BlogsAmazonSpecification-Driven Data Workflow Composition

Specification-Driven Data Workflow Composition

Specification-Driven Data Workflow Composition

1
posts
2026

This feature thread tracks the evolution of building flexible and scalable data workflows through specification-driven composition. Initial focus is on separating workflow intent from implementation, enabling reusable transformation components, and automating pipeline assembly. This post introduces a serverless implementation using AWS Lambda, AWS Step Functions, Amazon S3, and Amazon OpenSearch Service, detailing the architecture and core components: specifications, composer, capability registry, and capability pipeline. It highlights benefits such as improved governance, reusability, flexibility, and separation of concerns, particularly for regulated industries.

2026

Specification-driven composition for flexible data workflows | Amazon Web Services

7/10/2026

Introduces the specification-driven composition pattern for data workflows, detailing its benefits and core components (specification, composer, capability registry, capability pipeline). Presents a serverless AWS implementation using Lambda, Step Functions, S3, and OpenSearch, including an example workflow specification and architectural diagram. Explains how this pattern addresses scalability bottlenecks, improves governance, and enables flexible pipeline design by separating workflow intent from execution logic.