No Worker Left Behind
Research · HAPI
Five minutes. Five dimensions. A plan that is yours.
The Human Adaptability and Potential Index (HAPI) measures the one skill that decides who gets more out of new tools: adaptability. The free check runs in your browser, nothing is sent unless you choose to share it, and you leave with a personal plan for lessons, practice and people.
What it measures.
Three ways in.
HAPI Lite, the free check
Score yourself across the five dimensions in five minutes. Recommendations included. No sign-up, nothing saved.
StartThe HAPI Index 2026
The flagship piece on why GDP and unemployment are not telling us what is happening to workers.
ReadAI Job Map
72 occupations placed on the augmented/replaced × bargaining-power 2×2. Filterable, citable, CC BY 4.0.
OpenWhy adaptability, and why now.
Degrees and résumés measure what you learned. HAPI measures how fast you can learn the next thing, which is what today's tools reward. The workers with the most to gain from AI are the ones who have used it least; the check is where we find them and start.
- For workersA plan you can act on this week, not a label.
- For employersA better signal than a credential, and a way to see who needs the Safe AI at Work module first.
- For governmentsA population-level view of readiness that The Load Line builds on.
- Joint NWLB and Tao.AIMethod, validation and five-dimension model in the whitepaper.