Features

One platform, three roles, one journey

The student journey stays identical no matter how a session is delivered — mentors and admins get purpose-built tools around it.

For students

Learn, submit, get feedback

Lessons & resources

Structured modules and lessons with linked slides, recordings, and reading — organized per cohort.

Learning evidence

Submit repos, documents, recordings, or links as proof of work — build a portfolio while you learn.

Progress & roadmap

See attendance, evidence, and review scores roll up into one weighted progress signal.

For mentors

Review queue

A pre-filtered, oldest-first queue of evidence waiting on your feedback.

Criterion-based reviews

Score submissions against a rubric your cohort defines, not a single pass/fail toggle.

Attendance & roster

Mark attendance per session and see every student's standing at a glance.

Coming to every lesson

These are wired into the UI today as placeholders — the AI service is a separate integration the core platform never depends on.

Ask AI

Generate quiz

Summarize resource

Generate flashcards

Weak topic analysis

Next best action