Blog
Guides on AI-powered data modeling, dimensional modeling, dbt projects, and modern data warehouse design — for Snowflake, BigQuery, Databricks, Redshift, and Postgres.
Data Vault 2.0 is powerful but tedious to model by hand. Here's how to generate a standards-compliant raw vault — hubs, links, satellites, hash keys, and hash diffs — from a plain-English description.
Read postStop dragging boxes in a diagramming tool. Generate an entity-relationship diagram — with keys, cardinality, and the DDL to back it — from a plain-English description of your domain.
Read postAn honest comparison of AI data modeling tools — what they do, where they fall short, and how OffDataAI fits in. Includes Kimball, Data Vault, and 3NF workflows.
Read postA complete walkthrough of generating a Snowflake schema — DDL, clustering, and a full dbt project — from a plain-English description, using OffDataAI.
Read postGenerate a complete dbt project — sources, staging, marts, tests, and seeds — from a single paragraph of plain English. A reference workflow for analytics engineers.
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