How motorboat mechanics and service technicians are reshaped as AGI capability advances.

Only about 10% of Motorboat Mechanics and Service Technicians 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 grounding hints overwhelmingly point to hands-on, physical labor. Top work activities include Operating Vehicles (4.11), Handling and Moving Objects (4.10), and Repairing and Maintaining Mechanical Equipment (4.01). Work contexts like Outdoors, Exposed to All Weather (4.68), Exposed to Contaminants (4.50), and Spend Time Using Your Hands (4.48) reinforce a heavily physical environment. While there is a notable presence of IT/software tools for diagnostics (11 tools in segment 43), the majority of tools (segments 27 and 25, prior=0.00) and the core value-producing work are entirely physical.
grounded in the economy graph · digital scalar 0.10 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Motorboat Mechanics and Service Technicians engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Motorboat Mechanics and Service Technicians 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.
Motorboat Mechanics and Service Technicians performs 13 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+1 more via performs
Motorboat Mechanics and Service Technicians is typically employed by 21 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+9 more via typicallyEmploys
Motorboat Mechanics and Service Technicians is employed across 47 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+35 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Motorboat Mechanics and Service Technicians uses 73 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.
+61 more via usesTool
Motorboat Mechanics and Service Technicians relies on 14 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.
+2 more via uses
The software Motorboat Mechanics and Service Technicians 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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