Soda AI
Soda AI
Soda AI
AI for data quality
Faster and more accurate
AI for data quality
Faster and more accurate
AI for data quality
Faster and more accurate
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.
Trusted by
Trusted by
Trusted by
Detection to resolutionAll automated with AI
From AI-generated data contracts to human-in-the-loop feedback and automated anomaly detection, Soda helps teams find, understand and fix data quality issues at scale. Securely in your cloud.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Detect anomalies down to the record
Automatically identify anomalies at every layer: table, metadata, and record.
Automate data and pipeline testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
Detection to resolutionAll automated with AI
From AI-generated data contracts to human-in-the-loop feedback and automated anomaly detection, Soda helps teams find, understand and fix data quality issues at scale. Securely in your cloud.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Detect anomalies down to the record
Automatically identify anomalies at every layer: table, metadata, and record.
Automate data and pipeline testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
Detection to resolutionAll automated with AI
From AI-generated data contracts to human-in-the-loop feedback and automated anomaly detection, Soda helps teams find, understand and fix data quality issues at scale. Securely in your cloud.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Detect anomalies down to the record
Automatically identify anomalies at every layer: table, metadata, and record.
Automate data and pipeline testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
Metrics Monitoring
Automatically detect anomalies in data and metadata metrics
Soda AI makes metrics monitoring fast, simple, and precise.Powered by proprietary algorithms that outperform Facebook Prophet, it adapts as your data changes, delivers 70% fewer false positives, and scales to 1B rows in just 64 seconds.
Metrics Monitoring
Automatically detect anomalies in data and metadata metrics
Soda AI makes metrics monitoring fast, simple, and precise.Powered by proprietary algorithms that outperform Facebook Prophet, it adapts as your data changes, delivers 70% fewer false positives, and scales to 1B rows in just 64 seconds.
Metrics Monitoring
Automatically detect anomalies in data and metadata metrics
Soda AI makes metrics monitoring fast, simple, and precise.Powered by proprietary algorithms that outperform Facebook Prophet, it adapts as your data changes, delivers 70% fewer false positives, and scales to 1B rows in just 64 seconds.
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
Record Level Anomaly Dectection
Detect record-level anomalies instantly
Soda AI’s proprietary Record-Level Anomaly Detection (RAD) gives you instant, broad coverage across every column, row, and segment — without defining a single check.It builds a deep understanding of what “normal” looks like, flags unusual records with high precision, and alerts the right person automatically.
Record Level Anomaly Dectection
Detect record-level anomalies instantly
Soda AI’s proprietary Record-Level Anomaly Detection (RAD) gives you instant, broad coverage across every column, row, and segment — without defining a single check.It builds a deep understanding of what “normal” looks like, flags unusual records with high precision, and alerts the right person automatically.
Record Level Anomaly Dectection
Detect record-level anomalies instantly
Soda AI’s proprietary Record-Level Anomaly Detection (RAD) gives you instant, broad coverage across every column, row, and segment — without defining a single check.It builds a deep understanding of what “normal” looks like, flags unusual records with high precision, and alerts the right person automatically.
AI Automations
AI that writes checks and contracts with you
Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds.Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.
AI Automations
AI that writes checks and contracts with you
Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds.Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.
AI Automations
AI that writes checks and contracts with you
Ask in plain English to create or refine Data Contracts, and let the Contracts Copilot generate ready-to-deploy versions in seconds.Enjoy faster setup, consistent standards, and automation that removes the repetitive work across your data stack.Even inside the UI, the Copilot updates and completes your contracts for you. No extra clicks needed.
AI Research
Research-driven AI data quality
Our research has been published in leading peer-reviewed journals and conferences, including NeurIPs, JAIR and ACML. The same venues that have advanced the foundations of GPT and modern AI.
AI Research
Research-driven AI data quality
Our research has been published in leading peer-reviewed journals and conferences, including NeurIPs, JAIR and ACML. The same venues that have advanced the foundations of GPT and modern AI.
AI Research
Research-driven AI data quality
Our research has been published in leading peer-reviewed journals and conferences, including NeurIPs, JAIR and ACML. The same venues that have advanced the foundations of GPT and modern AI.
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