How institutional team dealers are reshaped as AGI capability advances.

About 45% of the work in Institutional Team Dealers 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: The company type's description explicitly lists a blend of hands-on physical roles (Screen Print Operator, Heat Press Operator, Warehouse & Fulfillment) and office-based knowledge work (Bid Coordinator, Graphic Designer, Credit Manager). Furthermore, the parent industry 'Sporting Goods Retailers' is anchored by physical mechanics and retail workers, placing this operational mix firmly in the physical-leaning hybrid band.
grounded in the economy graph · digital scalar 0.45 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Decomposed as an executable program, Institutional Team Dealers runs 11 core processes — each a candidate for the Code / Generative / Agentic / Human split, with the agentic and code-shaped steps the first to come off human headcount.
Institutional Team Dealers is organized into 8 departments. Read as functions of one executable business, each department is a unit of work whose back-office share is increasingly delivered by earned-autonomy digital labor.
The operating model of Institutional Team Dealers resolves to 7 concrete tasks. Sorted into Code / Generative / Agentic / Human, this task ledger is exactly where the automation frontier is drawn.
Institutional Team Dealers 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 Institutional Team Dealers inherits.
The outcomes here that AI agents now deliver directly, where revenue scales with compute, not headcount.
Institutional Team Dealers uses 8 products to deliver its outcomes — the toolchain whose work an autonomous stack absorbs as the service becomes software.
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Institutional Team Dealers typically employs 169 occupations — the labor mix whose desk-knowledge share is the most exposed to becoming digital employees first.
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Institutional Team Dealers staffs 7 job types — the roles that, decomposed to tasks, are first in line to run as supervised-then-autonomous digital labor.
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Institutional Team Dealers relies on 8 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.
The software Institutional Team Dealers reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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