WEEK 10 · MODULE · RETENTION.CORE
Student Retention & Community Experience
Transform enrollment into lasting progress. Monitor engagement telemetry, completion rates, and community health — then let autonomous triggers reactivate at-risk learners before they churn.
Active Learners
12
Avg Engagement
67%
Avg Progress
67%
At Risk
2
Student Telemetry · Live
Engagement & Risk Monitor
streaming 2.5s
Student
Cohort
Progress
Engagement
Risk
🔥
Lina M.
ST-4101
AI Fluency C07
92%
96%
low
12
Omar K.
ST-4102
AI Fluency C07
78%
84%
low
7
Sofia D.
ST-4103
Prompt Systems
45%
38%
high
2
James R.
ST-4104
Automation OS
61%
62%
medium
4
Nora H.
ST-4105
AI Fluency C07
88%
91%
low
9
Tom B.
ST-4106
Founders MClass
34%
27%
high
0
Yuki T.
ST-4107
Prompt Systems
73%
71%
medium
5
Completion Analytics
Cohort Progress Pipeline
overall 67%
AI Fluency C0798/124 completed
Done Active Dropped
Prompt Systems52/86 completed
Done Active Dropped
Automation OS38/64 completed
Done Active Dropped
Founders MClass24/42 completed
Done Active Dropped
Insight Engine
Cohorts with daily mentor replies show +23% completion and -31% dropout vs. unmoderated groups.
Predicted retention lift · 78%
Community Health
Social Learning Pulse
HEALTHY
Posts / 7d
842+12%
Active Threads
38+5
Peer Reactions
4.2k+18%
NPS Score
72+6
Helpful Answer Velocity
94
Mentor Response Time
82
Peer Collaboration Index
76
Lesson Discussion Depth
88
Action · Autopilot
Automated Retention Trigger
Arm the system that senses disengagement and autonomously dispatches rescue nudges, mentor pings, and community re-activation flows.
Streak Rescue
Streak ≤ 1 day · In-app + SMS
Fired 84 times
Drop-off Alert
Progress stalls 72h · Email + Mentor
Fired 142 times
Milestone Cheer
80% module complete · Community + Badge
Fired 312 times
Re-engagement Pulse
Inactive 7d · Personalized lesson
Fired 56 times
▸ [kernel] retention.core mounted · cohorts=4
▸ [telemetry] 326 active learners online
▸ [triggers] 3/4 retention rules armed
retention.core · v1.0.0 · cohorts=4 · autopilot=standby