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Business-Friendly Data Mapping

Business-Friendly Data Mapping helps bridge the gap between technical data models and the people who need to use them. Modern data platforms are full of complex metadata, lineage, and technical detail. Business leaders need clarity — not code.

Rethinking EA Mapping: Building a Business-Friendly Mapping Capability with DuckDB, Python, and Notion

4 min readSep 17, 2025

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From documentation to execution: how to reinvent EA Mapping with modern tools for business-friendly, metadata-driven data engineering.

Summary

Enterprise Architect (EA) Mapping from Bellekens provides a free and open-source way to manage mappings between models inside Enterprise Architect. It supports many-to-many mappings, mapping logic documentation, CSV export/import, and even COBOL copybook imports. While conceptually aligned with model-driven data engineering and business-friendly mapping, its practical use is limited by its dependency on Enterprise Architect, a tool that is often too technical and closed for the modern data stack.

This raises a natural question:

What if we could build an EA Mapping–like capability directly on the modern data stack — with DuckDB, Python, and Notion — so that it aligns with metadata-as-data, business-friendly mapping, and executable pipelines?

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Why Rethink EA Mapping for the Modern Data Stack?

1. Metadata as Data

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Business-Friendly Data Mapping
Business-Friendly Data Mapping

Published in Business-Friendly Data Mapping

Business-Friendly Data Mapping helps bridge the gap between technical data models and the people who need to use them. Modern data platforms are full of complex metadata, lineage, and technical detail. Business leaders need clarity — not code.

Jaco van der Laan
Jaco van der Laan

Written by Jaco van der Laan

Exploring Business & Logical Data Modeling. Writing on Clarity, Structure & Creative Approaches to Data Architecture.

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