AI in Higher Ed: The Future of Enrollment Management

US colleges and universities are navigating how to use AI to streamline enrollment management as demand for real-time, personalized student interactions increases. Up to 57% of higher education leaders say their institution sees AI as a strategic priority this year, according to the 2025 EDUCAUSE AI Landscape Study.

From basic task automation to AI agents and data-driven engagement insights, AI adoption should focus on creating a genuinely student-centered experience, enhancing the human element rather than replacing it. Complying with regulatory standards and protecting student privacy and institutional reputation are also crucial factors in this process.

In this article, we’ll cover how AI engagement platforms like Mongoose use AI responsibly and strategically to help institutions optimize recruitment strategies, increase student engagement, and boost enrollment conversions, all while ensuring compliance and security.

From Experimentation to Adoption: AI’s Role in Higher Ed Enrollment Operations

Generative AI tools like ChatGPT have changed how people access information, shifting the focus from static search to dynamic, real-time conversations. As a result, the question of how AI will disrupt higher education, particularly student recruitment, has become a growing concern for university leaders.

Despite ongoing data privacy and security challenges, many higher education institutions have already begun working AI into their workflows to optimize resource allocation and improve student satisfaction, with 52% using it for administrative tasks and 44% for institutional analytics.

What’s more, the AI adoption curve continues to shorten as universities strive to gain a competitive edge amid a shrinking student pool and declining confidence in the economic value of higher education. (If you’re still sorting out what AI actually solves versus what it doesn’t, this breakdown of what institutions should demand from AI is a useful next read.)

Getting More Out of the CRM You Already Have

Your CRM is built to store and organize student data, not to carry a live, two-way conversation. Traditional CRMs manage records well, but they can’t analyze the actual content of student conversations or engagement trends on their own. That’s a gap for an engagement layer to fill, not a reason to rip out the CRM your team already trusts. (If you’re not sure whether your CRM is covering this gap, this 10-minute self-check walks through it.)

Mongoose connects directly to the CRM and SIS platforms institutions already run, including Slate, Salesforce, Banner, and Workday, syncing contact records, activity, and consent in real time. That connection lets institutions use AI-driven personalized prospect messaging and engagement insights to enhance human-driven admissions communication strategies, without duplicating data entry or standing up a second system of record.

Working alongside the CRM rather than around it, Mongoose’s AI engagement platform enables institutions to track trends in student interactions, identify key engagement drivers, and gain a deeper understanding of what influences student decisions throughout the enrollment process.

“We’re excited to see how student recruitment will evolve, but we know students can tell what’s real and what’s not. Maintaining that personal, human-centered communication will always be key.”

Brandon Wente, Associate Director of Admission, Concordia College

Where AI Fits Into Enrollment Management Today

Here’s a quick look at how higher education institutions can use Mongoose’s Engagement Platform to reshape the admissions process and increase application yield.

Improve Engagement Strategies with Conversation Insights

Your CRM is great at organizing data, but on its own it doesn’t surface the behavior and intent signals that show which communication strategies actually resonate with prospective students. Layering engagement data on top closes that gap, so institutions spend less time and fewer resources on outreach that isn’t driving real engagement.

By using unstructured conversational data, Mongoose provides key insights into student sentiment and engagement trends. These insights allow admission counselors to proactively tailor their messaging and refine communication strategies based on real student interactions.

Automate Manual Admissions Tasks to Prioritize High-Impact Interactions

The more meaningful conversations institutions have with prospective students, the higher their enrollment yield. Yet, admissions staff often spend a considerable amount of time answering repetitive questions or performing labor-intensive administrative tasks, time that could have been better spent building trust with applicants.

Web Chat can handle FAQs and capture contact information, freeing up your staff for more high-impact interactions. Messages are automatically sorted into categories, with high-priority messages flagged so admissions counselors can address them in real-time through a Shared Inbox, ensuring timely, personalized support.

Mongoose’s platform enables institutions to transition smoothly from AI Assistant interactions to live conversations when human support is needed, reducing response times while maintaining a personal touch. If you want the fuller “AI agent vs. chatbot” distinction, this FAQ breaks it down for admissions, student success, and advancement.

