An AI co-pilot for education institutions: fifteen task types across four roles, running on the institution's own GPU.
A platform built around how Turkish education institutions actually operate — dershane, kurs, etüt merkezi and private schools. Four roles share one portal through role-scoped views: administration runs students, classes and fees; teachers work with a question bank, examinations, homework and attendance; students receive continuous AI tutoring and a generated list of their weak topics; parents follow performance, attendance and payments. The AI layer covers fifteen distinct task types rather than a single chat box, from question generation and exam assembly through grading, gap analysis and study planning to parent reporting. It runs on the institution's own H100 through Dify, which is what makes unlimited student usage viable against per-question API pricing.
Question generation across multiple-choice, true-false, fill-in-the-blank and open-ended formats; exam assembly; grading; gap analysis; study planning; lesson content; tutoring; a teacher co-pilot; and parent reporting are separate, purpose-built tasks.
Administration, teachers, students and parents share a single system. There is no separate parent application to build and maintain alongside it.
Gap analysis derives each student's weak topics from their own examination and homework results rather than a syllabus average, and feeds the generated study plan directly.
The model runs on the institution's H100 through Dify. Serving round-the-clock tutoring on owned hardware is what makes unlimited student usage affordable relative to per-question API pricing.
A retrieval layer holds a curriculum dataset scoped to each tenant, so generated questions and lesson content stay within the syllabus that institution actually teaches.
A queue-backed worker handles reporting, messaging and retrieval synchronisation, so bulk operations do not block the portal.
The portal ships with Turkish as the default and the internationalisation layer prepared for five languages.
No per-seat licensing, no vendor lock-in, no unpredictable invoicing. Our teams are available to scope an evaluation for any product in the portfolio.