From Shadow AI to Strategic Advantage
Your students, faculty, and staff are already using AI. The question isn't whether — it's whether your institution can see it.

AI is already shaping how students, faculty, and staff learn, work, and collaborate. But without visibility into the tools being used, institutions risk falling behind the needs of their campus communities.
This ebook helps higher education leaders identify where Shadow AI is emerging, understand the implications for their institution, and recognize opportunities to guide AI adoption more intentionally.
What you'll learn
Explore four key signals to help your institution:
- Map campus AI adoption: Recognize where students and staff are already using AI tools.
- Identify visibility gaps: Better understand where unapproved AI usage may create institutional blind spots.
- Recognize institutional risks: Consider the implications for data protection, governance, and responsible use.
- Inform your AI strategy: Use a clearer picture of campus needs to guide future AI initiatives.
Move from awareness to action
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