Use Cases & Functional Domains

Student success, teaching/learning, faculty/research, admin/ops, cross-cutting.

• Student success and support: advising, early alerts, financial aid guidance, belonging/community navigation, career exploration.
• Teaching and learning: tutoring, formative feedback, study planning, accessibility support, curriculum assistance — with clear academic-integrity boundaries.
• Faculty and research: literature synthesis, grant writing support, lab or research workflow agents, administrative assistance.
• Administrative and operational: HR, finance, procurement, facilities, enrollment management, IT service management.
• Cross-cutting: knowledge management, policy navigation, scheduling, reporting and analytics agents.
• Explicitly separate high-value, low-risk pilots from high-risk domains that require stronger controls.