Processes
Manage quality
How manage quality are reshaped as AGI capability advances.
ProcessesManage quality
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage quality 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 Manage quality inherits.
Where Manage quality sits
Part of
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How the work flows
Trigger: A vehicle production schedule, new part introduction, or quality audit cycle is initiated within the manufacturing plant.
- Define quality standards and testing protocols for automotive parts and assemblies
- Inspect incoming raw materials and components from suppliers
- Execute in-line production checks and automated dimensional inspections
- Isolate non-conforming parts and record defect data
- Conduct root cause analysis on deviations using quality control methodologies
- Implement corrective and preventive actions to adjust the manufacturing process
- Perform final vehicle safety and compliance audits prior to release
Outcome: Vehicles and components meet defined safety and reliability specifications, with production deviations identified, documented, and corrected.
Measured by
First-Pass YieldDefects Per Million OpportunitiesCost Of Poor QualityScrap And Rework Rate