Installation, Maintenance, and Repair Workers, All Other
How installation, maintenance, and repair workers, all other are reshaped as AGI capability advances.
The bottom line
Only about 15% of Installation, Maintenance, and Repair Workers, All Other 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: Despite utilizing 16 tools in IT/software (segment 43) for diagnostics and coordination, the core work is intensely hands-on. Top Work Activities like 'Controlling Machines and Processes' and 'Handling and Moving Objects', combined with Work Contexts such as 'Exposed to Hazardous Conditions', 'Outdoors, Exposed to All Weather Conditions', and 'Wear Common Protective or Safety Equipment', confirm a heavily physical role.
grounded in the economy graph · digital scalar 0.15 · physical
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Installation, Maintenance, and Repair Workers, All Other engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Installation, Maintenance, and Repair Workers, All Other involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Autonomous Agents as digital employees
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Installation, Maintenance, and Repair Workers, All Other performs 24 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+12 more via performs
Installation, Maintenance, and Repair Workers, All Other is typically employed by 299 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+287 more via typicallyEmploys
Installation, Maintenance, and Repair Workers, All Other is employed across 225 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+213 more via employs
Headless SaaS for Agents
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Installation, Maintenance, and Repair Workers, All Other uses 35 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.
+23 more via usesTool
Installation, Maintenance, and Repair Workers, All Other relies on 17 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.
+5 more via uses
The software Installation, Maintenance, and Repair Workers, All Other 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.
The problems this exposes
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
Where Installation, Maintenance, and Repair Workers, All Other sits
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Problems
- Legacy Equipment Knowledge Transfertalent
- Obsolete Parts Sourcingsupply-chain
- Low-Density Territory Routingops
- Downtime Penalty Mitigationretention
- Specialized Inventory Carrying Costscapital
- Confined Space Safety Certificationcompliance
Opportunities
- AI Diagnostic AssistantAgent
- Legacy Parts BrokerageService-as-Software
- Field Dispatch APIHeadless SaaS
- Uptime Triage AgentAgent