Preparing the published article.
Robot Density and Demand
Density highlights where automation is still shallow.
How to use density in planning
| Observation | Implication |
|---|---|
| High density, high wages | Replacement demand, upgrades and service |
| High density, low wages | Competitive pressure to automate further |
| Low density, high wages | Strong automation case |
| Low density, low wages | Cost pressure limits adoption |
What density does not tell you
- Nothing about which sectors are automating fastest.
- Nothing about service coverage or skills.
- Nothing about financing availability.
Density figures come from industry data with a reporting lag. Interpret alongside local conditions.