StudentX Retention
Predict · Alert · Intervene · Improve
Built For: Presidents · Provosts · VPs Of Student Success · CIOs
StudentX gives your team early alerts on at-risk students, so you can intervene while there's still time to keep them on track to graduation.
By the time the warning signs converge, the student is already gone. StudentX Retention changes the order of operations: risk is identified, explained, and routed before the term, the GPA, or the bill becomes a withdrawal letter.
1-in-4
First-year students at the average four-year U.S. institution do not return for year two
4–8 weeks
Typical window from first warning sign to withdrawal the window early intervention is built to win
$1M+
At risk per 100 non-returning students in lost tuition and that’s just year one
Predict risk earlier. Intervene with precision. Improve retention
One student. One screen. Every signal.
An advisor opening a student case sees the risk score, the factors driving it, every active alert, and the AI-recommended next steps, without leaving the screen
Four moves that turn scattered data into student outcomes
PREDICT
Multi-Model AI Risk
Specialized models score academic, financial, engagement, and behavioral risk and explain themselves in plain language.
- Severity-graded scores
- Explainable factors
- What-if simulation
ALERT
Nudge the Right Person
Auto-route to advisor, faculty, or support office — with SLAs tied to severity, plus multi channel student nudges.
- Early alerts & referrals
- Routing by specialization
- Mobile, email, in-app nudges
INTERVENE
Guided Case Action
Auto-built intervention plans with milestones, owners, SLAs, and one-click communications, so advisors do their best work, faster.
- Intervention plan builder
- 360° student profile
- Tasks · meetings · comms
IMPROVE
Outcome Loop
Every action is measured against student outcomes so the platform learns which strategies actually work, for whom.
- Outcome-driven insights
- Role-based dashboards
- Continuous model tuning
WHY THIS APPROACH
IS DIFFERENT
Explainable AI.
Audit-ready.
Transparent model metrics: accuracy, precision, recall
Integrated capabilities: one platform, no Frankenstack
Severity-based SLAs ensure no high-risk case slips through
The cost of waiting another term isn't theoretical
it's already showing up in
your numbers.
The financial math is brutal
Every percentage point of retention is millions in protected tuition over a four-year horizon. StudentX pays for itself before the first cohort graduates.
AI is no longer optional
Peer institutions are deploying agent-driven student success today. Standing still isn’t holding the line; it’s falling behind.
It's the right thing to do
Students who would have quietly disappeared get a hand on the shoulder at the moment it matters most. That’s the mission.
YOUR FIRST 90 DAYS LOOK LIKE
Connect & calibrate
Integrate SIS, LMS, financial aid & CRM. Calibrate risk models against your historical cohorts.
Pilot with one population
Stand up a focused pilot: a college, a cohort, a program, with your advising team in the loop.
Scale & measure
Roll out campus-wide with role-based dashboards, outcome reporting & continuous model tuning





