Teacher · At-risk students

Students who need attention

The system runs daily rules across every student in your cohorts. Each card shows WHY a student is flagged, with one-click actions to act on it.

FM
Faleupolu Mauga

Apia · 3 rules fired

  • high

    Disengaging

    5 days no activity

  • high

    Knowledge gap

    Last 3 lesson quizzes averaged 47%

  • high

    Off pace

    12% complete after 6 weeks (cohort avg 41%)

AS
Aiono Sale

Salelologa · 2 rules fired

  • medium

    Class drop-off

    Missed last 2 live classes after attending all prior

  • medium

    Comms thinning

    Last 3 replies took >36h (was <2h before)

MF
Maria Fa'amausili

Faleasi'u · 1 rule fired

  • low

    Quiz rusher

    Avg 22s per question over last 5 attempts (cohort avg 47s)

How the rule engine works

Each rule is a daily check on each student. Examples: Disengaging (no activity ≥5 days), Knowledge gap (last 3 lesson quizzes <60%), Off pace (projected to miss cohort deadline), Class drop-off (missed last 2 live classes after attending all prior), Comms thinning (reply latency tripled), Late submitter, Quiz rusher.

Confidence levels: high = unambiguous signal, medium = pattern worth checking, low= surface but don't panic. Teacher decides what to do — the system never auto-acts.