AI Medallion Architecture Diagram Generator

Name your sources and the AI lays out bronze, silver, and gold layers with the tables in each, the transformations between them, and the consumers at the end

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Example

Medallion Architecture Diagram example, generated from one sentence

Prompt: “Medallion architecture on Databricks: Kafka + Salesforce into bronze, dbt to silver, gold serving Power BI”

Medallion Architecture Diagram example generated by Datadef: Medallion architecture on Databricks: Kafka + Salesforce into bronze, dbt to silver, gold serving Power BI
Open this example on the canvas →Every box, arrow and label is editable, and the result exports to PNG or embeds live.

Frequently Asked Questions

Common questions about ai medallion architecture diagram generator

What goes in each medallion layer?▼

Bronze holds raw, append-only source data; silver holds cleaned, deduplicated, conformed tables; gold holds business-level aggregates and marts that serve BI and ML. The generator draws your actual tables into each layer rather than three empty boxes, which is what makes the diagram reviewable.

Is medallion architecture only for Databricks?▼

No, the pattern originated in the lakehouse world but works on Snowflake (raw/staging/marts schemas), BigQuery datasets, or DuckDB just as well. Describe your platform and the AI uses the right components and icons.

Can I show data quality checks between layers?▼

Yes: mention where tests or expectations run (dbt tests, Great Expectations, Delta constraints) and they land as annotations on the bronze-to-silver and silver-to-gold edges, which is exactly where auditors and new engineers look first.

Can the diagram stay in sync with my dbt project?▼

Connect the Datadef MCP server and your coding agent can regenerate or update the diagram from the repo when models change, or embed a live view in your docs so the architecture page never drifts from reality.

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