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%)
Teacher · At-risk students
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.
Apia · 3 rules fired
Disengaging
5 days no activity
Knowledge gap
Last 3 lesson quizzes averaged 47%
Off pace
12% complete after 6 weeks (cohort avg 41%)
Salelologa · 2 rules fired
Class drop-off
Missed last 2 live classes after attending all prior
Comms thinning
Last 3 replies took >36h (was <2h before)
Faleasi'u · 1 rule fired
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.