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Build reliable data pipelines and workflows

Test data quality at every step of your data pipelines to prevent issues before they impact downstream consumers.

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You are in good company

You are in good company

You are in good company

Check data at every step of the way

Run checks in production pipelines using any orchestration tool. Test code changes in CI/CD to validate data transformations before deployment.

Check data at every step of the way

Run checks in production pipelines using any orchestration tool. Test code changes in CI/CD to validate data transformations before deployment.

Check data at every step of the way

Run checks in production pipelines using any orchestration tool. Test code changes in CI/CD to validate data transformations before deployment.

Shift quality left with data contracts

Prevent bad data from propagating downstream. Define explicit quality agreements between data producers and consumers, and use them as circuit breakers to stop faulty data.

Shift quality left with data contracts

Prevent bad data from propagating downstream. Define explicit quality agreements between data producers and consumers, and use them as circuit breakers to stop faulty data.

Shift quality left with data contracts

Prevent bad data from propagating downstream. Define explicit quality agreements between data producers and consumers, and use them as circuit breakers to stop faulty data.

Empower everyone to manage data quality

Enable producers, analysts, and domain experts to collaborate on what “good data” means. Create no-code checks or use Soda AI to translate business rules into executable tests.

Empower everyone to manage data quality

Enable producers, analysts, and domain experts to collaborate on what “good data” means. Create no-code checks or use Soda AI to translate business rules into executable tests.

Empower everyone to manage data quality

Enable producers, analysts, and domain experts to collaborate on what “good data” means. Create no-code checks or use Soda AI to translate business rules into executable tests.

Operationalize data quality at scale

Use notification rules and governance metadata to automatically route alerts to the right teams at the right time.

Orchestration

Run checks where your data lives

Embed checks at every pipeline stage to catch schema changes, data drift, and quality degradation. Test data quality after extraction, transformation, and before loading.

Orchestrate Soda checks natively in Airflow, Databricks, Prefect, Dagster, and others, without data leaving your envioroment.

Collaborative Data Contracts

Implement quality gates with data contracts

Use data contracts as circuit breakers that automatically stop pipelines when data fails to meet agreed specifications. A single, collaborative UI enables both business and engineering teams to define expectations and stay aligned. Create and manage contracts with code, or use intuitive no-code/low-code workflows.

Soda AI

Scale check authoring with AI assistance

Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds.

Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.

Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.

Smart Alerting

Stay ahead of data quality incidents

Integrate Soda alerts with Slack, MS Teams, email, or your on-call systems. Use webhooks to trigger incident creation in Jira, Opsgenie, or ServiceNow, so teams can respond before issues impact production.

Trusted by the world’s leading enterprises

"We don’t want to manually manage or update hundreds of checks, our goal is to observe what’s happening. That’s what Soda enables."

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"Investing in data quality is key for cross-functional teams to make accurate, complete decisions with fewer risks and greater returns, using initiatives such as product thinking, data governance, and self-service platforms."

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"Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability."

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Our goal was to deliver high-quality datasets in near real-time, ensuring dashboards reflect live data as it flows in. But beyond solving technical challenges, we wanted to spark a cultural shift — empowering the entire organization to make decisions grounded in accurate, timely data.

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"We don’t want to manually manage or update hundreds of checks, our goal is to observe what’s happening. That’s what Soda enables."

Read the full story

Read the full story

"Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability."

Read the full story

Read the full story

"Soda has integrated seamlessly into our technology stack and given us the confidence to find, analyze, implement, and resolve data issues through a simple self-serve capability."

Read the full story

"We don’t want to manually manage or update hundreds of checks, our goal is to observe what’s happening. That’s what Soda enables."

Read the full story