Cyborg ERP Outcome Based Education (OBE)

Driving Quality Through Learning Outcomes Aligned with IQAC, NAAC & NBA Standards
Outcome-Based Education (OBE) represents a transformative shift from traditional teaching methods, focusing on mapping, measuring, and achieving specific educational goals. Unlike conventional systems that prioritize grades and rote memorization, OBE centers around enhancing the overall learning experience by evaluating outcomes at various stages.
Cyborg ERP’s OBE Module empowers higher education institutions to adopt and implement Outcome-Based Education in line with national and international accreditation frameworks such as IQAC, NAAC, and NBA. The system enables comprehensive definition, mapping, monitoring, and attainment tracking of:
- 🔹 CO (Course Outcomes)
- 🔹 PO (Program Outcomes)
- 🔹 PEO (Program Educational Objectives)
- 🔹 PSO (Program Specific Outcomes)
Key Features of Cyborg-OBE
📘 Define & Map Learning Outcomes
Outcome-Based Education (OBE) begins by clearly defining what students are expected to learn and demonstrate. With Cyborg Outcome Based Education Software, institutions benefit from a well-structured framework to define, organize, and align learning outcomes across courses and programs. This facilitates measurable learning, curriculum consistency, and strong alignment with institutional vision.
🔹 Cyborg OBE allows academic institutions to define and manage learning outcomes at all levels.🔹 Formulate COs, POs, PEOs, and PSOs for comprehensive academic planning.
🔹 Tag course outcomes at the topic level for detailed session tracking.
🔹 Map outcomes using Bloom’s Taxonomy across cognitive, affective, and psychomotor domains.
🔹 Link outcomes with institutional mission for strategic academic alignment.
🧩 Comprehensive Outcome Mapping Tools
🔹 Auto-generate CO-PO, PEO-PSO, and Mission–PEO matrices in seconds.
🔹 Define rubrics, weightages, and grading scales for effective assessment.
🔹 Build clear cross-level links from institutional goals to subject outcomes.
🔹 Visualize interconnections with indicators for outcome strength.
🔹 Ensure consistent curriculum alignment and continuous improvement tracking.
🧮 Outcome-Based Assessments
Cyborg OBE seamlessly integrates outcome-based evaluation into everyday academic activities, ensuring that every assessment contributes meaningfully to learning objectives. From assignments to final exams, the system provides tools to map, measure, and monitor student performance aligned with Course Outcomes (COs) and Bloom’s Taxonomy levels.
- 🔹Embed outcome-based evaluation into routine teaching and academic practices.
- 🔹Associate COs with various learning activities such as:
• Assignments, quizzes, projects, practical labs, seminars, and presentations
• Internal assessments, external examinations, and viva-voce - 🔹Supports both online and offline modes of assessment delivery.
- 🔹Create customizable assessment templates and link question papers to mapped outcomes.
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🔹Ensure each question is aligned with the appropriate level of Bloom’s Taxonomy for cognitive precision.
📈 Attainment Calculation Engine
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- 🔹Auto-generate CO-PO, PEO-PSO, and Mission–PEO matrices in seconds.
- 🔹Define rubrics, weightages, and grading scales for effective assessment.
- 🔹Build clear cross-level links from institutional goals to subject outcomes.
- 🔹Visualize interconnections with indicators for outcome strength.
- 🔹Ensure consistent curriculum alignment and continuous improvement tracking.
📊 Real-Time Dashboards & Reports
Cyborg OBE equips departments, IQAC teams, and academic leaders with real-time data visibility. With interactive dashboards and structured reports, institutions can make informed decisions, analyze outcome attainment trends, and continuously improve academic performance.
- 🔹Provide actionable insights to departments and IQAC teams.
- 🔹Access interactive dashboards with visual outcome analytics.
- 🔹View CO, PO, PEO, and PSO attainment levels graphically.
- 🔹Analyze performance by course, program, and department.
- 🔹Track longitudinal trends and identify recurring gaps.
- 🔹Export ready-to-use reports for audits, meetings, and reviews.
👨🏫 Faculty-Level Planning & Session Mapping
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- 🔹Help faculty align teaching with planned academic delivery.
- 🔹Plan every lecture or session with mapped learning outcomes.
- 🔹Monitor coverage and assessment of all course outcomes.
- 🔹Capture detailed mappings at topic, session, and course levels.
- 🔹Track teaching progress via faculty-specific dashboards.
- 🔹Improve session delivery with data-driven teaching insights.
📝 Feedback & Survey Tools
Cyborg OBE integrates stakeholder voices into the evaluation process, helping institutions gather actionable insights. It translates feedback into data-driven outcome indicators that support continuous academic improvement.
🔹 Gather stakeholder input to enhance attainment evaluation.
🔹 Create and conduct student course exit surveys.
🔹 Collect alumni, employer, and peer feedback easily.
🔹 Turn qualitative insights into outcome-based metrics.
🔹 Use metrics to fine-tune curriculum and teaching.
🔹 Promote continuous improvement with real-time data.
👨🏫 Faculty-Level Planning & Session Mapping
Cyborg OBE is built for seamless academic system compatibility, eliminating silos in data management. Institutions can automate information flow between systems and achieve streamlined outcome tracking with zero redundancy.
🔹 Connect easily with your academic infrastructure.
🔹 Sync with LMS, exam modules, and attendance.
🔹 Import data from tests, assignments, and marks.
🔹 Monitor outcomes without manual syncing effort.
🏅 Accreditation-Ready Documentation
Cyborg OBE simplifies documentation for NAAC, NBA, ABET, and IQAC by automating the generation of accreditation-aligned reports—helping institutions stay compliant with minimal manual input.
🔹 Auto-generate reports in accepted formats.
🔹 SSR, SAR, AQAR, ABET, IQAC outputs supported.
🔹 Ensure accreditation readiness with accuracy.
🔹 Save time by reducing manual reporting work.
📢 Alerts & Workflow Automation
Cyborg OBE automates critical academic workflows,ensuring timely alerts, structured processes, and end-to-end tracking for improved operational efficiency and compliance.
🔹 Auto-send alerts to faculty, students, coordinators.
🔹 Streamline workflows for approvals and reports.
🔹 Manage version control and task deadlines.
🔹 Track submissions, grading, and evaluation flow.
✅ Key Benefits of the Cyborg OBE Module
- Helps align academic programs and assessments with nationally recognized education standards
- Drives data-informed teaching strategies and strengthens faculty accountability
- Encourages student-centric learning approaches and ensures transparent outcome evaluation
- Minimizes manual tasks and generates accreditation-ready documentation with ease
- Fosters continuous academic improvement through clear, measurable outcomes
Fully Compliant With
- National Education Policy (NEP 2020)
- UGC-LOCF (Learning Outcome-based Curriculum Framework)
- NAAC Criteria 1, 2, 6, and 7
- NBA OBE Guidelines for Technical Programs
- IQAC Institutional Quality Monitoring
Create Question Paper Format
Firstly you have to create your Course/ Branch/Group/Section wise Question Paper Format for desire course.

