How wholesale trade agents and brokers are reshaped as AGI capability advances.

Roughly 80% of the work in Wholesale Trade Agents and Brokers is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: Since no child occupations are seeded, the scalar is derived from the NAICS lens and description. The description explicitly notes these agents 'do not take title to the goods' but rather broker transactions and earn commissions using 'the Internet or other electronic means.' Because the work avoids physical logistics like warehousing and freight, centering instead on relationship management, negotiation, and information exchange, the industry heavily favors digital knowledge work.
grounded in the economy graph · digital scalar 0.80 · digital
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Wholesale Trade Agents and Brokers 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 Wholesale Trade Agents and Brokers inherits.
Wholesale Trade Agents and Brokers is itself composed of 14 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
+2 more via partOf
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Wholesale Trade Agents and Brokers employs 227 occupations — the workforce whose routine, information-shaped tasks an autonomous stack can take under typed authority.
+215 more via employs
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
+2 more problems on the graph
No articles yet for this entity.
No capability events for this entity yet.