Semantic Layer 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.

"Select Star is the best product for data discovery today. We evaluated multiple solutions, including open source and established vendors, and I'm glad we found Select Star"

Adrian Toman
Adrian Toman
Data Engineering Manager
Learn More from Select Star Customers

Why Select Star Semantic Layers?

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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 Layers

Guide to Snowflake Cortex Analyst and Semantic Models
Learn More
Semantic Layers 101: Everything You Need to Know to Get Started
Learn More
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Pitney Bowes uses Select Star to govern and manage their data.Opendoor uses Select Star to govern and manage their data.efood uses Select Star to manage and govern their data.Bose uses Select Star to manage and govern their data.Fivetran uses Select Star to manage and govern their data.nib uses Select Star to manage and govern their data.AlphaSense uses Select Star to manage and govern their data.Classy, a GoFundMe company, uses Select Star to manage and govern their data.Xometry uses Select Star to manage and govern their data.View The Space, VTS, uses Select Star to manage and govern their data.MAX Burgers uses Select Star to manage and govern their data.Trellance uses Select Star to manage and govern their data.Puntos Colombia uses Select Star to manage and govern their data.Wrapbook uses Select Star to manage and govern their data.Farmer's Fridge uses Select Star to manage and govern their data.Sada uses Select Star to manage and govern their data.HDC Hyundai uses Select Star to manage and govern their data.HeliosX uses Select Star to manage and govern their data.
Pitney Bowes uses Select Star to govern and manage their data.Opendoor uses Select Star to govern and manage their data.efood uses Select Star to manage and govern their data.Bose uses Select Star to manage and govern their data.Fivetran uses Select Star to manage and govern their data.nib uses Select Star to manage and govern their data.AlphaSense uses Select Star to manage and govern their data.Classy, a GoFundMe company, uses Select Star to manage and govern their data.Xometry uses Select Star to manage and govern their data.View The Space, VTS, uses Select Star to manage and govern their data.MAX Burgers uses Select Star to manage and govern their data.Trellance uses Select Star to manage and govern their data.Puntos Colombia uses Select Star to manage and govern their data.Wrapbook uses Select Star to manage and govern their data.Farmer's Fridge uses Select Star to manage and govern their data.Sada uses Select Star to manage and govern their data.HDC Hyundai uses Select Star to manage and govern their data.HeliosX uses Select Star to manage and govern their data.
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