This presentation introduces a new framework that aims to integrate AI into college counseling assessments. The idea is to improve the efficiency and effectiveness of mental health support for students by leveraging AI's capabilities. The presentation also addresses the urgent need for scalable and personalized mental health services. The framework highlights the importance of ethical considerations, ensuring privacy and equity, and outlines a comprehensive strategy for implementation, evaluation, and continuous improvement.