Preply integrated OpenAI to generate personalized lesson summaries and targeted language exercises for students. The system converts live tutor sessions into actionable feedback loops. This automation reduces manual administrative work for teachers. Practitioners can view this as a standard implementation of LLM-driven content synthesis within a specialized vertical marketplace.