Semantic Model Generation

Say goodbye to blank YAML files and remodeling data. Automatically generate your semantic model from your existing BI dashboards.

Instantly

build your semantic layer from actual BI usage, not guesswork

Accurately

identify your most-used metrics, dimensions, and gold tables

Easily

convert business logics into semantic model for AI use

Auto-Generate Your Semantic Model

Most data teams struggle to start building a semantic layer because it’s not clear where to begin.
Select Star reverse-engineers your dashboards—so you don’t have to.

Auto-generate your semantic model with Select Star

Quickstart for your Snowflake Cortex Analyst

Export to Snowflake Cortex Semantic Model YAML file instantly. We'll also fill in all the necessary metadata including descriptions, PK/FK, and sample values automatically.

Export to Snowflake Cortex Semantic Model YAML file instantly

Works With Your Stack

Powered by lineage and metadata analysis, the auto-generation is supported for all major BI tools including Tableau, Power BI, Looker (LookML), and Metabase.

Designed to work with your stack and powered by lineage and metadata analysis.

"If someone's asking a question about certain metrics, Select Star can help us understand quickly – where does this already live? So it helps us ensure that anything new that we create isn't already being answered by a dashboard that exists."

Kelly Carter
Kelly Carter
Lead Analytics Product & Operation Manager

Why Select Star for Semantic Model Generation?

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Save weeks of manual modeling by reverse-engineering dashboards into semantic logic
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Capture real, in-use metrics—not just what’s in the warehouse, but what teams actually use
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Jumpstart governance with auto-tagged measures and dimensions
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Works with your BI stack natively
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Export to your semantic layer stack for AI

More on Semantic Models

Why LLMs Struggle with Text-to-SQL & How to Fix It
Learn More
Snowflake Summit 2025: What Data Teams Need to Know
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From Data Discovery to AI: The Evolution of Semantic Layers
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Opendoor uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.efood uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Bose uuses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Use Select Star with Fivetran to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data – for humans and AI.nib uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Samtec uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.AlphaSense uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Classy, a GoFundMe company, uses uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Xometry uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Intercom uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.View The Space, VTS, uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.MAX Burgers uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Trellance uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Puntos Colombia uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Farmer's Fridge uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Wrapbook uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Amplitude uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.SADA uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.HDC Hyundai uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.The Aspen Group, TAG, uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.HeliosX uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.
Opendoor uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.efood uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Bose uuses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Use Select Star with Fivetran to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data – for humans and AI.nib uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Samtec uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.AlphaSense uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Classy, a GoFundMe company, uses uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Xometry uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Intercom uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.View The Space, VTS, uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.MAX Burgers uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Trellance uses Select Star to get your data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on your existing data - for humans and AI.Puntos Colombia uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Farmer's Fridge uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Wrapbook uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.Amplitude uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.SADA uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.HDC Hyundai uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.The Aspen Group, TAG, uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.HeliosX uses Select Star to get data AI-ready with an automated data catalog, data lineage, business glossary, and semantic models built on their existing data – for humans and AI.
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