Best data discussions tools in 2025

Secoda AI

Unifies data governance with cataloging, observability, and lineage.

Free

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📊 Data governance • 🗂️ Data organization

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DATPROF

Streamlined management of test data for compliance and efficiency.

Free trial

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📋 Test automation • 🔒 Data masking

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