Define preventive quality activities
How define preventive quality activities are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Define preventive quality activities is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: With no child occupations seeded, the scalar relies on the APQC process description and its parent category, 'Manage enterprise quality'. The work—identifying gaps, assessing risk mitigations, and defining/documenting standard methodologies—is inherently analytical and documentation-focused, placing it firmly in the digital band of knowledge work.
grounded in the economy graph · digital scalar 0.85 · digital
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How the work flows
Trigger: A gap analysis reveals a mismatch between customer requirements and current capabilities, or a new Critical to Quality Characteristic is established.
- Identify gaps in meeting customer requirements
- Evaluate identified gaps against Critical to Quality Characteristics
- Assess the risk associated with not meeting quality targets
- Determine whether to mitigate through preventive activities or accept the risk
- Design specific provisions to prevent or control the identified quality risks
- Document the standard methodology used for the preventive activities
Outcome: Preventive quality provisions are designed, standard methodologies are documented, and unavoidable risks are formally accepted.