History of Problem

Historically, admissions decisions have been done through human review processes focused on academic achievement, institutional fit and a holistic view of an applicant. However, through the course of time, digital transformation has introduced customer relationship management systems, predictive analysis and algorithmic tools into enrollment management. The recent acceleration of AI technologies has intensified conversations about how institutions may rely on automated systems in applicant review and outreach.