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AWS introduced specification-driven composition for flexible data workflows, separating intent from processing logic. The architecture uses declarative specifications, reusable processing capabilities, and validation before execution. AWS reports the approach can reduce dataset onboarding from weeks to days while supporting traceability, versioning, data classification, and governance.
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