Research

Original research on manufacturing, operational intelligence and the economics of craftsmanship.

Abstract permit map and infrastructure data visualization

July 2026

Beautiful America Index

Measuring operational complexity across American manufacturing.

Abstract context graph showing factory data and capacity relationships

July 2026

Manufacturing World Model

Building an AI-native understanding of manufacturing operations.