Not all AI readiness challenges look the same. Whether you're navigating adoption inside a university or preparing your workforce for an AI-ready future, this diagnostic surfaces the friction points that matter most to you.
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⏱ Takes ~3 minutes🗺 Actionable Heatmap
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Your Results
Your AI Readiness Friction Profile
Across 6 dimensions of the AI Readiness Framework
Friction Heat Map
Your Friction Landscape
Each cell shows friction intensity — cooler tones signal lower friction, warmer tones signal higher friction
Low frictionHigh friction
All Friction Areas
Explore the full research
Your results are just the beginning. Visit the AI Readiness main page below to explore the complete framework, access the full report, and discover all available resources.