2046 Workforce
582.1M
Active labor pool
Automation Share
68.4%
Capital share of tasks
Output Index (2046)
142.5
Base 100 = 2025 output
Peak Timing Risk
2031
Max labor-robot friction
Manufacturing Output Index (Base 100)
Workforce Size (Scaled / % of 2025)
Industrial Automation Share (%)
Transition Timing Friction Gap
Critical Friction Window: Between 2029 and 2034, demographic labor exits outpace productive automation installation.
Failure to deploy sufficient AI-assisted robotics before 2031 creates structural industrial deficits.
High Timing Sensitivity