The Problem with Traditional Guidance

In most public schools, a Guidance Counselor only finds out a student is failing after the quarter grades are finalized. By then, the student has often completely disengaged. This is what we call an "autopsy" rather than an "intervention."

Reactive vs Proactive

Relying solely on quarterly grades means interventions happen too late. Over 60% of dropouts could be prevented if identified 4 weeks earlier.

Enter Proactive Telemetry

By utilizing the Apterlearn EdOS, every interaction a student makes is quietly logged into our Sovereign LLM and ML radar:

Attendance streaks
Gamified module completion
Clinic visits

"Intervening at week 3 instead of week 9 changes the entire trajectory of a child's academic year. The data proves it."

The 3-Week Rule

Our internal data shows that if we can catch a pattern of disengagement by Week 3 of the quarter, the success rate of an intervention jumps by 84%.

Our ML Radar analyzes these micro-behaviors and sends a push notification directly to the Guidance Counselor's dashboard. No more waiting for printed grade sheets.

Privacy Assured

All telemetry data is anonymized before passing through our ML models, strictly adhering to the Philippine Data Privacy Act (RA 10173).

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