August 26, 2026•1 min read•from InfoQ

AWS Introduces Specification Driven Composition for Flexible Data Workflows

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

By Leela Kumili

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Tagged with

#AWS

#Data Workflows

#Specification Driven

#Declarative Specifications

#Data Governance

#Data Classification

#Versioning

#Traceability

#Dataset Onboarding

#Processing Logic

#Reusable Capabilities

#Architecture

#Intent

#Validation

#Flexible Data

#Composition

#Cloud Computing

#Data Management

#Data Pipelines

#Automation