Education
Education: LMS analytics improved student success by 11%
Signals from LMS telemetry and nudges improved student outcomes.
Outcomes
11% success lift
Better cohort monitoring
Higher engagement
Approach
- Telemetry ingestion
- Risk scoring
- Advisor playbooks
- Student nudges
Key Metrics
Success rate
+11%
At-risk detection
+18%
Engagement
+9%