UniMentor 2.0Mentee · your guide
The intelligence layer
Explains, plans and quizzes — never completes graded work.
“Explain 3NF like I'm behind in class”
Data advantage
Every session makes the next match better — a compounding moat competitors cannot copy from day one.
Academic integrity
No graded assignment completion
Explain-first responses
Source-of-signal transparency
Human mentor in the loop
How the engine works
Signals
Course code, weak areas, quiz answers, session outcomes, availability
Understanding
Skill graph per student, mapped to course syllabus concepts
Matching
Ranked mentors by concept fit, outcomes, style and timing
Planning
Study plan generated, then rebuilt after every quiz and session
Feedback loop
Mentor notes and results feed back into the next plan
Understands the student
A living skill graph, not a static profile.
Improves the marketplace
Better matches raise completion and repeat rate.
Creates defensibility
Proprietary academic outcome data compounds.