Empirical Leadership.
Research-driven insights into leadership, transformation, and the variables that drive performance.
Featured Research
AI Workforce Adaptation: 2026 Benchmark
Workers want to grow with AI faster than their organizations are equipped to support them.
A study of 102 technical practitioners in Silicon Valley. Individual motivation to grow professionally scored 5.33 out of 7 — the highest single score in the survey. Every measure of organizational readiness scored lower. The gap is 0.59 to 0.69 points on the same scale, across leadership direction, organizational adaptation, and employee support.
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practitioners
practitioners
5.33/7Mean individual
motivation to grow
motivation to grow
0.59ptGap: individual vs.
org. readiness
org. readiness
Preparedness Sentiment Distribution
1
2
3
4
5
6
7
37% low (1–3)10% neutral53% high (5–7)
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