Test with patients
How test with patients are reshaped as AGI capability advances.
The bottom line
About 35% of the work in Test with patients 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: Since no child occupations are seeded, the scalar is derived from the process name 'Test with patients' and its healthcare provider lens (Hospitals, Ambulatory Care). Testing patients is a core clinical activity requiring direct, hands-on physical interaction (administering tests, operating medical equipment) blended with digital charting and data entry, placing it in the physical-leaning lower end of the hybrid band.
grounded in the economy graph · digital scalar 0.35 · hybrid
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Test with patients 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 Test with patients inherits.
Where Test with patients sits
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How the work flows
Trigger: A clinical provider orders a diagnostic test or clinical assessment to be performed on a patient.
- Verify test order and patient identity
- Prepare testing equipment and clinical environment
- Obtain patient consent and provide procedural instructions
- Administer the diagnostic test or collect the specimen
- Record point-of-care data and label collected samples
- Route specimens or data for laboratory analysis and review
Outcome: The test is successfully administered, and the resulting data or specimen is recorded and routed for analysis.