Vouli IQ Research
The AI Maturity Index
A quarterly, k-anonymous research snapshot of enterprise AI maturity, built exclusively from measured, consenting organisations on the Vouli IQ platform. No cell below n = 5 is ever shown; percentiles require n ≥ 8; the Index publishes only at a measured corpus of n ≥ 30 — and only after explicit human approval.
Free report · Inaugural edition 2026
The Enterprise AI Maturity Index — Framework & Methodology
The standard itself: the SOVEREIGN model (9 pillars · 15 dimensions), the five verdict bands from CRISIS to EXCELLENCE, the weighting and two-factor scoring, and an honest, fully-sourced read on the state of enterprise AI in 2026. Apply it to your own organisation today.
- • Every external statistic is attributed to its source.
- • No fabricated cohort numbers — live benchmark figures publish at n ≥ 30.
No edition published yet
The live benchmark publishes when the measured corpus crosses 30 organisations. We don’t model, extrapolate, or pad to fill the gap — the Index exists only when the data does. In the meantime, the framework & methodology report above is yours to use.