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Data Discovery Software with Data Security (2026)

Last updated: April 2026

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60 software options

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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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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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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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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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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Funnel logo

Marketing data aggregation and reporting platform

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Funnel is a marketing intelligence platform that aggregates data from multiple marketing sources into a centralized hub. The platform offers multiple connectors to integrate data from various advertising and analytics platforms, enabling automated reporting and data warehouse integration. Funnel provides AI-based measurement tools including marketing mix modeling and multi-touch attribution to analyze campaign performance across channels.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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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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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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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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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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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Hanzo logo

Legal document management software for compliance teams

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Hanzo is a data discovery software designed to help legal and compliance teams identify, collect, and preserve enterprise datasets. Administrators can capture data from teams' messages and other interactive web content and replicate it for investigation and review.

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Data Classification Suite logo

Find and protect sensitive data with data classification

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Ensure sensitive data is appropriately identified, labeled, marked, and protected throughout its lifecycle with Fortra's Data Classification Suite. Providing data at creation and data at rest solutions for Windows, Mac, cloud, and mobile.

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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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Manta logo

The world’s innovator in data lineage.

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Manta is the world-class automated approach to visualize, optimize, and modernize how data moves through your organization through code-level lineage.

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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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Salesforce Data Cloud logo

Customer Data Platform

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Salesforce Data Cloud is a powerful platform for transforming your customer data into action with Salesforce's leading technologies.

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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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Qrvey logo

Embedded Analytics for SaaS Companies

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Qrvey is the embedded analytics platform designed specifically for SaaS companies.

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