How develop quality standards and procedures are reshaped as AGI capability advances.

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Trigger: A new product introduction, regulatory update, or identified performance gap necessitates the creation or revision of quality expectations.
Outcome: Standardized quality targets and operational procedures are fully documented, approved, and communicated to the executing teams.