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Public sector and academia — slow procurement cycles, but high political pressure on AI accountability.
government / education exposure
7/100
-7 vs cross-industry
avg AI capability
38%
vs human baseline
government / education deployment
1%
avg companies running AI for these tasks
velocity (QoQ)
+0.07pts/Q
deployment growth rate
We track 15 adoption signals and 80 capability evidence items across 15 tasks that define a finance 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 (14/100), exposure in Government & Education is 7 points lower. This industry is moving slower than the average — but that gap typically narrows once a category lead emerges.
Financial Systems Management
1% of government / education companies deploying AI · capability at 53% of human baseline
Variance Analysis
1% of government / education companies deploying AI · capability at 51% of human baseline
Financial Policy Development
1% of government / education companies deploying AI · capability at 55% of human baseline
Budgeting & Forecasting
1% of government / education companies deploying AI · capability at 48% of human baseline
Audit Preparation & Coordination
1% of government / education companies deploying AI · capability at 52% of human baseline
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