How other insurance related activities are reshaped as AGI capability advances.

About 65% of the work in Other Insurance Related Activities is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: Because none of the child occupations have known digital values, the scalar relies on the NAICS lens prior and the description. The industry produces heavy knowledge work like actuarial and administrative services (strongly digital), but also involves claims adjusting which brings in field- or medical-oriented roles like Fire Inspectors and Medical Assistants. This blend of pure desk work and field/medical investigation supports a high-hybrid scalar.
grounded in the economy graph · digital scalar 0.65 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Other Insurance Related Activities 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 Other Insurance Related Activities inherits.
Other Insurance Related Activities links to 3 entities via `specializes` — a real edge on the economy graph, surfaced here so the claim stays grounded in data rather than assertion.
Other Insurance Related Activities is itself composed of 3 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Other Insurance Related Activities employs 154 occupations — the workforce whose routine, information-shaped tasks an autonomous stack can take under typed authority.
+142 more via employs
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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