A student learns A at school, does B at home, and C during tutoring. He gets an F. Nobody captures the full picture, so nobody knows how to help. LessonOrca builds a persistent model of how each student thinks and learns. We take in raw actions like chats/audio transcripts/grades, and create a comprehensive profile that compounds with every student interaction. This living profile currently powers automated lesson plans, homework, and parent reports for tutoring centers.