We are building the infrastructure layer for the future of education. Most educational software solves isolated problems. One platform handles assignments Another manages examinations. Another grades answer sheets. Another generates reports. Another provides analytics. Institutions are forced to stitch together disconnected systems and workflows. OzymorLab exists to change that.

Our mission is to build a unified, AI-native platform that connects students, teachers, schools, institutions, and academic authorities through intelligent educational workflows. Assessment and grading are where we begin. Educational infrastructure is where we're headed.

OzymorLab is an open-source education infrastructure platform designed to power the complete academic assessment lifecycle. The platform helps educational institutions:

• Create assessments
• Manage assignments and homework
• Conduct examinations
• Evaluate submissions using AI
• Generate meaningful feedback
• Monitor academic performance
• Automate institutional workflows
• Produce actionable insights

Rather than focusing on a single educational problem, OzymorLab aims to become the operating system that powers modern education.

                    Academic Authorities
                             │
                             ▼

Students ◄────────► OzymorLab ◄────────► Teachers
                             ▲
                             │
                             ▼

                  Schools & Universities

OzymorLab is designed to serve every stakeholder involved in the educational journey.

Question Creation
        │
        ▼
Exam Planning
        │
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Assignment Distribution
        │
        ▼
Submission Collection
        │
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AI Evaluation
        │
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Teacher Review
        │
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Student Feedback
        │
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Analytics & Reporting
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Institutional Insights

Traditional systems are often limited to grading essays or objective questions.

OzymorLab is being built to evaluate a broader range of academic responses including:

• Descriptive answers
• Mathematical solutions
• Multi-step reasoning
• Diagrams
• Graphs
• Structured problem solving
• Subject-specific workflows

The platform combines AI evaluation with human oversight to ensure trust, transparency, and academic integrity.

When context is missing, educators can guide the evaluation process and improve future assessments through feedback loops.

• AI-assisted grading
• Rubric generation
• Feedback generation
• Academic integrity checks
• Performance analytics
• Batch evaluation workflows

• Assignment submissions
• AI-powered feedback
• Discussion and clarification tools
• Learning recommendations
• Performance tracking

• Assignment management
• Homework workflows
• Question paper generation
• Rubric management
• Classroom analytics
• Bulk grading support

• Workflow automation
• Academic reporting
• Outcome tracking
• Administrative intelligence
• Compliance and accreditation support

• Personalized learning paths
• Adaptive practice systems
• AI tutoring experiences
• Concept mastery tracking

                    OzymorLab

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         ┌────────────────┴────────────────┐
         │                                 │

         ▼                                 ▼

OzymorLab-Frontend              OzymorLab-Backend

 React / TypeScript             FastAPI / Python
 Student Portal                 AI Evaluation
 Teacher Portal                 OCR Processing
 School Portal                  Workflow Engine
 Analytics UI                   Analytics Engine

         │                                 │
         └──────────────┬──────────────────┘
                        │

                        ▼

              Educational Infrastructure

We envision a future where every educational institution, regardless of size, location, or resources, has access to intelligent tools that improve teaching, learning, and administration.

Our goal is not to build another educational application.

Our goal is to build the operating system for modern education.

Students.

Teachers.

Schools.

Universities.

Certification Bodies.

Academic Authorities.

Connected through one intelligent platform.

We believe educational innovation should be collaborative.

OzymorLab welcomes:

• Developers
• Educators
• Researchers
• Designers
• Institutions
• Students

Whether you're improving documentation, fixing bugs, designing interfaces, building AI systems, or contributing educational expertise, your contributions help shape the future of education.

Start with:

• good first issue
• help wanted
• up-for-grabs

Join our community:

https://discord.gg/wYVC6RArj

Distributed under the MIT License.

See the LICENSE file for more information.