How local independent hardware dealers are reshaped as AGI capability advances.

Only about 25% of Local Independent Hardware Dealers 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: With no seeded child job types, the scalar is derived from the company type description. The core operations of 'Local Independent Hardware Dealers' revolve around 'high-touch customer service' and providing 'essential home repair items' via 'retail associates'—indicating hands-on, face-to-face physical retail work (stocking shelves, handling goods, direct customer interaction) with only minimal digital orchestration (point-of-sale and basic inventory).
grounded in the economy graph · digital scalar 0.25 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Decomposed as an executable program, Local Independent Hardware Dealers runs 4 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.
Local Independent Hardware Dealers is organized into 6 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 Local Independent Hardware Dealers resolves to 7 concrete tasks. Sorted into Code / Generative / Agentic / Human, this task ledger is exactly where the automation frontier is drawn.
Local Independent Hardware 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 Local Independent Hardware Dealers inherits.
The outcomes here that AI agents now deliver directly, where revenue scales with compute, not headcount.
Local Independent Hardware Dealers uses 7 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.
Local Independent Hardware Dealers typically employs 6 occupations — the labor mix whose desk-knowledge share is the most exposed to becoming digital employees first.
Local Independent Hardware 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.
Local Independent Hardware Dealers relies on 7 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 Local Independent Hardware Dealers reaches for already exposes 8 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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