The reality check
The numbers you won't hear from anyone selling AI.
of US workers use generative AI daily at work. About one in four use it weekly.
Adoption is real, and earlier than the headlines suggest. Most people have not built the skill yet. Measured by NBER researchers, 2025.
higher hourly wages for workers who use generative AI daily, compared to non-users.
Weekly users earn 15% more. The gap is already in the wage data. Bick, Blandin, and Deming, NBER, 2025.
of enterprise AI pilots produced no measurable profit impact.
MIT traced the failures to a shortage of people who can use the tools well, not to the technology. MIT NANDA, 2025.
How it works
Three steps. If you are not busy right now, I promise - it will take less time than hours of doomscrolling.
Take the quiz
A few quick questions about your role, your daily tasks, and your experience with AI. Under 3 minutes. Free.
Get your score
Our scoring engine analyzes your career exposure across multiple risk factors. You get a clear number and a breakdown specific to your situation.
See your path forward
Your results show what you're exposed to, how you compare to peers in your field, and what your next moves should be. Your full report hits your inbox.
