Ensure architectural reliability at scale
Build resilient, scalable data architectures with quality embedded across every layer of your stack.
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Build reliable integrations by design
Continuously validate data across system boundaries to prevent breakages and enforce quality standards automatically.
Stay ahead of schema changes
Get instant alerts when upstream schemas change, helping you fix issues before they impact downstream systems.
Reduce technical debt and maintenance
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Build reliable integrations by design
Continuously validate data across system boundaries to prevent breakages and enforce quality standards automatically.
Stay ahead of schema changes
Get instant alerts when upstream schemas change, helping you fix issues before they impact downstream systems.
Reduce technical debt and maintenance
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Build reliable integrations by design
Continuously validate data across system boundaries to prevent breakages and enforce quality standards automatically.
Stay ahead of schema changes
Get instant alerts when upstream schemas change, helping you fix issues before they impact downstream systems.
Reduce technical debt and maintenance
Eliminate ad-hoc validation scripts and manual checks. Centralize quality enforcement through data contracts and reusable rules across your architecture.
Why Data Architects choose Soda
Scalable architectures with automated validation at every integration point.
Data Contracts
Data Contracts
Data Contracts
Enforce standards across your data architecture
Define and automate quality, structure, and ownership with data contracts that make expectations explicit. Enforce standards across every data product, automate quality checks, and ensure compliance by design.
Define and automate quality, structure, and ownership with data contracts that make expectations explicit. Enforce standards across every data product, automate quality checks, and ensure compliance by design.
Define and automate quality, structure, and ownership with data contracts that make expectations explicit. Enforce standards across every data product, automate quality checks, and ensure compliance by design.
Deployment and Security
Deployment and Security
Deployment and Security
Deploy easily and securely at scale
Soda’s self-hosted deployment gives data architects complete control over security, scale, and compliance. Deploy Soda Cloud and its agents directly in your Kubernetes or cloud environment to run quality checks, data contracts, and monitoring at scale—without sending data outside your network.
Protected by SOC 2 Type II compliance and enterprise-grade encryption, all credentials, metadata, and quality results stay within your own infrastructure, respecting your access controls, governance rules, and audit trails.
Soda’s self-hosted deployment gives data architects complete control over security, scale, and compliance. Deploy Soda Cloud and its agents directly in your Kubernetes or cloud environment to run quality checks, data contracts, and monitoring at scale—without sending data outside your network.
Protected by SOC 2 Type II compliance and enterprise-grade encryption, all credentials, metadata, and quality results stay within your own infrastructure, respecting your access controls, governance rules, and audit trails.
Soda’s self-hosted deployment gives data architects complete control over security, scale, and compliance. Deploy Soda Cloud and its agents directly in your Kubernetes or cloud environment to run quality checks, data contracts, and monitoring at scale—without sending data outside your network.
Protected by SOC 2 Type II compliance and enterprise-grade encryption, all credentials, metadata, and quality results stay within your own infrastructure, respecting your access controls, governance rules, and audit trails.
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