How marine & ship painting contractors are reshaped as AGI capability advances.

Only about 10% of Marine & Ship Painting Contractors 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: Derived from the Company Type name and description, which highlight heavily manual roles like 'Abrasive Blaster', 'Marine Coating Applicator', and 'Containment Rigger', as well as the parent industry 'Painting and Wall Covering Contractors' (NAICS 23832). The value-producing work is entirely physical and hands-on, placing this firmly in the physical band.
grounded in the economy graph · digital scalar 0.10 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Decomposed as an executable program, Marine & Ship Painting Contractors runs 12 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.
Marine & Ship Painting Contractors 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 Marine & Ship Painting Contractors resolves to 8 concrete tasks. Sorted into Code / Generative / Agentic / Human, this task ledger is exactly where the automation frontier is drawn.
Marine & Ship Painting Contractors 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 Marine & Ship Painting Contractors inherits.
The outcomes here that AI agents now deliver directly, where revenue scales with compute, not headcount.
Marine & Ship Painting Contractors uses 6 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.
Marine & Ship Painting Contractors typically employs 88 occupations — the labor mix whose desk-knowledge share is the most exposed to becoming digital employees first.
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Marine & Ship Painting Contractors staffs 8 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.
Marine & Ship Painting Contractors relies on 6 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.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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