Tool: Student Voice Integration Framework

Colleges and universities are making consequential decisions about AI: which tools to adopt, how to govern their use, what policies to establish, and how to integrate AI into teaching, advising, and student services. These decisions directly shape the student experience. Yet at most institutions, students are largely absent from the conversations that determine how AI will affect their education.

This gap is not just a missed opportunity for engagement. It is a strategic vulnerability. Students are already using AI tools, often more extensively than institutions realize. They hold perspectives on what support they actually need, where AI might help or harm their learning, and what guardrails would build their trust. Without structured input from students, institutions risk adopting AI in ways that miss the mark, erode trust, or deepen inequities.

Student voice in AI adoption is not about giving students control over institutional technology decisions. It is about ensuring that the people most affected by these decisions have meaningful opportunities to inform them. This framework provides practical guidance for building that input into your institution’s AI governance, policy development, tool selection, and implementation.

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