To make it easier, we’ve grouped these into categories with the most popular first.

Although there are some similarities in features between these, depending on your situation, you might find one is more suitable to your needs.

Data Auditing for Data Scientists

Informatica Data Governance
Discover Informatica’s enterprise data governance products that fuel your important business initiatives with high-quality, trusted data.
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Collibra Data Governance Center
Collibra's Data Governance Center provides a comprehensive platform to help organizations manage their data assets. It enables users to define data policies, monitor data quality, and ensure compliance with regulations. It also provides tools to help users discover, catalog, and classify data.
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Other Data Auditing

Talend Data Quality
Talend Data Quality gives you quality controls to profile, clean, and mask data in any format or size to deliver data governance for trusted and compliant data.
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