Predict & Prevent Student Dropouts
AI-powered predictive analytics identify at-risk students before they drop out. Enable timely interventions and improve institutional retention rates.
How AI Prediction Works
Data Collection
Gather academic, behavioral and engagement data
AI Analysis
Machine learning models identify patterns
Risk Scoring
Calculate risk score for each student
Intervention
Alert advisors for targeted support
What the System Analyzes
Academic Performance
GPA trends, grade changes, course failures
Attendance
Class attendance patterns and absences
Engagement
LMS activity, participation, interaction levels
Financial Status
Fee payment patterns and outstanding dues
Behavioral Patterns
Late submissions, assignment completion
External Factors
Demographics, first-gen status, work status
Proven Impact
Improved retention rates with early intervention
Better graduation rates and completion
Reduced student intervention workload
Start Predicting & Preventing Dropouts Today
Aveon's AI-powered retention system helps you identify and support at-risk students.
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