“Mongoose’s chatbot has enabled MCC to automate 80% of routine inquiries, allowing staff to focus on more complex student needs.”

Dustie Hamilton, Director of Enrollment Systems at McLennan Community College

Increase Student Engagement with Personalized AI-Driven Outreach

Admissions teams are stretched thin trying to follow up with prospective students, leaving little time for message personalization. As a result, today’s applicants, who seek authentic, two-way conversations across multiple channels, may end up ghosting institutions that can’t meet these expectations. (For a closer look at where that disengagement actually happens, see 3 Ways Institutions Lose Students After They Apply.)

Mongoose’s AI Assistants allow your institution to deliver 24/7 personalized support by answering routine applicant questions about admissions requirements, campus events, and financial aid. With Smart Messages and AI-suggested replies, your admissions staff can reduce response time and build meaningful connections, guiding prospective students through the application process up to enrollment.

Additionally, Mongoose supports multi-channel engagement, ensuring that students can interact with institutions across Text, WhatsApp, and Web Chat, whichever they prefer.

“Mongoose played a pivotal role in reducing summer melt by improving contact rates with admitted students. By following up text messages with phone calls, OSU-Cascades increased its overall contact rate from 36% to 57%.”

Alex Galbreath, Director of Admissions at Oregon State University – Cascades

Balance AI and Human Touch in Admissions Communications

There are no shortcuts to building trust. That’s why the goal of using AI in admissions isn’t to replace dedicated counselors and advisors but toenhance their ability to engage prospective students while maintaining the human touch that defines your institution’s culture. AI handles the routine. Humans handle the work they came here to do.

Recent insights from our webinar with The Chronicle of Higher Education, “Empathy and AI: Transforming Higher Education Conversations with Intelligence,” reinforce why institutions must rethink their communication strategies.

During the webinar, Mongoose leaders explored the role of AI-driven engagement in bridging the gap between AI automation and human connection in higher ed. One of the key findings discussed was that institutions engaging students in meaningful, two-way conversations see significantly higher enrollment yields.

A 2025 Mongoose study analyzing over 300,000 student conversations revealed:

• Students who engaged in 20+ two-way conversations with their institution had a 90%+ enrollment yield.
• Institutions that relied on one-way messaging alone saw far lower engagement and conversion rates.
• AI-powered chat improved response times, ensuring that students received timely support when they needed it most.

Mongoose helps your admissions staff use AI-driven tools strategically for time-consuming tasks, such as answering basic questions, analyzing conversation data, and generating reports on campaign performance.

With that off their plate, counselors can dedicate more of their time and energy to what matters most, building meaningful connections with students.

Want to learn more? Watch the full webinar here to explore how AI-driven engagement can support student connection at your institution.

Ensure Compliance and Security in AI-Driven Enrollment Strategies

The 2024 EDUCAUSE Analytics Landscape Study reveals that only 53% of higher education institutions actively use analytics to inform their admissions and enrollment decisions. This gap means that almost half of the institutions are missing opportunities to improve their recruitment outcomes.

However, as institutions increase their reliance on AI-driven communication, compliance and data security must remain a top priority.

Mongoose maintains compliance with FERPA, TCPA, and GDPR, reducing the risk associated with AI-powered student communication. Its built-in safeguards handle opt-in management, regulatory adherence, and protection of student data

This proactive compliance management allows institutions to scale AI-driven outreach without putting student privacy or institutional reputation at risk.

Thinking Ahead

While the full impact of artificial intelligence on higher education is yet to be seen, institutions that thoughtfully and responsibly put its potential to use will gain a competitive advantage.

By combining AI-driven efficiency with human connection, the Mongoose AI Engagement Platform enables institutions to scale personalized prospect outreach, improve student engagement, and make proactive, data-informed decisions, all while ensuring compliance and security.

Ready to give your admissions team more capacity for the conversations that matter? Book a demo with Mongoose.

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