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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
government / education exposure
8/100
-8 vs cross-industry
avg AI capability
43%
vs human baseline
government / education deployment
1%
avg companies running AI for these tasks
velocity (QoQ)
+0.07pts/Q
deployment growth rate
We track 20 adoption signals and 147 capability evidence items across 20 tasks that define a product manager’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 (16/100), exposure in Government & Education is 8 points lower. This industry is moving slower than the average — but that gap typically narrows once a category lead emerges.
Technical Feasibility Assessment
1% of government / education companies deploying AI · capability at 65% of human baseline
Roadmap Prioritisation
1% of government / education companies deploying AI · capability at 40% of human baseline
Pricing & Packaging Decisions
1% of government / education companies deploying AI · capability at 53% of human baseline
Backlog Grooming & Refinement
1% of government / education companies deploying AI · capability at 69% of human baseline
Requirements & Specification Writing
1% of government / education companies deploying AI · capability at 68% of human baseline
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