Attainment with AI: Making a Real Difference in College Completion with Artificial Intelligence provides many practical ideas and concepts for higher education institutions and systems to employ generative AI for student success, completion, and equity. The playbook categorizes 170+ use cases and 30+ sample prompts within three key operational frameworks:
Organizational Effectiveness
– Strategic planning supported by predictive analytics and scenario modeling
– Optimized IT infrastructure through predictive maintenance and automated support
– Streamlined administration via automated compliance reporting
– Data analytics to guide strategic enrollment management and planning
– Predictive analytics for budgeting and financial decision-making
Teaching and Learning
– Personalized learning content tailored to students’ needs and interests
– Immersive simulations for experiential learning
– Automated formative assessments and real-time feedback
Student Experience
– Personalized academic planning, scheduling, and pathway optimization
– Early alert systems and targeted outreach to support student success
– Immersive learning through AR/VR and gamification
– AI chatbots for 24/7 tutoring, advising, and support