ai for universities · Research + admin
University AI for research admin and student services — not the essay.
Ethics packs, HDR admin, student-service FAQ. Academic integrity rules are the product.
Where the hours go today
- Repeatable admin living in inboxes
- Inconsistent answers across the team
- After-hours leakage
- Documents nobody can find when it matters
What we actually build
- Student-service assistant + research-admin packs
- Document or knowledge assistant on approved material
- Handover and training
- On-prem LLM PC where the corpus cannot travel
Typical stack
Microsoft 365, Canvas, research management systems.
What we will not automate
No assignment writing. No unsupervised marking.
Questions
Where do we start?
One process, one owner, one success number. Usually a diagnostic or a receptionist / on-prem box.
Can data stay on-site?
Yes. See the on-prem LLM PC service.
If this is your week, start here.
Fixed scope. On-prem available.