Field NotesClassrooms students leave with
Classrooms students leave with
Teachers keep growth visible — and portable — so students own the data.
A middle-school studio replaced scattered folder dumps with owned portfolios: mentors propose feedback, students accept what becomes permanent, families can export everything.
Parents saw progress without another surveillance dashboard. Teachers recovered hours once spent reconciling mystery files. Graduates left with a portable archive — not a locked platform footprint.
Learning tools should compound capability and dignity. Soft outcome: students practice agency while adults still hold care and review.