AI-Powered OBE Gap Analysis & Attainment Lifecycle

Full Attainment Cycle with Automation

Harness the power of automation to complete your entire Outcome-Based Education (OBE) lifecycle — from mapping to final NBA-ready reports — all in just a few clicks.

✅ What We Offer

🧠 CO-PO-PSO Mapping (Automated)

  • Define COs: Using an intuitive interface.
  • AI Suggestions: Based on Bloom’s taxonomy and program benchmarks.
  • Instant Outputs: CO-PO-PSO Matrix ready for NBA export.

⚡ Achieve Full Curriculum Mapping Accuracy

  • Smart Automation: Map PO-PSO relationships with ease.
  • Compliance Checks: Instant alerts for unmapped or underrepresented outcomes.
  • Output: NBA-ready PO-PSO Matrix and validation for SAR Annexure 3.1.

📊 Attainment Calculation (Direct + Indirect)

Direct Attainment

  • Upload Data: Internal/external assessment data.
  • AI Auto-Calculates: Attainment levels and aggregate CO/PO/PSO results.
  • Question-wise Tracking: Insights into assessment alignment and difficulty balance.

Indirect Attainment

  • Feedback Tools: Course Exit, Alumni, Employer surveys.
  • AI Mapping: Links qualitative feedback to quantitative attainment.
  • Standardized Calculation: 3-point or 5-point indicators for direct/indirect attainment weighting.

🕵️ Gap Identification & Corrective Actions

Gap Identification

  • AI-Driven: Flags underperforming COs, POs, and PSOs.
  • Root Cause Analysis: From student assessments or delivery issues.
  • Output: Heatmaps and priority recommendations.

Corrective Actions & Recalculation

  • Smart Recommendations: For remedial actions.
  • Continuous Improvement: Instant recalculation of attainment post-correction.
  • Output: CQI Tracker with before/after comparison charts.

📞 Want to See It in Action?

Schedule a Free Demo Request a Consultation Download Sample Report

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