Private University Admissions Office
A private university's admissions office was manually reviewing every application document, while attrition risk among enrolled students wasn't identified until grades had already slipped.
Approach: Document automation for the admissions pipeline paired with an attrition-risk model using enrollment and engagement data.
Outcome pattern: Faster application processing and earlier outreach to at-risk students.