CO-PO Attainment & OBE Insights
AI-driven analysis of Course Outcomes and Program Outcomes for full accreditation compliance — with gap detection, attainment scoring, and AI-powered improvement suggestions.
OBE Analytics
CO-PO Attainment
CO-PO Correlation Matrix
| PO1 | PO2 | PO3 | PO4 | PO5 | PO6 | |
|---|---|---|---|---|---|---|
| CO1 | 3 | 2 | 1 | – | 2 | 1 |
| CO2 | 2 | 3 | 2 | 1 | 1 | – |
| CO3 | 1 | 2 | 3 | 2 | – | 1 |
| CO4 | – | 1 | 2 | 3 | 2 | 1 |
| CO5 | 2 | 1 | 1 | 2 | 3 | 2 |
CO Attainment vs Target
NBA Aligned
SAR Ready
Gaps Found
CO3, CO5
Attainment at a glance — CO by CO
Every course outcome is measured, tracked, and compared against targets. AI flags gaps instantly.
CO Attainment vs Target (70%)
CO-PO Correlation Matrix
Increase practical assessment weightage in the mid-semester evaluation for CS301. AI recommends adding 2 problem-solving labs.
CO5 maps to PO5 (Modern Tool Usage). Restructuring 2 lab sessions to include industry-standard tooling will close the gap within one semester.
OBE compliance made automatic
CO-PO Mapping Matrix
Interactive matrix visualizing the correlation between Course Outcomes (CO) and Program Outcomes (PO) with strength indicators.
Attainment Score Calculation
Automated direct and indirect attainment calculation across all COs using assessment data, with configurable threshold settings.
Gap Analysis
Instantly identify COs and POs falling below the attainment threshold and pinpoint the root causes of under-performance.
AI Improvement Suggestions
AI analyzes attainment gaps and recommends targeted improvements — revised assessment patterns, lab hours, or curriculum changes.
Student-wise OBE Tracking
Track each student's individual CO attainment levels, enabling personalized intervention and progress monitoring.
Accreditation Reports
Export CO-PO attainment reports in NAAC Criterion 2 and NBA SAR format with one click — audit-ready and formatted.