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The proactive
 data quality
 testing platform

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Prevent data quality issues with automated CI testing, ML-powered data monitoring, cross-databased data reconciliation, and unified column-level lineage.

Powering leading data teams
Why Datafold

One data quality tool to manage all of your workflows

01

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.

02

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.

03

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.

Use cases

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

Prevent data quality incidents before they hit production with automated CI/CD testing.

CI/CD Testing

Monitor what you
 care about

Automatically detect anomalies and resolve data quality incidents with speed.

Data Monitoring
Customers

How our customers are ensuring data quality with speed and confidence

Key metrics
100%+
data accuracy & quality KPI achievement
90%+
faster testing and code review

"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."

Zachary Baustein
Lead Product Analyst
Key metrics
3+
Hours saved during the validation process for each new model
300+
Models rebuilt and validated in Snowflake

"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
Staff Analytics Engineer
Key metrics
200+
HOURS OF TESTING SAVED PER MONTH
20%+
increase in productivity

"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
Director, Product Analytics
Integrations

Testing that plugs into your stack

Explore Integrations
Datafold integrates with 50+ popular data tools