Processes

Establish quality requirements

How establish quality requirements are reshaped as AGI capability advances.

ProcessesEstablish quality requirements
Establish quality requirements — illustrated

The bottom line

Roughly 85% of the work in Establish quality requirements 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: Weighed the PCF category lens 'Manage enterprise quality' alongside the process description, which centers on determining activities, outlining characteristics, creating controls, and finalizing plans. These tasks represent cognitive, analytical, and documentary knowledge work rather than physical execution, strongly anchoring the scalar 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 development phase, regulatory update, or strategic process redesign dictates the need for defined quality standards.

  1. Identify critical characteristics and attributes for quality
  2. Determine essential activities and processes to secure quality
  3. Design specific quality controls and measurement mechanisms
  4. Confirm organizational capabilities against drafted requirements
  5. Finalize and approve the comprehensive quality maintenance plan

Outcome: A finalized quality maintenance plan with established controls and confirmed capabilities is approved for implementation.

Measured by

Cycle Time To Establish Quality RequirementsPercentage Of Processes With Defined Quality ControlsCost Of Quality Planning