AI tutor infrastructure, not just another chatbot

TutorCore is an API for online schools that prepare students in grades 8–11 for the Russian state exams (OGE and EGE). The school connects a single endpoint and gets a managed AI mentor: photo solution checking, explanations with LaTeX formulas and 24/7 support for students.

We deliberately do not build an "answer machine". The agent works like a strict but friendly tutor: it finds the mistake, explains why it happened and asks a guiding question. The student gets the answer only once they have reached it themselves.

Every school is a separate tenant: its own key, its own prompt tailored to the curriculum, its own subjects, limits and analytics. Each school's data is isolated from all the others.