Study Group Demo
Student Early Warning System
Sai Khuntia demos Suraah Student Early Warning System from Social Impact Agents Demo Day.
Demo 02 · 15 August 2026 · 14 min
Suraah Student Early Warning System
Sai demos an early warning system built for Suraah, an NGO working with schools in Uttarakhand. Teachers already record attendance, sick days and absences every month, but the data stays trapped in spreadsheets. The tool links a live Google Sheet, applies a risk rules engine to surface critical and warning cases, and adds a teacher assistant that answers plain questions like “which students need immediate attention?” against the current data.
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