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Industrial, automotive, energy, supply chain — embodied work blends with AI-driven planning and design.
manufacturing exposure
12/100
matches cross-industry baseline
avg AI capability
43%
vs human baseline
manufacturing deployment
1%
avg companies running AI for these tasks
velocity (QoQ)
+0.10pts/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 Manufacturing, the data shows low exposure for now: deployment in this industry lags the broader market.
Metric Definition & Tracking
2% of manufacturing companies deploying AI · capability at 48% of human baseline
Technical Feasibility Assessment
2% of manufacturing companies deploying AI · capability at 65% of human baseline
Product Experimentation & A/B Testing
2% of manufacturing companies deploying AI · capability at 59% of human baseline
Backlog Grooming & Refinement
2% of manufacturing companies deploying AI · capability at 69% of human baseline
Roadmap Prioritisation
1% of manufacturing companies deploying AI · capability at 40% of human baseline
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