AI Tutor · Early dropout detection

The at-risk student already gave signals. Pharis sees them first.

An AI tutor that accompanies each student inside their learning platform and delivers the professor a real-time dropout risk dashboard, weeks before grades reveal it.

Works on your current LMS. No server installation needed.

The problem

1 in 2 young people who start university in Latin America never finish. They don't disappear overnight: they fade out, week by week, in silence.

Source: Ferreyra, Avitabile, Botero, Haimovich & Urzúa, World Bank, 2017

Why almost no one sees it in time

When the grade drops, it's already too late

By the time the first zero appears, the student has been lost for weeks and the retention conversation arrives when they've already decided to leave.

The LMS records submissions, not effort

Your learning platform knows what was submitted and when. It doesn't know who struggled for three hours with a topic, who stopped opening the material, or who is about to give up.

The blind spot

The same student, two realities.

Your LMS records what gets submitted. Not what it costs to get there.

Comparison of the same student across 16 weeks. In your learning platform, all 16 weeks show as submitted and on time. In reality, their study activity declines steadily until it goes completely dark in the final weeks of the semester, without the LMS registering it.

What your LMS records All in order
What actually happened Was fading out

By the time the LMS shows the problem, it's already a zero. Pharis reads the bottom row: effort, weeks ahead.

How it works

From the student's question to the professor's alert.

Three steps. The student just studies as usual; the system does the rest.

STEP 01

The student opens Pharis while working

On Windows or Chrome, it accompanies the student while they do their assignments. It knows the course prompts and materials from their learning platform.

STEP 02

Pharis logs questions, patterns, and signals

Every question, every block, and every study session becomes data. Effort — invisible before — now leaves a trace.

STEP 03

The professor sees who needs attention

Weeks before the first zero, the dashboard flags students who are falling behind. There's still time to intervene.

See it in action.

From a student with a question to a professor with an alert. That's Pharis in under two minutes.

For the student

A tutor that knows their class, not a generic search engine.

Pharis supports the student with the context of their own course and leads them to understand — not to copy.

  • Knows their learning platform assignments and materials

    Answers using the actual course prompt, readings, and calendar — not generic internet results.

  • Available on Windows and Chrome

    Desktop app for Windows or a Chrome extension that requires no installation. The student chooses.

    Windows Chrome
  • Guides without doing the work for them

    Gives hints, asks questions, and reviews their reasoning. It doesn't hand over the completed assignment — it helps the student complete it themselves.

For the professor

The dashboard your LMS doesn't give you.

Pharis turns each student's daily work into actionable pedagogical analytics — without asking for an extra hour.

Real-time dashboard

Who is studying, who stopped opening material, and which topics are hardest for the group. Updated in real time.

At-risk student alerts

The system flags who is falling behind before grades confirm it. You decide when to intervene.

AI assignment analysis

Reads the group's work and summarizes patterns, common mistakes, and progress — so your review starts with context.

Pharis doesn't grade. It informs your judgment.

The return

One retained student pays for the entire campus license.

Adjust your institution's numbers and see what dropout costs each year compared to preventing it.

Revenue lost to dropout per year

$0

 


Retaining 10 students per year is worth $0. A campus license costs $0 per year.

Illustrative comparison: the license cost is a reference estimate; the final price is determined per institution. The retention figure uses your average tuition.

Integration

Works with your current LMS.

Pharis connects to the installation you already have. It doesn't replace your LMS — it understands it.

  • No server installation or new infrastructure needed.
  • No data migration: content stays in your LMS.
  • Students access via Chrome with nothing to install; on Windows with a lightweight app.
Moodle · Canvas · and more Pharis Dashboard

Connects to it, doesn't replace it. Your learning platform gives context; Pharis gives you the dashboard.

* Currently integrated with Moodle. Support for Canvas and other LMS platforms coming soon.

Testimonials

What those who use it say.

It's not a generic chatbot. It knows exactly what assignment the student has, what the rubric says, and alerts me who's going to have trouble before I notice.
Administration Professor
Private university, Mexico · 2026

Demo

Schedule a demo for your institution.

We'll show you the dashboard with a real case and calculate the return for your campus together. No commitment.

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