Don't just detect bad data. Fix it. Automatically.
Don't just detect bad data. Fix it. Automatically.
Don't just detect bad data. Fix it.
Automatically.
One platform where AI agents detect, fix, and govern your data.
With you in the loop.
Trusted by
Detect. Fix. Govern.
Automated data quality and automated data management.
One platform that does what no other tool does: finds problems and actually fixes them.
Detect before it breaks
Data contracts enforce quality, observability catches anomalies. Issues stopped before production, not after.


Fix what's already broken
Agents that cleanse dirty records, resolve duplicates, and merge them into a single golden record. With you in the loop.
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Missing
Duplicated
Invalid
Customer records
Sales records
Transactional records
Govern everything, automatically
Shared glossary, full lineage, centralized metrics. Every column classified. Access policies for humans and agents alike.
Automated data quality, remediation, and management
Automated data quality, remediation, and management
Automated data quality, remediation, and management
One platform, three ways your data gets better without your team doing the heavy work.
Data Contracts
Generate contracts from production data or refine them in plain English. Enforce them in your pipeline, automatically.
Data Contracts
Generate contracts from production data or refine them in plain English. Enforce them in your pipeline, automatically.
Data Observability
Monitor thousands of tables without writing a single rule. Smart thresholds adapt over time, 70% fewer false positives.
Data Observability
Monitor thousands of tables without writing a single rule. Smart thresholds adapt over time, 70% fewer false positives.
Record-Level Anomaly Detection
Detect anomalies at the row level, not just the table level. Every failed record stored in your warehouse.
Record-Level Anomaly Detection
Detect anomalies at the row level, not just the table level. Every failed record stored in your warehouse.
Root Cause Analytics
Every failed record stored in your diagnostics warehouse. Full traceability from anomaly to root cause.
Root Cause Analytics
Every failed record stored in your diagnostics warehouse. Full traceability from anomaly to root cause.
Your data has problems.
Let's fix them
Your data has problems.
Let's fix them
Agentic Data Cleansing
Specialized AI agents analyze records, identify the failure pattern, and generate targeted a fix recommendation.
Agentic Data Cleansing
Specialized AI agents analyze records, identify the failure pattern, and generate targeted a fix recommendation.
Entity Resolution
Fuzzy matching that finds duplicates across systems, even when nothing matches exactly. Extremely fast, zero configuration needed.
Entity Resolution
Fuzzy matching that finds duplicates across systems, even when nothing matches exactly. Extremely fast, zero configuration needed.
Golden Record
Merge duplicate records from multiple systems into a single. Best value picked for every field, fully unsupervised.
Golden Record
Merge duplicate records from multiple systems into a single. Best value picked for every field, fully unsupervised.
Data Classification
Automatically label every column: PII, financial, customer, public. Labels feed directly into access policies and agent permissions.
Data Classification
Automatically label every column: PII, financial, customer, public. Labels feed directly into access policies and agent permissions.

Everything labeled, everything traced, everything governed. Automatically.
Everything labeled, everything traced, everything governed. Automatically.
Glossary & Catalog
Find any dataset, metric, or definition in seconds. Columns that mean the same thing across systems are automatically unified.
Glossary & Catalog
Find any dataset, metric, or definition in seconds. Columns that mean the same thing across systems are automatically unified.
Lineage & Data Products
Trace every number back to its source. Package data as products with owners, SLAs, and quality contracts.
Lineage & Data Products
Trace every number back to its source. Package data as products with owners, SLAs, and quality contracts.
Metrics Store
Define a metric once. It powers every dashboard, every report, every agent workflow. No more conflicting numbers.
Metrics Store
Define a metric once. It powers every dashboard, every report, every agent workflow. No more conflicting numbers.
Policies & Access Control
Full control over who and what touches your data. Agents request access with justification, you approve or deny.
Policies & Access Control
Full control over who and what touches your data. Agents request access with justification, you approve or deny.


The engine behind every agent, every workflow, every fix.
The engine behind every agent, every workflow, every fix.
Agent Fleet
Specialized agents for cleansing, classification, deduplication, monitoring, and contract generation. Visual fleet canvas showing what every agent is doing right now.
Agent Fleet
Specialized agents for cleansing, classification, deduplication, monitoring, and contract generation. Visual fleet canvas showing what every agent is doing right now.
Agent Fleet
Specialized agents for cleansing, classification, deduplication, monitoring, and contract generation. Visual fleet canvas showing what every agent is doing right now.
Memory
Every correction and approval becomes context. Agents start each session smarter than the last. You control what gets remembered and what gets forgotten.
Memory
Every correction and approval becomes context. Agents start each session smarter than the last. You control what gets remembered and what gets forgotten.
Memory
Every correction and approval becomes context. Agents start each session smarter than the last. You control what gets remembered and what gets forgotten.
Inbox
One place for every decision: fix approvals, classification labels, access requests, contract proposals. Nothing changes without explicit human approval.
Inbox
One place for every decision: fix approvals, classification labels, access requests, contract proposals. Nothing changes without explicit human approval.
Inbox
One place for every decision: fix approvals, classification labels, access requests, contract proposals. Nothing changes without explicit human approval.
Orchestration & Ingestion
Pipelines that manage themselves. 100+ connectors, agents that self-schedule based on upstream freshness, auto-retry on failure, SLA alerts before you notice a problem.
Orchestration & Ingestion
Pipelines that manage themselves. 100+ connectors, agents that self-schedule based on upstream freshness, auto-retry on failure, SLA alerts before you notice a problem.
Orchestration & Ingestion
Pipelines that manage themselves. 100+ connectors, agents that self-schedule based on upstream freshness, auto-retry on failure, SLA alerts before you notice a problem.
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
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
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
Your data has problems.
Now they fix themselves.
Automated data quality, remediation, and management.
One platform, agents that do the work, you approve.
Trusted by




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
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
Your data has problems.
Now they fix themselves.
Automated data quality, remediation, and management.
One platform, agents that do the work, you approve.
Trusted by
Solutions




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
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
Your data has problems.
Now they fix themselves.
Automated data quality, remediation, and management.
One platform, agents that do the work, you approve.
Trusted by
Solutions



