Disengagement is detected too late
A learner who stops at module three is found at the end of term. Two weeks earlier, a nudge would have recovered them.
Sta. Rosa, Laguna, Philippines
Enrolment is easy. Completion is the product.
Training businesses are measured on outcomes, but most run blind between enrolment and certificate. Dropout is discovered at the end, when it is far too late and the refund conversation has already started.
A learner who stops at module three is found at the end of term. Two weeks earlier, a nudge would have recovered them.
Instructors chase payments, resend links, and re-answer schedule questions instead of teaching.
Parents and sponsoring employers have no view, so they ask — and every question is answered manually.
Ungated links mean no sequencing, no prerequisites, and no evidence of what was actually completed.
What the market sees
Outcomes, prerequisites, schedule, and price per course
Register and pay in one flow, including instalments
Credibility that converts on the fence
Next cohort dates with capacity remaining
Where the operation actually runs
Sequenced lessons with prerequisite gating
Auto-graded quizzes and submitted assignments
Per learner and per cohort, with at-risk flags
For blended and in-person components
Verifiable, issued automatically on completion
Read-only progress for parents or funding employers
Enrolment paid
Create the account, send credentials, schedule the onboarding sequence
No activity for 7 days
Nudge the learner, flag to the instructor at 14
Module completed
Unlock the next and record the milestone
Course completed
Issue the certificate and request a testimonial
These are sector baselines and the targets a system of this shape is built to hit — not results measured on a past engagement. Delivered work with implementation notes is on execution logs.
Vector reads the document structure and returns scores, issues, and a prescription. For the full page, open the Vector dimension.
Scanning endpoints. Mapping workflows.