AI-native fully automated
data quality
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Request a demo
You are in good company
AI-native fully automated
data quality
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Request a demo
You are in good company
AI-native fully automated
data quality
Find, understand, and fix any data quality issue in seconds.
From table to record-level.
Request a demo
You are in good company
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
Business and Engineers
in one workflow.
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.
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.
We don’t bolt AI on top. We’ve built the most advanced AI for data quality, faster, more accurate, and battle-tested at scale.
Introducing Soda 4.0
Unite Business, Engineering and Governance. Automate with AI.
Lock trust at the source.
Advanced AI for data quality
Faster and accurate
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.
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.
Learn more about Soda AI
Advanced AI for data quality
Faster and accurate
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.
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.
Learn more about Soda AI
Advanced AI for data quality
Faster and accurate
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.
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.
Learn more about Soda AI
Monitor Thousands of Tables
In Seconds
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.
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.
Learn more about Data Observability
Monitor Thousands of Tables.
In Seconds.
Interactive Visualizations
Oversee your organization’s entire data quality, or drill down to a single anomaly.
Smart Thresholds
Leverage intelligent and adaptive thresholds, or define your own for precise, fine-grained results.
Improve AI with Human 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.
Learn more about Data Observability
Monitor Thousands of Tables.
In Seconds
Interactive Visualizations
Oversee your organization’s entire data quality, or drill down to a single anomaly.
Smart Thresholds
Leverage intelligent and adaptive thresholds, or define your own for precise,
fine-grained results.
Improve AI with Human 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.
Learn more about Data Observabiliy
Business and 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.
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.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Learn more about Data Contracts
Business and 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.
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.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Learn more about Data Contracts
Business and 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.
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.
Quality at Scale
Enforce standards across every data product with contracts to automate quality checks and ensure compliance.
Learn more about Data Contracts
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.
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.
AI Remediation (Soon)
Fix bad records in source systems with AI-generated recommendations.
Learn more about Root Cause Analysis
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.
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.
AI Remediation (Soon)
Fix bad records in source systems with
AI-generated recommendations.
Learn more about Soda AI
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.
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.
AI Remediation (Soon)
Fix bad records in source systems with AI-generated recommendations.
Learn more about Soda AI
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."
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
"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
Integrate with the tools in your stack
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
Request a demo
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
Request a demo
Start trusting your data. Today.
Soda fixes data. End-to-end. From detection to resolution.
All automated with AI.
Request a demo
You are in good company
You are in good company
You are in good company
You are in good company
You are in good company
Product
Solutions
Company
AI-native Data Quality
Product
Solutions
Company
AI-native Data Quality
Product
Solutions
Blog
AI-native Data Quality
Product
Solutions
Blog
AI-native Data Quality