Overview

InsightQuill is a cross-platform college operations platform built for students, faculty, HODs, and super administrators. It brings attendance-aware assessments, departmental controls, feedback collection, and reporting into a single role-scoped application.

Its central differentiator is not generic survey collection: class and quiz feedback are scheduled, versioned, validated against quality rules, and transformed into course-level signals that faculty can act on. The same source base supports Android and web through Flutter, with Supabase-backed data, identity, and tenant isolation.