This workflow automates the high-touch, yet repetitive, process of tracking students on academic probation. It ingrades real-time data from the Student Information System (SIS) and Learning Management System (LMS), evaluating performance against individualized improvement plans. By automating the detection of missed benchmarks, it eliminates manual spreadsheet tracking and lagging alerts, enabling advisors to intervene with precision before a student disengages. The operational upside comes from scaling personalized support, reducing attrition, and freeing advisors from administrative surveillance to focus on complex counseling.




