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Data Discovery Software with Alerts/Notifications (2026)

Last updated: March 2026

Data Discovery Software Key Features

    Based on 398 user opinions, we identified 6 features that are important for any product in Data Discovery Software

  • Data Connectors

    Connect to big data sources

    Average user rating

    4.7

  • Data Visualization

    Graphical representation of data

    Average user rating

    4.7

  • Reporting/Analytics

    View and track pertinent metrics

    Average user rating

    4.8

  • Data Import/Export

    Import and export data to and from software applications

    Average user rating

    4.7

  • Multiple Data Sources

    Allows users to manage data from a number of sources

    Average user rating

    4.7

  • Customizable Reports

    Alter the layout and content of reports

    Average user rating

    4.7
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User rating

89 software options

ManageEngine DataSecurity Plus logo

ManageEngine DataSecurity Plus

Software for managing data visibility and security

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ManageEngine DataSecurity Plus is a comprehensive platform designed to provide organizations with unified data visibility and security to help businesses protect their sensitive data and mitigate risks effectively.

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Ketch logo

Ketch

Data privacy and governance solution

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Ketch automates data discovery, providing real-time visibility into personal data across systems. With automated data mapping, classification, and tracking, businesses can ensure compliance, enforce policies, and reduce risk while maintaining seamless data operations and governance.

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Netwrix Data Classification logo

Netwrix Data Classification

Discover and secure sensitive data wherever it resides

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Netwrix Data Classification is a data discovery and classification software that enables businesses to secure confidential data, mitigate potential risks, and ensure regulatory compliance across organizational processes.

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Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Tableau logo

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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Looker logo

BI platform for data exploration & analytics

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Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time exploration and sharing of insights. It features a universal semantic modeling layer for unified, governed data, conversational analytics with Gemini for natural language queries, and capabilities for embedding interactive dashboards into applications. Looker integrates with Google Cloud and BigQuery, offering an API-first architecture for custom data experiences.

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Logi Symphony logo

Analytics that work everywhere - including where your data a

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Transform your software with Logi Symphony's embedded analytics - the only platform delivering full AI capabilities on-premises.

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Qlik Sense logo

End-to-end data analytics platform

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Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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Safetica logo

Intelligent Data Security

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Safetica Intelligent Data Security protects sensitive enterprise data wherever your team uses it.
With advanced data discovery, context-aware classification, proactive threat prevention and adaptive security, Safetica provides comprehensive visibility and control over your data.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas supports data discovery by presenting transaction data in an intuitive way.

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SAP Analytics Cloud logo

Web-based financial planning, BI analytics and collaboration

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SAP Analytics Cloud is a SaaS solution for blending BI data from multiple sources, accessing visualizations, viewing reports and sharing insights socially

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Elastic Stack logo

Distributed search and analytics solution

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Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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ManageEngine ADAudit Plus logo

Active Directory change audit and reporting software

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ManageEngine ADAudit Plus is a change audit software that provides detailed reports for changes made in Windows Active Directory and real-time compliance audits.

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Two Minute Reports logo

Software for monitoring and analyzing marketing data

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Two Minute Reports is an add-on for Google Sheets and Google Data Studio applications, designed to help businesses connect multiple data sources to view, monitor, analyze, and report marketing metrics on a unified portal. The platform enables users to create interactive dashboards and generate reports for reference.

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Hexomatic logo

No-code data extraction & automation platform

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Hexomatic is a no-code, work automation platform that allows users to utilize the internet as their own data source, leverage ready-made automation to scale time-consuming tasks.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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SAS Visual Analytics logo

SAS gives you THE POWER TO KNOW®.

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Data scientists can save time and energy in the data discovery process by using SAS Visual Analytics’ machine learning and natural language explanations to quickly spot important relationships in data – all with trusted results.

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Pentaho logo

Data integration & business analytics platform

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Pentaho couples data integration with business analytics in a modern platform that brings together IT & business users to access, visualize & explore their data

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TARGIT Decision Suite logo

Cloud-based business intelligence and analytics software

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TARGIT Data Discovery enables end-users to connect to their own data sources — like Excel files or online data services. It offers a simple, semi-automatic data modeling tool that was built to make such ad-hoc data available for analytical purposes in a matter of minutes or even seconds.

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Zema Enterprise logo

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Enterprise Test Data logo

AI-powered. End-to-end. Your complete test data platform.

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AI-powered. End-to-end. Your complete test data management platform. Simplify complex application landscapes and provide confidence and clarity at every step of your test data management journey.

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Displayr logo

The all-in-one analysis and reporting software.

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Displayr is an AI-powered, all-in-one platform tailored for market researchers. Streamline analysis, create dynamic reports, and deliver real-time insights with ease. Unlock smarter insights today!

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.

• 600+ data connectors across marketing, advertising, sales and finance
• Unrivaled data transformations
• Automated data quality and management tools

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