What is the Datafold Migration Agent, and how does it work?
Discover how the Datafold Migration Agent (DMA) automates code translation and data validation, cutting migration timelines by up to 6x while ensuring data quality.
The proactive
 data quality
 testing platform
Prevent data quality issues with automated CI testing, ML-powered data monitoring, cross-databased data reconciliation, and unified column-level lineage.
One data quality tool to manage all of your workflows
High data quality starts with prevention
At Datafold, we believe in catching data issues before they reach your stakeholders. Our shift-left approach starts data quality testing early in your pipelines, identifying and resolving problems before they become costly mistakes. Whether through automated CI testing or upstream checks on OLTP databases, Datafold helps your team stay ahead of bad data.
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The unified platform
Eliminate vendor overhead with Datafold's all-in-one platform for data quality testing, monitoring, observability, column-level lineage, and reconciliation. From upstream databases to production, Datafold automates testing at every step, ensuring full confidence in your data pipelines.
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Built for scale and security
Datafold is engineered to handle complex data ecosystems with ease, scaling effortlessly as your data grows. With built-in security and governance features, including precise access controls and audit trails, ensure your data remains protected and compliant, no matter the size or complexity of your pipelines.
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Migrate faster
Accelerate your data migrations by more than 6 months using Datafold's AI-powered SQL conversion and cross-database data diffing capabilities.
Data migration testing
Deploy with speed
 and confidence
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Prevent data quality incidents before they hit production with automated CI/CD testing.
CI/CD Testing
Monitor what you
 care about
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Automatically detect anomalies and resolve data quality incidents with speed.
Data Monitoring
How our customers are ensuring data quality with speed and confidence
100%+
90%+
"Datafold helps you find the hidden changes you didn't know you made to your data, helping you if they're unintended or understanding what's causing them."
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Zachary Baustein
3+
300+
"Datafold allows real visibility into data changes before the changes are live, reducing mistakes and enabling our analysts and stakeholders to feel confident in their changes."
Adam Underwood
200+
20%+
"You can see right off the bat whether your data quality is what you were expecting, and reviewers can see it, too. Now we’re at the rate where we’re automating code reviews, or close to it, on 100 pull requests per month. And this is just the start."
John Lee
Testing that plugs into your stack
Explore Integrations
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