Assistant Flutter App Features — Kumon Digital

Why Flutter specifically? A native Android and iOS app would double development and maintenance. A web-based PWA would lack the ink performance and offline capabilities. Flutter provides the "goldilocks" solution.

Parental anxiety in Kumon often stems from being unable to help correctly—parents might over-explain (violating self-learning) or miss early signs of frustration. The KDA solves this with a "Co-Pilot" dashboard. kumon digital assistant flutter app features

Before starting a worksheet, a simple 3-emoji check-in ("How do you feel about today’s topic?") is logged. Flutter’s local persistence (SQLite/Hive) stores this alongside performance data. Over time, the assistant correlates self-reported frustration with specific problem types (e.g., "Student reports 'confused' before 80% of fraction word problems"). The parent receives a weekly insight: "On days when your child feels unsure, they take 40% longer to start. Try reviewing Example Sheet B-12 together for 3 minutes." Why Flutter specifically