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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
government / education exposure
8/100
-9 vs cross-industry
avg AI capability
43%
vs human baseline
government / education deployment
1%
avg companies running AI for these tasks
velocity (QoQ)
+0.06pts/Q
deployment growth rate
We track 18 adoption signals and 112 capability evidence items across 18 tasks that define a ux/ui designer’s work. Filtered to Government & Education, the data shows low exposure for now: deployment in this industry lags the broader market.
Compared to the cross-industry baseline (17/100), exposure in Government & Education is 9 points lower. This industry is moving slower than the average — but that gap typically narrows once a category lead emerges.
Developer Handoff & Specification
1% of government / education companies deploying AI · capability at 70% of human baseline
Wireframing & Low-Fidelity Prototyping
1% of government / education companies deploying AI · capability at 69% of human baseline
UX Analytics Interpretation
1% of government / education companies deploying AI · capability at 53% of human baseline
Responsive & Adaptive Design
1% of government / education companies deploying AI · capability at 58% of human baseline
Information Architecture & Navigation Design
1% of government / education companies deploying AI · capability at 60% of human baseline
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