Soda
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From detection to prevention.
Start right. Shift left.

Start right and automatically detect anomalies in metrics that have already happened. Shift left and prevent issues from happening again with collaborative data contracts.
🌟 Introducing Soda Library: Test Data Quality Anywhere in your Pipelines.
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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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Metrics observability.

Monitor data in production, raise alerts, and help debug data and pipelines to find the root cause as fast possible.
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Pipeline testing.

Test data as early as possible in your pipelines and CI/CD workflows, to avoid merging bad-quality data into production.
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Collaborative contracts.

Turn detected anomalies into data contracts between data producers and data consumers — with or without touching code.
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Operational data quality.

Streamline data processes and route issue alerts to the appropriate data owners for swift resolution.

Detection. Start Right.

Soda’s Metrics Observability detects anomalies 70% faster and more accurately than Facebook Prophet-based systems. It enables teams to detect and resolve issues at scale, even on historical data. Soda's proprietary algorithm provides clear, explainable alerts with the right context at the right time.
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Prevention. Shift Left.

Soda’s Collaborative Data Contracts turn detected anomalies into shared agreements between data producers and consumers. A single, streamlined interface to collaborate across teams, with flexible no-code/low-code options to make contract creation fast and accessible.
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Integrate with the
tools in your stack.

See All Our Integrations
Airflow
Alation
Atlan
Azure Data Factory
Collibra
Databricks
dbt
Jira
Looker
Microsoft Teams
PagerDuty
Power BI
ServiceNow
Slack
Snowflake

You’re in good company.

Over 100 organizations trust their data to Soda. Read some customer success stories.
American Family Insurance
Americanas
CarTrawler
FirstParty
Group1001
HelloFresh
ICIS
Interfood
Lending Tree
Loyalty NZ
NN Investment Partners
Panasonic
RenaissanceRe
VideoAmp
Zendesk
Soda - A Game Changer for Data Quality and Governance

Soda has been a revelation for our data quality and governance needs. Our organization deals with vast amounts of data, and ensuring its accuracy and consistency is paramount. Soda has simplified this process immensely.

Walace M.
Financial Technology
Enterprise
The ideal option to implement data quality at scale

Soda is a great option to implement data quality checks thanks to its user-friendly syntax (can be understood by a wid range of personas and not only data engineers) and wide range of built-in checks and metrics.

Mahdi K.
Computer Software
Enterprise
Soda makes Data Quality easy to implement and execute with good end-user engagement

Soda Cloud is a nice and user-friendly interface to both interact with our data and ensure data quality. The Agreements are a big hit for us! It will take a lot of Jira work out of the picture, and let us focus on data quality.

Rune L.
Banking
Mid-Market
Soda for Data Validation is Efficient and Easy

We love the Soda API, Soda's integrations with other products, and the response time of the Soda team. This allows to make sure that every morning our analysts know the data is good to go for their analytics via a Slack integration.

Luis C.
Enterprise
Media & Entertainment
Soda is one of the best Data Quality frameworks for structured data

I'm a big fan of how Soda, dbt tests, and the Soda Agent for AWS come together so seamlessly. Also Soda's custom tests give you the freedom to fine-tune your data quality process with ease.

Juan P.
Retail
Enterprise