and universities are turning to AI to better identify struggling students, personalize support, reduce administrative burdens, and help staff intervene before challenges escalate. For presidents, CFOs, and trustees navigating all of this at once, the drive to move quickly on AI is understandable, which is exactly why a clearer framework for adopting it in a student-centered way is imperative.

Decisions made today by higher education leaders will shape not only institutional survival but the quality of the experience waiting for every student who walks through the door. One of us has spent decades inside these institutions as a president, trustee, administrator, and advocate for student access. The other builds and deploys the technology that those institutions depend on. We are proud to offer our shared perspective in the hopes it will contribute to the larger, critical conversation by focusing it on the one area we are all striving to enrich: the student experience. 

The retention problem no one is talking about

Beneath every conversation about AI in higher education is a more immediate pressure keeping presidents, CFOs, CIOs, and student affairs leaders up at night: retention. Institutions are fighting for enrollment, and retention is one of the few levers they can directly influence.

What often gets overlooked is how deeply retention is tied to the student living experience, both on and off campus. When students feel disconnected or struggle to navigate campus resources during critical transition periods, the risk of disengagement increases. However, this is where AI is beginning to play a meaningful role as a buffer. Rather than replacing human connection, AI can help institutions identify students who may need extra support and enable staff to intervene more proactively and efficiently. With AI bridging the gap, campus institutions can ensure their students feel connected enough to stay.

The off-campus experience matters just as much. For many students, it is their first time managing leases, transportation, budgeting, roommates, and community life on their own. Institutions that leverage AI to create safer and better-supported off-campus experiences are not just improving operations. They are helping students develop communication, adaptability, and problem-solving skills that will matter long after they graduate and set them up for post-graduate success.

Institutions like California State University-Sacramento are already exploring how technology can be used to strengthen the student housing experience and better support student success. As housing and student accommodation leaders navigate mental health needs, staffing shortages, and rising expectations around communication and engagement, many are looking for ways to extend their capacity without sacrificing the personal connections that truly make a difference in a student’s time on campus. This is where AI has the potential to add value. When integrated thoughtfully, AI can help teams identify early indicators of student disengagement and automate routine tasks, giving staff more time to focus on relationship-building, intervention, and community development. Rather than replacing the work housing and student affairs professionals already do, AI can enhance their ability to deliver timely, personalized support at scale.

The 2025 EDUCAUSE AI Landscape Study found that while 57 percent of institutions now view AI as a strategic priority, only 22 percent have an institution-wide AI strategy. Additionally, only 39 percent have AI acceptable use policies in place, and just 9% believe their cybersecurity and privacy policies are adequate to address the risks these tools pose. There is ample room in the field to create strategies and tactics from the ground up that prioritize the student experience.

Without a clear institution-wide strategy, much less a housing and student affairs AI strategy, teams are often left trying to do more with less while still delivering the personalized support students expect. Many institutions are using tools without long-term alignment or clear outcomes. Yet even within this reality, institutions across the country are demonstrating resilience and innovation, modernizing thoughtfully while keeping student wellbeing at the center of decision-making.

The cost of colleges and universities getting this wrong ultimately falls on students and, eventually, on enrollment, reputation, and financial sustainability. But the opportunities embedded in this moment are equally significant for institutions willing to approach AI with clarity and intention.

Where the real work happens

After years of working alongside housing and student affairs teams, the most common obstacle is not a lack of tools or ambition. It’s knowing which problem to solve first. A student’s living experience sits at the intersection of retention, wellness, staffing pressures, and the day-to-day experience that determines whether a student feels they belong.

The right starting point is not which AI tools are available, but where friction in the student experience is highest and the impact that has on retention, satisfaction, and staff capacity. Used well, AI in student housing functions more like a compass than a GPS. It can help surface students who may be disengaging before concerns escalate, identify communication breakdowns, and help under-resourced teams focus on what matters most.

That same principle applies to off-campus experiences. Institutions can use AI to help students navigate housing more safely, access local resources more easily, and remain connected to campus support systems even after they move beyond residence halls.

The institutions seeing meaningful results are not necessarily the ones experimenting the most or spending the most money. They are the ones willing to focus on a specific problem, measure outcomes, and identify where AI can streamline work. They pair thoughtful leadership with a clear understanding of student needs and empower teams across campus to solve problems collaboratively.

Reframing what leadership looks like

The residential experience at higher education institutions is where students form the relationships and sense of possibility that shape everything that follows. While AI can improve access to information, it cannot replicate the experience of students growing alongside one another.

That growth increasingly happens both on and off campus. Students are learning how to live independently, navigate unfamiliar environments, collaborate with different kinds of people, and build their own communities. As AI reshapes industries and automates more transactional work, these deeply human skills become even more valuable.

Institutions that understand this and use AI to create more room for human connection rather than substitute for it are the ones that will define responsible innovation. The goal is not to optimize the residential experience, but to protect and strengthen the conditions that enable it to be transformative.

There is a bigger prize here than improved retention; it is the opportunity to show that the most durable response to technological disruption is a renewed commitment to the human experiences and relationships no algorithm will ever replace.

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