Best Data Discovery Software

Compare the Top Data Discovery Software as of January 2026

What is Data Discovery Software?

Data discovery software is a type of software tool that allows users to quickly identify patterns, trends, and relationships in large datasets. It utilizes tools such as natural language processing and machine learning to quickly analyze data and uncover insights. Data discovery software can be used in a variety of areas such as healthcare, business intelligence, fraud detection, risk management, and more. Its purpose is to give its users quick access to the most relevant data so they can make informed decisions. Compare and read user reviews of the best Data Discovery software currently available using the table below. This list is updated regularly.

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    Narrative

    Narrative

    Narrative

    Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.
    Starting Price: $0
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    Atlan

    Atlan

    Atlan

    The modern data workspace. Make all your data assets from data tables to BI reports, instantly discoverable. Our powerful search algorithms combined with easy browsing experience, make finding the right asset, a breeze. Atlan auto-generates data quality profiles which make detecting bad data, dead easy. From automatic variable type detection & frequency distribution to missing values and outlier detection, we’ve got you covered. Atlan takes the pain away from governing and managing your data ecosystem! Atlan’s bots parse through SQL query history to auto construct data lineage and auto-detect PII data, allowing you to create dynamic access policies & best in class governance. Even non-technical users can directly query across multiple data lakes, warehouses & DBs using our excel-like query builder. Native integrations with tools like Tableau and Jupyter makes data collaboration come alive.
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    Fasoo Data Radar
    Fasoo Data Radar (FDR) is a data discovery and classification solution that helps organizations locate, analyze, and manage sensitive unstructured data across on-premise servers, cloud storage, and endpoints. It scans and classifies files based on keywords, regex patterns, file formats, and other predefined policies, ensuring organizations maintain control over critical information. With real-time monitoring and centralized policy enforcement, FDR enhances data security by identifying risks, preventing unauthorized access, and assisting with compliance requirements such as GDPR, HIPAA, and CCPA. Its integration with enterprise security frameworks allows organizations to apply consistent data protection policies while improving operation workflows. By automating data classification and governance, FDR increases efficiency and enhances data visibility for security and compliance management.
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