How laborers and material movers are reshaped as AGI capability advances.

Only about 0% of Laborers and Material Movers 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: Due to the absence of specific O*NET tool, work activity, or work context data for this aggregate category, this score relies on the occupation title and the provided deterministic SOC code prior of 0.00. 'Laborers and Material Movers' perform strictly manual, real-world object handling, placing this occupation firmly in the pure physical band where AI serves purely as an orchestration or scheduling layer.
grounded in the economy graph · digital scalar 0.00 · physical
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Laborers and Material Movers is typically employed by 660 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+648 more via typicallyEmploys
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Laborers and Material Movers relies on 4 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
+4 more problems on the graph
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