If you’re evaluating AI Agents for your institution, you’ve probably asked some version of the same question: is this
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Every text a student sends is more than a message. It’s a data point, and most institutions never look at it that way. This post walks through how AI Agents can turn everyday student texts into early warning signals, and how those signals can ...
Generic AI tools like virtual assistants, off-the-shelf chatbots, and repurposed generative AI weren’t built for the complexity of higher ed student situations. That shows when students stop engaging. AI agents in higher education do something ...
Most enrollment teams don’t lose prospective students to a competitor’s pitch. They lose them to silence — an unanswered question, a follow-up that came two days too late, a moment where a prospective student needed reassurance and got ...
Every institution we talk to has a team that cares deeply about students. Advisors who stay late. Recruiters who answer texts on weekends. Staff who take it personally when a student falls through the cracks. And yet — students are still falling ...
Many students do not fail suddenly. They disengage weeks earlier. The mid-semester drop off often begins with subtle signals like missed messages, confusion about assignments, or declining engagement. These behavioral and emotional signals are some ...
Every institution has a funnel. Applications. Admits. Deposits. Enrollment. Registration. Persistence. Graduation. But between every one of those stages is something less visible. A drop off. A delay. A moment of confusion. A missed follow up. That ...
Across higher education, leaders are being urged to adopt AI quickly. Boards ask about it. Vendors promise it. Staff worry about it. And yet, for many institutions, the reality has been underwhelming. Chatbots are launched. Tools are piloted. ...
