CultivateAI is an AI-powered platform designed to combat faculty burnout and enhance retention, particularly for educators from diverse backgrounds, by formalizing and leveraging student-generated insights. It addresses the problem of faculty feeling isolated, overworked, and undervalued by providing a structured mechanism for students to offer anonymous, actionable feedback on their classroom experiences and perceived faculty needs. The platform uses AI to analyze this qualitative data, identifying patterns of excellence, pinpointing specific support requirements (e.g., administrative assistance, recognition for culturally relevant teaching), and highlighting areas for improvement. This data is then presented to university administrators and faculty in digestible reports, enabling targeted interventions, recognition programs, and the co-creation of supportive strategies. Additionally, CultivateAI offers AI-powered tools to help faculty automate tedious administrative tasks, personalize learning materials, and generate culturally relevant content, freeing up their time for more meaningful student engagement and fostering a more inclusive learning environment.