Data Observability
Data Observability
Data Observability
Scale monitoring without scaling effort
Scale monitoring without scaling effort
Scale monitoring without scaling effort
Deploy automated data observability across every table and data product. No manual setup or scripting.
Trusted by
Trusted by
Trusted by
The fastest and most accurate Data Observability
It sets up in under 5 minutes, delivers results immediately (no model long training time required), and works at the scale you’re already operating at.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Discover unknown unknowns in your data
Automatically detect anomalies at every layer: table, metadata, and record. Revealing issues you wouldn’t have noticed otherwise.
Automate Data Testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
The fastest and most accurate Data Observability
It sets up in under 5 minutes, delivers results immediately (no model long training time required), and works at the scale you’re already operating at.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Discover unknown unknowns in your data
Automatically detect anomalies at every layer: table, metadata, and record. Revealing issues you wouldn’t have noticed otherwise.
Automate Data Testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
The fastest and most accurate Data Observability
It sets up in under 5 minutes, delivers results immediately (no model long training time required), and works at the scale you’re already operating at.
Scale monitoring without scaling effort
Easily deploy automated monitoring across every table, pipeline, and data product. No manual setup or scripting.
Discover unknown unknowns in your data
Automatically detect anomalies at every layer: table, metadata, and record. Revealing issues you wouldn’t have noticed otherwise.
Automate Data Testing
Let AI do the heavy lifting. Automatically generate or refine contracts and checks designed for both technical and business users.
Proprietary AI Algorithms
Smarter and faster anomaly detection
Soda's metrics monitoring is 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.
Proprietary AI Algorithms
Smarter and faster anomaly detection
Soda's metrics monitoring is 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.
Proprietary AI Algorithms
Smarter and faster anomaly detection
Soda's metrics monitoring is 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.
Backfilling and Backtesting
Start today. Look one year back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Backfilling and Backtesting
Start today. Look one year back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Backfilling and Backtesting
Start today. Look one year back
With built-in backfilling and backtesting, Soda instantly analyzes historical data to reveal patterns and trends.
Record-level Anomaly Detection
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 Detection
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 Detection
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.
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
AI + Human Feedback
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.
AI + Human Feedback
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.
AI + Human Feedback
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.
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