magistrOS – AI-powered risk detection for Google Classroom teachers

Summary: magistrOS is a Google Classroom companion that identifies at-risk and disengaged students early using an AI assistant named Magi. It provides weekly recaps and one-click interventions to help teachers monitor student engagement and performance effectively.

What it does

magistrOS analyzes classroom data with an intelligent retrieval-augmented generation (RAG) system to highlight students needing attention, draft parent communications, and generate assessments. It offers features like lesson creation from various sources, interactive assignments, and personalized parent reports.

Who it's for

It is designed for Google Classroom teachers who need to track student engagement and intervene early to support struggling or disengaged students.

Why it matters

magistrOS addresses the challenge of classroom fatigue by providing clear visibility into student risks, enabling timely interventions before issues escalate.