Academic Performance Dashboards
Visual dashboards for tracking CGPA trends, pass/fail ratios, subject-wise analysis, and dropout risk — with AI-powered early warning for every student.
Academic Performance
CSE Dept — AY 2024–25
8.21
Avg CGPA
94%
Pass Rate
12
At-Risk
CGPA Trend (S1–S8)
▲ 18%Subject Pass % Heatmap
At-Risk
12 students
Built for academic decision-making
Every chart, filter, and insight is designed around how faculty, HODs, and academic heads actually use data.
CGPA Trend Analysis
Track individual and batch-level CGPA trajectories across semesters with predictive trend lines.
Subject Performance Heatmaps
Visualize performance by subject, semester, and batch in an interactive heatmap with drill-down capability.
Department Comparison
Benchmark academic performance across departments and identify top and bottom performers at a glance.
Dropout Risk Indicators
AI-powered early warning system flags at-risk students based on attendance, grades, and engagement patterns.
Student-wise Tracking
Deep-dive into individual student profiles with full academic history, trend lines, and AI insights.
Multi-dimensional Filters
Slice data by semester, department, program, batch, or subject combination with instant chart updates.
Identify at-risk students before they drop out
The AI engine continuously analyzes attendance, assessment scores, submission patterns, and engagement signals to compute a personalized risk score for every student.
Rahul M.
92% risk20CS045
Priya S.
78% risk21ME023
Arjun K.
71% risk22EC012
Compare performance across departments
Computer Science
Electronics & Comm.
Mechanical Engg.
Civil Engg.
MBA
Instant
Dashboard refresh on data sync
98%
Early warning accuracy
360°
Student performance view
NAAC
Criterion 2 aligned reports
Powered by your live ERP data
Performance dashboards auto-populate from examination results, LMS attendance, and academic records — no manual data entry required.
Examination
ConnectedLMS
ConnectedAcademic
ConnectedAdmissions
Connected