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Data Discovery Software with Sensitive Data Identification (2026)

Last updated: April 2026

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57 software options

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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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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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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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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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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Altair Monarch logo

Data extraction and preparation tool for business analysts

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An industry leader with over 30 years experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct no-code workflows enable users to collaborate as they transform difficult data such as PDFs spreadsheets and t

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Blossom Sky logo

Federated AI Learning and Data Analytics

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Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

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Lumenore logo

Self-Service Business Intelligence with no-code analytics

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Lumernore Analytics is a business Intelligence software with no-code analytics. The platform helps users get actionable intelligence that is connected to their data - from all types of sources.

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Netwrix Data Classification logo

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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Open Bridge logo

AI-based tool for data collection, integration & management

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Open Bridge is an on-premise and cloud-based data management software that provides businesses with tools to extract, collect, and integrate enterprise data on a centralized platform. Supervisors can use the dashboard to schedule operational workflows and configure access permissions.

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Raynet One logo

Find out more on www.raynet-inc.com.

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Complete data is the basis for managing IT assets, optimizing costs and minimizing risks.

TThe integration of different data sources and the preparation of concise dashboards and reports serve as a decision-making base and enable you to effectively manage data with the highest data quality.

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Dark Web ID logo

Threat detection and monitoring for businesses and MSPs

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Dark Web ID is a cloud-based cybersecurity tool, which monitors the dark web and alerts businesses to any risks or threats. The platform can be used by MSPs or enterprises to prevent data breaches and ensure sensitive employee or company data is not available on the dark web.

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Collibra logo

Cloud-based data governance and management platform

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Collibra is a cloud-based integrated data management platform that helps users get more value from their data. It includes data catalogs, flexible governance, and continuous quality control capabilities that allow staff members to take action on data to put health in the hands of analysts and researchers. It helps employees identify data quality issues, access the built-in dashboard, and manage multiple elements, including outliers, schema changes, behaviors, patterns, and duplicates.

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MeasureOne logo

Data you want. Data you trust. Consumer Approved.

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MeasureOne's consumer permissioned data platform is transforming the way businesses can access and leverage consumer data for growth and innovation with an unmatched range of data domains spanning income, education, employment, insurance, and more.

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Enterprise Recon logo

Data discovery and management platform for enterprises

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Enterprise Recon is a cloud-based and on-premise software that enables organizations to remediate sensitive information and utilize GLASS Technology for data discovery, risk assessment, classification, and more.

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CXAIR logo

Data discovery and analytics platform

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CXAIR is a cloud-based data discovery and analytics platform which helps finance, healthcare and retail organizations connect data sets and consolidate information assets. Key features include contextual search, data classification, visual analytics, and self service data preparation.

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Trackingplan logo

Ensure the quality of your digital analytics.

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Trackingplan automates error detection and root cause analysis to save time to digital analytics and marketing teams by continuously monitoring both web and app traffic to notify you before problems have a significant impact.

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Webz.io logo

Machine-Defined Web Data

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Webz.io transforms the vast pool of web data from across the open and dark web into structured web data feeds, ready for machines to consume.

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DATPROF logo

Test Data Simplified

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DATPROF simplifies getting the right test data in the right place at the right time by building software that delivers masked and subsetted test data automatically (API or Portal).

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Spirion logo

Data discovery, classification & protection platform

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Spirion is a cloud-based & on-premise solution designed to assist businesses in industries such as manufacturing, healthcare & eCommerce with data discovery, classification, and protection. Key features include risk management, data analysis, rule-based workflows, historical tracking, and reporting.

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DvSum logo

Data intelligence platform for data & analytics teams

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DvSum is a cloud-based data intelligence platform designed to help data and analytics teams discover, monitor, and govern data. Using AI-enabled algorithms, DvSum can automatically classify and curate data to create an actionable data catalog for enterprises.

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datuum.ai logo

AI-powered no-code data integration automation platform

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Datuum is an AI-driven no-code platform that can integrate your customers' data into your product within just minutes. With our pre-trained AI engine, you can easily manage and integrate data from various sources without coding.

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