STUDENT OUTCOMES
Student Success & Retention
Deploy AI-powered tools into your student success operation — risk scoring, intervention recommendations, and coach dashboards — to identify at-risk students weeks earlier and turn warnings into graduation success stories.
Request a Demo
See it in action
Real-time analytics, intelligent automation, and actionable insights—all in one unified dashboard.
Key Capabilities
Built for enrollment professionals who need precision, compliance, and speed.
AI Risk Scoring
A machine learning model scores every student on academic performance, engagement signals, and financial indicators. GPA is binned and financial status tokenized before any AI processing.
Intervention Recommender
Suggests personalized support actions per student — tutoring, advising appointments, financial aid check-ins, or peer mentoring — based on risk profile and historical outcomes.
Coach Dashboard
Advisors see a unified view of each student — risk score, course performance, engagement metrics, financial status, and intervention history — all in one screen.
Student Portal
Self-service access for students to view academic information, connect with advisors, access resources, and track their own progress through the institution.
Retention Analytics
Track cohort persistence rates, intervention effectiveness, and retention KPIs with drill-down capability by program, demographic, and risk tier.
Intervention Tracking
Log, manage, and measure the effectiveness of every student intervention with outcome tracking and advisor caseload management.
Why It Matters
PROVEN RESULTS
ROI-Driven Case Studies
Real institutions. Real outcomes. See measurable impact from day one.
Great Lakes State University
The Challenge
First-to-second year retention had stagnated for years. The advising team was managing thousands of first-year students with no systematic way to prioritize who needed help most urgently.
The Solution
Implemented Enroll Ops AI risk scoring across all first-year students, with AI-powered intervention recommendations feeding into advisor dashboards. High-risk students received proactive outreach within days of being flagged.
Weeks earlier
Risk Detection
Significant
Advisor Efficiency
Days
Intervention Speed
Measurable
Retention Impact
“The AI risk scoring identified students we would have missed entirely. Being able to intervene weeks earlier made all the difference in keeping students on track.”
— Dr. Angela Brooks, Associate Provost for Student Success
Ready to get started with Student Success & Retention?
See how Enroll Ops AI transforms your student success & retention workflows with intelligent automation.
Schedule a Demo