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SaaS, infrastructure, AI/ML, cybersecurity, and platform companies — the fastest AI adoption curve.
tech exposure
22/100
matches cross-industry baseline
avg AI capability
50%
vs human baseline
tech deployment
18%
avg companies running AI for these tasks
velocity (QoQ)
+2.97pts/Q
deployment growth rate
We track 24 adoption signals and 243 capability evidence items across 20 tasks that define a software engineer’s work. Filtered to Technology, the data shows moderate exposure: significant headroom before AI replaces a meaningful share of tasks.
Release & Deployment Management
28% of tech companies deploying AI · capability at 60% of human baseline
CI/CD Pipeline Management
22% of tech companies deploying AI · capability at 75% of human baseline
Technical Debt Management
4% of tech companies deploying AI · capability at 50% of human baseline
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