Three free assessments exploring how AI is reshaping knowledge work. In 5 minutes, uncover your unique relationship with AI and how it compares to thousands of professionals worldwide.
Each study examines a different dimension of how AI is transforming professional work. Take one or all three to build a complete picture.
Understand which parts of your role are most exposed to AI displacement and which capabilities give you a durable edge.
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Discover how your AI usage compares to peers and where untapped leverage remains in your workflow.
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Map the organizational bottlenecks, coordination costs, and governance overhead that limit your AI productivity.
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Identify the conditions, skills, and organizational supports that let you do your most effective work with AI tools.
Assess how accurately you perceive AI risk relative to your actual exposure, and where your risk intuitions diverge from evidence.
Evaluate the data quality, accessibility, and governance maturity that determines how much AI can actually help your team.
Pick the question that interests you most. No account needed to start.
5-6 minutes of trade-offs, scenarios, and reflections. No right or wrong answers.
Receive a personalized Archetype with scores, benchmarks, and a shareable card.
See how you compare across industries, roles, and regions. Take all three studies.
We don't reduce you to a number. Each study reveals an Archetype: a nuanced portrait of how you relate to AI in your work, shaped by your context, choices, and trade-offs.
Aware of AI's reach, actively reskilling, hedging across capabilities
Leading adoption, integrating AI deeply, pushing organizational boundaries
Measured approach, governance-first, waiting for proven patterns
Bottleneck-aware, process-focused, clearing the path for AI value
Track your results across all three studies, retake assessments to see how your Archetype evolves, and unlock the AI Position Map when you complete the full set.
Aggregate insights from across our research participants. Updated continuously as new data comes in.