Overview
Deploy secure, policy-controlled AI across campuses to assist faculty, support students, and streamline administration while maintaining academic integrity.
Common Challenges
- Data privacy for student records
- Academic integrity concerns with public LLMs
- High administrative overhead for faculty
Example Workflows
Faculty Assistance
Drafting syllabus materials and grading rubrics based on approved curriculum.
Student Support
Providing 24/7 policy-bound tutoring using institutional knowledge.
Deployment Example
Multi-Campus Hybrid
A central Rack server manages core models, while Edge Pros in individual departments handle local document indexing and fast inference.
Responsible Use & Restrictions
- Faculty review remains required
- No replacement of teachers
- No automatic high-stakes academic decisions
Recommended Products
- MUJPI Learn
- MUJPI One
Recommended Hardware
Edge ProTowerRack
Enterprise Capabilities
- Multi Location Management
- Ai Governance