Direct answer
Useful university LMS features are the ones staff will operate weekly: structured video, progress rules, assessments, certificates, payments, and separate admin/faculty/student views. Decorative “AI” without context or limits is not a feature; it is a support ticket.
How it works
Map each feature to a job: registrar needs enrolment truth; faculty need grading; students need a stable player; accounts need a receipt.
Key considerations
- Proctoring claims vary widely — define what you actually require.
- White-label sites help branding; they do not replace SIS/ERP.
Avid’s approach
See the live product description on Avid LMS. In-lesson help is named Avid AI Learning Assistant, distinct from Avid AI Professor on OSM.