Soda
🚀  Soda wins Modern Data Stack Rocketship Award
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Test and deliver data that everyone can trust. 

Embed declarative data quality checks in the data stack and systems your teams already use. Test data at multiple points in your CI/CD and data pipelines to prevent downstream data quality issues, ensuring that your colleagues have data products they can trust.
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Test data in development.

Add Soda data quality tests to your CI/CD pipeline to avoid merging bad-quality data into production.
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Test data in your pipeline.

Prevent downstream issues by improving your pipeline with integrated data quality tests.
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Self-serve data testing.

Align with data consumers to define data quality expectations with a human readable and writeable checks language.
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Yes, we have APIs.

Integrate the Soda framework into your data stack by leveraging our extensive Python and REST APIs.

Integrate with the
tools in your stack.

See All Our Integrations
Airflow
Alation
Collibra
Databricks
dbt
Jira
Looker
Metaphor
Microsoft Teams
PagerDuty
Power BI
ServiceNow
Slack
Snowflake
Tableau

Everyone gets a clear view of data quality.

Soda’s integrated platform makes it easy for everyone — data producers and consumers — to see the health and quality of your data: test results, trends, and critical issues.
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You’re in good company.

Over 100 organizations trust their data to Soda. Read some customer success stories.
American Family Insurance
Americanas
CarTrawler
Group1001
HelloFresh
ICIS
Interfood
Lending Tree
Loom
NN Investment Partners
Panasonic
RenaissanceRe
VideoAmp
ZEFR
Zendesk