Develop quality controls
How develop quality controls are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Develop quality controls 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, this score relies on the PCF lens 'Manage enterprise quality' and the process description. The described tasks—defining process steps, creating a 'sampling plan,' and defining 'competencies required'—are pure knowledge-work activities focused on strategic planning, statistical design, and documentation. Because developing (rather than physically executing) these controls is a desk-bound, information-centric process, the scalar sits firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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How the work flows
Trigger: A new product rollout, process change, or compliance mandate initiates the need for specific enterprise quality management parameters.
- Identify quality objectives and compliance requirements
- Define specific control steps and intervention points
- Establish statistical sampling plans and inspection frequencies
- Select measurement tools and inspection methodologies
- Identify required personnel competencies and training needs
- Document the comprehensive quality control plan
- Secure stakeholder approval for deployment
Outcome: A formalized quality control plan specifying inspection steps, sampling rules, measurement tools, and required personnel skills is approved for deployment.