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Data readiness predicts AI maturity
% reporting advanced or
transforming AI maturity
quartile
quartile
quartile
quartile
By quartile of data readiness | n = 415
Exhibit 1: Share of respondents reporting advanced or transforming AI maturity, by data-readiness quartile.
Motivation defines integration depth
optimization
for impact
Primary stated motivation for embedding AI more deeply | n = 415
Exhibit 2: Deployment depth reached, by primary stated motivation for embedding AI more deeply.
A third of organizations are exposed on both fronts
Confident in
containment
confident
confident
low-confidence
low-confidence
Low confidence in
containment
agentic AI Governance in place
(partial or dedicated)
n = 415. Magenta cell marks the double-exposure segment.
Exhibit 3: Governance status against confidence in containment. The magenta quadrant is the double-exposure segment.
Governance maturity flips the accelerator-to-constraint ratio
(partially/fully automated)
(ad hoc / manual)
Share describing AI governance as an accelerator vs. a constraint on deployment | n = 415
Exhibit 5: Share describing AI governance as an accelerator versus a constraint on deployment, by governance maturity.