Design Question Papers
Now you can design your Course/ Branch/Group/Section wise Question Paper for desire course and assign CO and Bloom Level for a Question

Question Paper Mapping with CO & Bloom
Now you can do the mapping work of your created questions papers as per Course/Branch/Section etc.

Set Question Paper Duration
Here we will set the Subject wise Question Papers Duration as per Designed the Course Subject wise Question Papers

Question Paper Marks Entry
Now you can perform your marks entry operations by selecting any students.

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Rubrics & Threshold Level
Rubrics Settings
Now you need to set the Rubrics Setting for the subjects of the course and set the level as well as range of Rubrics.

Threshold Settings
Now you can put your UG/PG Course Threshold Value as shown in figure.

Advantages of the Cyborg OBE Module for Educational Institutions
1. Automated Assessment for Fast Feedback
Our OBE module takes the assessment burden off educators. By automating assessment tasks, we reduce errors and let educators focus on teaching. Real-time analytics allows educators to see trends, identify areas for improvement, and make data-driven decisions.
2. Mapping Student Performances
Our LMS integration provides a 360-degree view of student performance. Educators can track progress, identify strengths and weaknesses, and tailor learning experiences accordingly. Every student gets the support they need to succeed.
3. Accreditation Made Easy
Our OBE module is designed to meet NAAC and NBA accreditation standards. By mapping learning outcomes to accreditation criteria, institutions can ensure continuous improvement and high standards.
4. One Click Reporting for Better Decision Making
With our comprehensive report generator, educators can create reports with a single click. Available in multiple formats, these reports make data easy to understand, enabling better planning and decision-making.
5. Transparency and Trust
Our OBE framework defines clear teaching methods and assessment criteria. Students understand how they are evaluated, promoting ownership of learning and building trust between educators and students.
6. Communication and Collaboration
The Outcome Based Education model fosters interactive learning. By promoting communication between educators and students, Cyborg OBE supports collaboration, personal growth, and a more engaging educational experience.
Conclusion
Our Outcome Based Education Software module helps institutions to optimize teaching, student engagement, and excellence. By simplifying administrative tasks and learning experience we make it possible to achieve success. Join the future of education with our complete OBE solution!