How footwear manufacturing are reshaped as AGI capability advances.

Only about 15% of Footwear Manufacturing is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: With no computed digital values for its child occupations, this rating relies on the NAICS industry lens and occupation names. The industry's core output is physical goods ('manufacturing footwear'), and its top employed roles—such as Sewing Machine Operators, Textile Machine Setters, Packers and Packagers, and Industrial Machinery Mechanics—involve hands-on material manipulation and machinery operation, placing the value step firmly in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Footwear Manufacturing sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Footwear Manufacturing inherits.
Footwear Manufacturing is itself composed of 9 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Footwear Manufacturing employs 30 occupations — the workforce whose routine, information-shaped tasks an autonomous stack can take under typed authority.
+18 more via employs
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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