Stop data incidents before they hit production
Stop data incidents before they hit production
Stop data incidents before they hit production
Soda catches, explains, and resolves data quality issues the moment they appear.
Acme inc
Acme inc
Acme inc
Trusted by
Trusted by
Detection to resolution
All automated with AI
We meet users where they are. Engineers run it as code.
Business runs it in an interface. One shared workflow. Powered by AI.
Business and Engineers in one workflow
Unite business and engineering with collaborative,
AI-powered data contracts.
Fix bad data at source
Automatically isolate, manage, and fix bad data.
At the source, in your environment.
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Best AI for data quality
We don’t bolt AI on top. We’ve built the most advanced AI for data quality; it's faster, more accurate, and battle-tested at scale. Our frontier research has been published in NeurIPs, JAIR, and ACML.
Introducing Soda 4.0
Introducing Soda 4.0
Introducing Soda 4.0
Unite Business, Engineering and Governance. Automate with AI.
Lock trust at the source.
Soda AI
Soda AI
Soda AI
Advanced AI for data quality faster and accurate
Advanced AI for data quality
Metrics Monitoring
Our algorithms beat Facebook Prophet with 70% fewer false positives and scale to 1B rows in just 64 seconds.
Metrics Monitoring
Our algorithms beat Facebook Prophet with 70% fewer false positives and scale to 1B rows in just 64 seconds.
Metrics Monitoring
Our algorithms beat Facebook Prophet with 70% fewer false positives and scale to 1B rows in just 64 seconds.
AI Automations
From writing checks in plain English to an AI co-pilot that creates full data contracts with one click.
AI Automations
From writing checks in plain English to an AI co-pilot that creates full data contracts with one click.
AI Automations
From writing checks in plain English to an AI co-pilot that creates full data contracts with one click.
Record-Level Anomaly Detection
Detect anomalies at the row level with high precision.
Record-Level Anomaly Detection
Detect anomalies at the row level with high precision.
Record-Level Anomaly Detection
Detect anomalies at the row level with high precision.
Real AI. Peer-reviewed research.
Our research is published in NeurIPS, JAIR and ACML.
Real AI. Peer-reviewed research.
Our research is published in NeurIPS, JAIR and ACML.
Real AI. Peer-reviewed research.
Our research is published in NeurIPS, JAIR and ACML.
Data Observability
Data Observability
Data Observability
Monitor Thousands of Tables In Seconds
Interactive visualizations
Oversee your organization’s entire data, or drill down to a single anomaly.
Interactive visualizations
Oversee your organization’s entire data, or drill down to a single anomaly.
Interactive visualizations
Oversee your organization’s entire data, or drill down to a single anomaly.
Smart thresholds
Leverage intelligent and adaptive thresholds, or define your own for precise, fine-grained results.
Smart thresholds
Leverage intelligent and adaptive thresholds, or define your own for precise, fine-grained results.
Smart thresholds
Leverage intelligent and adaptive thresholds, or define your own for precise, fine-grained results.
Improve AI with feedback
Flag results as expected or anomalous. Each piece of feedback helps the algorithm learn, refine its predictions, and adapt over time.
Improve AI with feedback
Flag results as expected or anomalous. Each piece of feedback helps the algorithm learn, refine its predictions, and adapt over time.
Improve AI with feedback
Flag results as expected or anomalous. Each piece of feedback helps the algorithm learn, refine its predictions, and adapt over time.
Start Today Look One Year Back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Start Today Look One Year Back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Start Today Look One Year Back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Collaborative Data Contracts
Collaborative Data Contracts
Collaborative Data Contracts
Business & Engineering in a Shared Workflow
Collaborative Workflows
Engineers work in Git. Business users in the UI. Every change is versioned, with proposals and diffs available in either view.
Collaborative Workflows
Engineers work in Git. Business users in the UI. Every change is versioned, with proposals and diffs available in either view.
Collaborative Workflows
Engineers work in Git. Business users in the UI. Every change is versioned, with proposals and diffs available in either view.
Governance by Design
Easily publish or propose contracts, with complete auditability and permission control built in.
Governance by Design
Easily publish or propose contracts, with complete auditability and permission control built in.
Governance by Design
Easily publish or propose contracts, with complete auditability and permission control built in.
AI-powered Data Contracts
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
AI-powered Data Contracts
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
AI-powered Data Contracts
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Root Cause Analytics
Root Cause Analytics
Root Cause Analytics
Isolate, manage and fix bad data. In your environment
Isolate, manage and fix bad data. In your environment
Diagnostics Warehouse
All failed records, whether flagged by a data contract or detected as anomalies, are automatically stored in your data warehouse of choice.
Diagnostics Warehouse
All failed records, whether flagged by a data contract or detected as anomalies, are automatically stored in your data warehouse of choice.
Diagnostics Warehouse
All failed records, whether flagged by a data contract or detected as anomalies, are automatically stored in your data warehouse of choice.
Complete Traceability
Gain complete visibility into your data operations - every log and anomaly is captured for transparent auditing and faster issue resolution.
Complete Traceability
Gain complete visibility into your data operations - every log and anomaly is captured for transparent auditing and faster issue resolution.
Complete Traceability
Gain complete visibility into your data operations - every log and anomaly is captured for transparent auditing and faster issue resolution.
Security by Design
Data stays in your cloud: secure, compliant, and fully under your control.
Security by Design
Data stays in your cloud: secure, compliant, and fully under your control.
Security by Design
Data stays in your cloud: secure, compliant, and fully under your control.
AI Remediation (Soon)
Fix bad records in source systems with AI-generated recommendations.
AI Remediation (Soon)
Fix bad records in source systems with AI-generated recommendations.
AI Remediation (Soon)
Fix bad records in source systems with AI-generated recommendations.
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
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
Integrations
Works with the tools your team already uses
Connect Soda to your data stack in minutes — no heavy setup, no migration, just smooth integration.
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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
Integrations
Works with the tools your team already uses
Connect Soda to your data stack in minutes — no heavy setup, no migration, just smooth integration.
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
Integrations
Works with the tools your team already uses
Connect Soda to your data stack in minutes — no heavy setup, no migration, just smooth integration.
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