How support activities for oil and gas operations are reshaped as AGI capability advances.

Only about 15% of Support Activities for Oil and Gas Operations 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: With no seeded occupations or products available, the scalar is derived from the NAICS lens and industry description. The core value-producing activities are explicitly heavy, on-site industrial tasks like 'excavating slush pits', 'pulling casings, tubes, and rods', and 'cementing wells', placing this industry 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.
Support Activities for Oil and Gas Operations 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 Support Activities for Oil and Gas Operations inherits.
Support Activities for Oil and Gas Operations is itself composed of 10 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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