Metaphor Data / metaphor.io
AI-powered data catalog and collaboration platform providing AI search, data lineage, and governance for modern data stack teams using dbt, Snowflake, and Databricks.
Pricing
Free
Free plan
No
Category
Developer Tools
Platforms
2
Free plan
No
API access
Yes
Open source
No
Platforms
2
Metaphor Data is a data catalog and data collaboration platform designed for the modern data stack — providing AI-powered search, data lineage, governance, and knowledge sharing for data teams using dbt, Snowflake, Databricks, and other contemporary data tools. AI Search enables natural language data discovery — data engineers and analysts asking questions about available datasets and receiving relevant results without knowing exact table names or column schemas. Data Lineage provides end-to-end lineage tracking — visualising how data flows from source systems through transformations to analytics dashboards, enabling impact analysis when upstream data changes. Knowledge Base captures institutional data knowledge — data engineers documenting business context, known data quality issues, and data ownership information alongside technical metadata. Collaborative Q&A enables data knowledge sharing — team members asking questions about datasets and receiving answers from data owners and power users preserved for future reference. dbt and Airflow Integration provides native modern stack connectivity — automatically inheriting lineage and documentation from dbt model definitions. Snowflake and Databricks native integration provides query and compute lineage — tracking lineage from SQL queries and Spark jobs through native connector integration. Data Ownership and Stewardship assigns accountability — data domain ownership with notification when datasets are queried extensively or experiencing quality issues. With modern data stack team adoption, Metaphor validates for data teams wanting collaborative governance.
Metaphor Data AI runs as llm assistant software built around data and text workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api, with API access for teams that want to embed it into their own products.
The capabilities that matter most for teams evaluating Metaphor Data AI.
Natural language data discovery without schema knowledge — finding datasets by asking questions.
End-to-end flow visualisation for impact analysis — understanding downstream effects of upstream data changes.
Team knowledge sharing preserving institutional data knowledge alongside technical metadata.
Free plan. Business from contact. Enterprise custom. Private company.
Model
Freemium
Starting price
Free
Free trial
Yes
Alation (covered) provides widely deployed data catalog. Atlan (covered) provides modern data catalog. Select Star (rank 985) provides automated data catalog. data.world (rank 962) provides knowledge graph catalog.
A side-by-side look at the closest alternative in this category.
Key facts about model providers, platforms, and team support.
Model Provider
OpenAI, Metaphor
Platforms
Web, API
Deployment
SaaS
Integrations
Snowflake, Databricks, dbt, Airflow, Tableau, Power BI, API
Team Collaboration
Yes
Launch Year
2023
Compliance signals and data-handling notes as reported by the vendor.
SOC 2 Type II. GDPR compliant. Enterprise data handling agreements.
Metadata and data catalog information processed on Metaphor cloud. AI search queries processed through Metaphor's AI integration.
Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.
Editorial Verdict
Metaphor is a strong AI data catalog for modern data stack teams wanting collaborative knowledge sharing, natural language search, and dbt-native lineage tracking.
Last verified July 24, 2026.
Free plan. Business from contact. Enterprise custom. Private company.
Free plan. Growth $299/month. Business $699/month. Enterprise custom. Private company.
SOC 2 Type II. GDPR compliant. Enterprise data handling agreements.
SOC 2 Type II. GDPR compliant. Enterprise data handling agreements.
Metadata and data catalog information processed on Metaphor cloud. AI search queries processed through Metaphor's AI integration.
Metadata and query pattern data processed on Select Star cloud. AI documentation generated from query history analysis.
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