Why this group needs memory
lecturers, tutors, class leaders, and course coordinators work with lecture notes, assignment briefs, rubrics, readings, slides, class FAQs, and project documents. The expensive part is not only reading documents. It is preserving the corrected interpretation after someone with expertise reviews the answer.
Manex gives the group leader a workspace where documents, grounded answers, corrections, and decisions can become reusable memory.