How hardware merchant wholesalers are reshaped as AGI capability advances.

About 35% of the work in Hardware 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 digital scalar is derived from the NAICS industry name and description. Hardware Merchant Wholesalers distribute physical goods like fasteners, handtools, and cutlery, meaning the industry's value-producing work is a physical-leaning hybrid mix of hands-on warehousing and logistics paired with digital sales, procurement, and inventory administration.
grounded in the economy graph · digital scalar 0.35 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Hardware 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 Hardware Merchant Wholesalers inherits.
Hardware Merchant Wholesalers is itself composed of 8 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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