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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
39%
vs human baseline
government / education deployment
1%
avg companies running AI for these tasks
velocity (QoQ)
+0.06pts/Q
deployment growth rate
We track 20 adoption signals and 193 capability evidence items across 20 tasks that define a operations 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.
Reporting to Leadership
1% of government / education companies deploying AI · capability at 48% of human baseline
Resource Allocation
1% of government / education companies deploying AI · capability at 41% of human baseline
Onboarding Process Management
1% of government / education companies deploying AI · capability at 55% of human baseline
Team Scheduling & Resource Allocation
1% of government / education companies deploying AI · capability at 39% of human baseline
SLA Management
1% of government / education companies deploying AI · capability at 48% of human baseline
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