Detect data quality issues early, route fixes into your pipelines and workflows, and keep your business running smoothly.
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Shift-left data quality in your pipelines
Test and monitor data in your workflows, detect problems early and route alerts to the appropriate team.
Early detection, upstream resolution
Catch pipeline issues in development and CI/CD, not after they’ve impacted dashboards or models.
Early detection, upstream resolution
Catch pipeline issues in development and CI/CD, not after they’ve impacted dashboards or models.
Early detection, upstream resolution
Catch pipeline issues in development and CI/CD, not after they’ve impacted dashboards or models.
Context-rich fixes where they matter
Every failed check comes with full context, lineage, and contract rule. Engineers can diagnose quickly and apply targeted fixes within the pipeline.
Context-rich fixes where they matter
Every failed check comes with full context, lineage, and contract rule. Engineers can diagnose quickly and apply targeted fixes within the pipeline.
Context-rich fixes where they matter
Every failed check comes with full context, lineage, and contract rule. Engineers can diagnose quickly and apply targeted fixes within the pipeline.
Automated remediation workflows
Failed records are routed directly into operational workflows and upstream systems. Fixes can be automated or routed to the right team.
Automated remediation workflows
Failed records are routed directly into operational workflows and upstream systems. Fixes can be automated or routed to the right team.
Automated remediation workflows
Failed records are routed directly into operational workflows and upstream systems. Fixes can be automated or routed to the right team.
Find and fix data issues before they reach production
Soda integrates directly into your development and CI/CD pipelines to test data quality early and often. By validating data at every stage, from ingestion to transformation, Soda detects schema changes, reconciliation mismatches, missing values, and anomalies before they affect dashboards, machine-learning models, or downstream consumers. Catch problems upstream, resolve them instantly, and keep every data workflow running clean.
Integrate Soda across your pipelines to detect and fix issues fast
Run data quality checks inside your pipelines, from ingestion to transformation, across tools like Airflow, Dagster, and dbt Cloud, and data platforms such as Databricks, Snowflake, and BigQuery.
Integrate with the tools in your stack
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."
Read the full story
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.
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
"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."
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
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.
Read the full story
"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."
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
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.
Read the full story
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
You are in good company
You are in good company
You are in good company
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AI-native Data Quality
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AI-native Data Quality
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AI-native Data Quality
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AI-native Data Quality