How construction and mining (except oil well) machinery and equipment merchant wholesalers are reshaped as AGI capability advances.
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About 45% of the work in Construction and Mining (except Oil Well) Machinery and Equipment Merchant Wholesalers is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: With no child occupations seeded, the scalar is derived from the NAICS industry lens and description. Merchant wholesale of heavy goods (construction, mining, and logging machinery) is inherently hybrid, requiring a blend of physical logistics (yard operations, heavy equipment handling, and parts distribution) and digital orchestration (B2B sales, procurement, and inventory management).
grounded in the economy graph · digital scalar 0.45 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Construction and Mining (except Oil Well) Machinery and Equipment Merchant Wholesalers 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 Construction and Mining (except Oil Well) Machinery and Equipment Merchant Wholesalers inherits.
Construction and Mining (except Oil Well) Machinery and Equipment Merchant Wholesalers 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.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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