Data Engineering Frameworks

Downloadable, reusable architecture and operating frameworks for modern data and AI platforms. Adapt as-is or plug in your organization values.

All Data Mesh Data Quality Data Lake AI Platform Streaming Governance Architecture

Framework

Data LakeIntermediate

Medallion Lakehouse Architecture

Reference architecture for bronze/silver/gold medallion lakehouse on AWS and Snowflake — zone definitions, ingestion patterns, transformation standards, and consumption SLAs.

medallionlakehousebronzesilver

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