What's Holding Back My Use of AI?
Identify organizational barriers limiting your AI productivity. A 5-minute assessment grounded in original research across thousands of professionals.
Start Your AssessmentAI Is Reshaping Knowledge Work. We're Measuring How.
Most of what you hear about AI and jobs is speculation. This research replaces opinion with evidence.
Evidence, Not Hype
Corvair is building the largest independent dataset on how AI is actually affecting knowledge workers. Unlike vendor surveys designed to sell products, this research measures what is really happening.
You Get Real Answers
This is not a lead-gen quiz or marketing funnel. You receive a genuine, personalized archetype with peer benchmarks and actionable next steps, immediately, with no paywall or sales follow-up.
Your Data Helps Everyone
Every response strengthens the dataset. Corvair publishes aggregate findings openly so professionals, teams, and organizations can make decisions grounded in real data, not speculation.
Independent & Private
Corvair is not a vendor. We do not sell AI tools or consulting engagements. Your responses are anonymized for research, and your individual results are never shared with anyone.
Your Complete AI Exposure Profile
The assessment delivers four essential insights to help you understand and navigate AI's impact on your work.
Your Vulnerability Score
A calibrated measure of how exposed your role is to AI-driven change, based on your specific tasks and context.
Your Professional Archetype
One of 63 distinct profiles describing how AI intersects with your professional identity and working style.
Peer Benchmarks
See how your scores compare to others in your industry, role, and region across the full dataset.
Actionable Next Steps
Concrete recommendations tailored to your archetype for strengthening your position and adapting to change.
Three Steps to Clarity
Answer the Questions
Tell us about your role, tasks, and working environment. Takes about 5 to 6 minutes.
Get Your Archetype
Receive your personalized AI vulnerability profile with scores and peer benchmarks, immediately.
Explore and Compare
Dive into recommendations, compare with peers, and track how your profile evolves over time.
Your Data Is Safe
View the research methodology
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Built on Original Theory
This research program is grounded in Proxy.Me: Agentic AI Digital Apprentices (Jackson, 2026), which introduces the frameworks for understanding how AI transforms knowledge work.
Takes about 5 minutes. You'll see your results immediately.