Research · July 2026
Manufacturing Complexity Index
Quantifying the hidden operational costs of manufacturing.
Manufacturing productivity is constrained less by machines than by everything surrounding them: permitting, procurement, compliance, coordination and installation.
The Manufacturing Complexity Index measures those hidden costs to explain why similar factories can produce dramatically different outcomes.
Early signals
- 3,000+
- Permit jurisdictions analyzed
- 12 wks
- Median pre-production lead time
- 40%+
- Project cost outside production
- 6–18×
- Regional complexity variance
What we're seeing
- Manufacturing rarely fails on machining.
- Operational complexity compounds faster than labor cost.
- Permitting often takes longer than production.
- Physical AI creates the greatest leverage where operational friction is highest.
Get the full research
Methodology, datasets and the complete Manufacturing Complexity Index are available on request.