Drop-off Alert
Use lesson progress and completion records to find where learners stop, with drop-off severity and stalled-learner lists.
Application
Engagement Decay
Turn learner activity and course progress into engagement-risk scores and lists of students who may need support.
For Course creators, bootcamp operators, and learner-success teams.
What you provide
- Recent learner activity logs for a course or cohort
- Login frequency and changes in active learning days
- Lesson completion progress and stalled modules
What you get back
- Engagement decay score for a learner, cohort, or course view
- Risk tier so teams can prioritize high-decay learners first
- Dropping-signal details such as lower login frequency, slower lesson completion, or reduced time-on-content
Example workflow
How a team might use it
Send recent LMS activity into the REST/JSON API, receive a decay score with the engagement signals that are dropping, then route high-decay learners to your own outreach, coaching, or course-review workflow before they become inactive.
Connect to your workflow
Use REST/JSON to send inputs and retrieve results from your application. Read-only MCP is available for supported services. Your team reviews the results and controls actions in its own systems.
More in this bundle
Quiz Grader
Score written quiz responses against a rubric and get criterion-level grades, feedback drafts, and cohort summaries for instructor review.