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Data Discovery Software with Version Control (2026)

Last updated: April 2026

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28 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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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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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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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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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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4MDG logo

Master data management software

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4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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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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Acterys logo

Accelerated xP&A Transformation

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The leading platform for dynamic Financial Planning & Analytics (FP&A) transformation with Power BI and Excel.

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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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Infoveave logo

Unified data platform with agentic AI

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Infoveave is a unified data platform that integrates data from multiple sources and automates workflows through its Agentic AI assistant called Fovea. The platform offers data quality management, governance tools, interactive visualizations, and predictive analytics capabilities. It supports conversational data queries, automated dashboard creation, and low-code application development for industries including retail, energy, healthcare, and manufacturing.

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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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Atlan logo

Modern Data Workspace For the Workplace of the Future

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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Select Star logo

Web-based data discovery and governance platform

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Select Star is a data discovery and governance platform that automatically analyzes and documents your data. Connect some of the most popular tools used in the modern data stack and start using the tool immediately to track where data is coming from, how it is being used, and by whom.

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DIAMS logo

Versatile IP software tailored to your individual needs

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Complete management software suite offering solutions tailored to your workflow and flexible reporting & dashboard tools.

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Shinydocs logo

Effortless access to the right files at the right time.

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Shinydocs crawls your content repositories and then uses rules to identify and classify your files, documents, records, and media to create a regularly updated master content inventory. It is invisible to your employees and works in the background while your team focuses on their day jobs.

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Ketch logo

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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Simflofy logo

Siloed content management with secure storage

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Simflofy is a cloud-based siloed content management system, which allows businesses to search for and manage documents from across multiple platforms. The solution offers features including federated search, document access and preview, content analytics, file migration, data discovery, and more.

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Classify360 logo
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Where data science meets data compliance.

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Classify360 is a data management platform for information security, data management, governance, and privacy enterprise teams in highly regulated, data-heavy industries.

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Enlighten logo
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Data quality and management software

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Enlighten is a data quality management solution that enables organizations to deliver on critical objectives, by getting the most value out of existing data.

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Ignimission Platform logo
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Ignimission makes data collection smarter, faster and safer

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Ignimission Platform is designed to streamline your business processes for collecting, capturing, exchanging, and reporting your data.

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Suadeo logo
(0)

Self-data service (SDS) platform for data management

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Suadeo is a self-data service (SDS) platform that helps businesses discover new perspectives and identify opportunities by accessing a collaborative environment for team members. It provides an ecosystem for informed decision-making and lets users control the entire lifecycle of data within the organization.

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