How home appliance repairers are reshaped as AGI capability advances.

Only about 15% of Home Appliance Repairers 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: The value-producing work of Home Appliance Repairers is deeply physical, evidenced by top work activities like 'Operating Vehicles, Mechanized Devices, or Equipment' (4.11), 'Handling and Moving Objects' (4.03), and 'Repairing and Maintaining Mechanical Equipment' (3.58). Work context attributes heavily feature 'Spend Time Using Your Hands...' (4.59) and operating an enclosed vehicle (4.20). While they use segment 43 software (14 tools) for routing and parts databases, AI is limited to this orchestration layer; the core appliance repair tasks mandate hands-on human labor, placing this firmly in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Home Appliance Repairers engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Home Appliance Repairers involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Home Appliance Repairers performs 29 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+17 more via performs
Home Appliance Repairers is typically employed by 51 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+39 more via typicallyEmploys
Home Appliance Repairers is employed across 51 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+39 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Home Appliance Repairers uses 41 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.
+29 more via usesTool
Home Appliance Repairers relies on 19 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.
+7 more via uses
The software Home Appliance Repairers 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.
+23 more problems on the graph
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