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SaaS, infrastructure, AI/ML, cybersecurity, and platform companies — the fastest AI adoption curve.
tech exposure
24/100
+8 vs cross-industry
avg AI capability
43%
vs human baseline
tech deployment
3%
avg companies running AI for these tasks
velocity (QoQ)
+0.22pts/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 Technology, the data shows moderate exposure: significant headroom before AI replaces a meaningful share of tasks.
Compared to the cross-industry baseline (16/100), exposure in Technology is 8 points higher. This industry is moving faster than the average — assume your specific role-tasks face deployment pressure sooner than peers in other sectors.
Metric Definition & Tracking
4% of tech companies deploying AI · capability at 48% of human baseline
User Story Creation
4% of tech companies deploying AI · capability at 69% of human baseline
Backlog Grooming & Refinement
4% of tech companies deploying AI · capability at 69% of human baseline
Release Communication
3% of tech companies deploying AI · capability at 55% of human baseline
Requirements & Specification Writing
4% of tech companies deploying AI · capability at 68% of human baseline
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