An Early-Warning System That Explains Itself, and Catches the Drop Before It Happens

ApolloSRM’s early-warning system does not “add AI.” It composes the signals your school already captures (attendance, SAP, balance, LMS engagement, enrollment changes) into one risk score per student, shows the top reasons behind it, and routes the alert to the right advisor before the student disengages.

Why schools see at-risk students too late

The warning signs are all there: a widening attendance gap, a slipping GPA, a stalled pace, an unpaid balance, a quiet LMS account. The problem is that they live in different systems, so the full picture only assembles at the disbursement or the SAP evaluation, long after the student has mentally checked out. By then it is a withdrawal, not an intervention.

How it works

A nightly job reads the live record and computes a composite score per student, with each factor normalized, weighted, and summed into a tier: Watch, At-Risk, or Critical. The same engine that already evaluates Satisfactory Academic Progress feeds it, so it is explainable and auditable from day one. The top three contributing reasons travel with every score, because an unexplained number is one nobody trusts, and no black box belongs in front of a regulator.

What it looks like in practice

An advisor opens “students needing attention” and sees María, a 78 in the Critical tier, with the reasons right there: 14 days no attendance, GPA down half a point, three missed assignments, a $1,240 balance. One click logs the outreach, assigns the advisor, and sends a nudge, and the system then tracks whether her score improves, so the school learns which interventions actually work. Alerts route to that student’s advisor rather than one giant list, and the parent/FERPA portal never sees a score. It is a tool for reaching the student, gated as a sensitive education record, tuned for precision over recall.

Catch the drift in week two

Retention is a timing problem, and timing is exactly what a unified record fixes. Catch the drift in week two, with the reasons attached and the intervention one click away, and every saved student is retained tuition and a defended completion rate. Think of it as the proximity alarm that sounds while there is still time to correct course, not the flight recorder you read after the crash.