Summary
An AI-powered propensity model predicted which prospective students were most likely to enroll in online programs. It combined web behavior data and conversation insights to replace traditional lead scoring. Institutions used the scores to prioritize outreach and personalize engagement. The approach improved marketing effectiveness and drove higher student registrations.