Ensure you can trust every number
Access accurate, consistent data you can rely on, so you can focus on insights, not inconsistencies.
Trusted by
Trust every number on every dashboard
No more confusing mismatches. Soda automatically validates data quality behind every metric, ensuring your dashboards reflect real, reliable information.
Collaborate on data quality standards
Propose and refine data quality standards right in the UI and make sure the data behind your dashboards always tells the full story.
Spend time analyzing. Not debugging
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Trust every number on every dashboard
No more confusing mismatches. Soda automatically validates data quality behind every metric, ensuring your dashboards reflect real, reliable information.
Collaborate on data quality standards
Propose and refine data quality standards right in the UI and make sure the data behind your dashboards always tells the full story.
Spend time analyzing. Not debugging
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Trust every number on every dashboard
No more confusing mismatches. Soda automatically validates data quality behind every metric, ensuring your dashboards reflect real, reliable information.
Collaborate on data quality standards
Propose and refine data quality standards right in the UI and make sure the data behind your dashboards always tells the full story.
Spend time analyzing. Not debugging
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Why Data Analysts choose Soda
Spot data issues before they hit your dashboards.
Collaborative Data Contracts
Collaborative Data Contracts
Collaborative Data Contracts
Define what good data means for you
No more discovering missing rows or stale updates after reports go live. Data contracts ensure datasets meet your needs before they reach dashboards.
Set expectations for completeness, freshness, and accuracy directly with data producers. If upstream changes could affect your metrics, teams are alerted before deployment.
No more discovering missing rows or stale updates after reports go live. Data contracts ensure datasets meet your needs before they reach dashboards.
Set expectations for completeness, freshness, and accuracy directly with data producers. If upstream changes could affect your metrics, teams are alerted before deployment.
No more discovering missing rows or stale updates after reports go live. Data contracts ensure datasets meet your needs before they reach dashboards.
Set expectations for completeness, freshness, and accuracy directly with data producers. If upstream changes could affect your metrics, teams are alerted before deployment.
Data Observability
Data Observability
Data Observability
Spot data issues before they affect your reports
Soda's anomaly detection algorithms automatically monitor your data for changes in volume, freshness, and values, catching issues before they reach your dashboards.
Soda's anomaly detection algorithms automatically monitor your data for changes in volume, freshness, and values, catching issues before they reach your dashboards.
Soda's anomaly detection algorithms automatically monitor your data for changes in volume, freshness, and values, catching issues before they reach your dashboards.
Case studies
Trusted by the world’s leading enterprises
Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.
At the end of the day, we don’t want to be in there managing the checks, updating the checks, adding the checks. We just want to go and observe what’s happening, and that’s what Soda is enabling right now.
Sid Srivastava
Director of Data Governance, Quality and MLOps
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.
Mario Konschake
Director of Product-Data Platform
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.
Sutaraj Dutta
Data Engineering Manager
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.
Gu Xie
Head of Data Engineering
4.4 of 5
Start trusting your data. Today.
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Trusted by
Case studies
Trusted by the world’s leading enterprises
Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.
At the end of the day, we don’t want to be in there managing the checks, updating the checks, adding the checks. We just want to go and observe what’s happening, and that’s what Soda is enabling right now.
Sid Srivastava
Director of Data Governance, Quality and MLOps
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.
Mario Konschake
Director of Product-Data Platform
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.
Sutaraj Dutta
Data Engineering Manager
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.
Gu Xie
Head of Data Engineering
4.4 of 5
Start trusting your data. Today.
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Trusted by
Solutions
Case studies
Trusted by the world’s leading enterprises
Real stories from companies using Soda to keep their data reliable, accurate, and ready for action.
At the end of the day, we don’t want to be in there managing the checks, updating the checks, adding the checks. We just want to go and observe what’s happening, and that’s what Soda is enabling right now.
Sid Srivastava
Director of Data Governance, Quality and MLOps
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.
Mario Konschake
Director of Product-Data Platform
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.
Sutaraj Dutta
Data Engineering Manager
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.
Gu Xie
Head of Data Engineering
4.4 of 5
Start trusting your data. Today.
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Trusted by
Solutions
Company