Perform quality assurance
How perform quality assurance are reshaped as AGI capability advances.
The bottom line
About 50% of the work in Perform quality assurance 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: With no child occupations seeded, the score is derived from the process name 'Perform quality assurance' within the context of 'Petroleum Refineries'. This process requires a blend of physical product sampling or lab testing alongside digital data analysis, documentation, and compliance tracking, landing it at a band-center hybrid score.
grounded in the economy graph · digital scalar 0.50 · hybrid
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Perform quality assurance 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 Perform quality assurance inherits.
Where Perform quality assurance sits
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How the work flows
Trigger: A physical sample is drawn from a refining unit or storage tank, or an inline analyzer transmits scheduled process data.
- Extract physical samples from process streams, storage tanks, or transport vessels
- Conduct laboratory analyses for chemical composition and physical properties
- Compare test results against regulatory and customer specifications
- Validate calibration and accuracy of inline and laboratory testing equipment
- Issue Certificates of Analysis for on-spec petroleum products
- Divert off-spec batches for chemical adjustment or reprocessing
Outcome: The petroleum product is validated against specifications, resulting in a formal certification for release or a directive to reprocess.