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Metadata Management Software with Data Discovery (2026)

Last updated: November 2025

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34 software options

Claravine logo

Take the drama out of your marketing data

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Claravine is The Data Standards Company. We help brands and agencies deliver on the promise of modern marketing by standardizing taxonomies, naming conventions, and metadata across all digital experiences.

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Dataedo logo

Data catalog and database documentation tool

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Dataedo is a data catalog and database documentation tool. It supports metadata management and data governance through data dictionaries, business glossaries, database diagrams, data profiling, data lineage, and more.

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openAudit logo

Massive and Technical data lineage

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{openAudit}, a fusion of the analysis
of data lineage and uses of information, to
map an information system,
and transform it: IT debt reduction, Cloud migrations.

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Contentverse logo

Simple, secure document management for everyone

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Contentverse is a secure, versatile, fully-featured enterprise content management solution. 128-bit encryption. DocuSign integration. On-premise and/or cloud implementation. With a robust indexing module that can detect text, barcodes, and QR codes on scanned pages as searchable metadata.

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Accurity logo

All-in-one data intelligence platform

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Accurity enables businesses to easily define, organize, and understand their data assets through metadata management capabilities, including a business glossary and data catalog. This enhances data governance and compliance while empowering users to make informed decisions.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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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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Metaphor logo

data catalog and management solution

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Metaphor is a data management solution that streamlines the data journey by providing full compatibility with the modern stack. With Metaphor, users can experience enhanced agility and scalability in their data operations. The software integrates with various collaboration platforms like Slack and MS Teams, facilitating communication and teamwork among team members.

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Intelligent Data Management Cloud logo

Cloud and On-Premise Data Integration

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Informatica's Cloud Integration is a cloud-to-cloud & cloud-to-premise application integration platform. It offers pre-built connectors to on-premise/cloud-based apps, databases, flat files, file feeds and social networks. The templates and process automation guides help build desired connections.

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Azure Data Catalog logo

Cloud-based data governance software

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Azure Data Catalog is a cloud-based data governance software that helps users organize and manage their data assets. It provides tools to help team members create policies, manage access to data, and give insights into what's happening with the database. The software helps enterprises by providing a centralized location for managing all of the databases, regardless of where they are hosted or how many there are.

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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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Alation logo

The Industry’s Leading Data Catalog

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One place to find, understand, trust, and collaborate on data — removing the barriers that come from huge volumes of data, complex environments, and organizational silos.

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data.world logo

Cloud-based metadata management solution

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data.world is a cloud-based metadata management software that helps businesses in streamlining data discovery, governance, and analysis processes. The platform can be used to organize data into charts, graphs, and reports. It also allows users to search for specific terms within documents which is helpful when they want to find particular information right away without having to go through each document individually.

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Shinydocs logo

Effortless access to the right files at the right time.

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Shinydocs is a cloud-based master data management solution that automates the critical first step of any information management program by finding documents, files, and records and aligning them with your people, processes, and regulations. The software centralizes content from disparate data repositories, delivering the information needed to meet business objectives.


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Zeenea Data Discovery Platform logo

Democratize data. Accelerate smarter decision-making.

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The Zeenea Data Discovery Platform (by Actian) democratizes data by empowering data experts and business users to easily discover, trust, and utilize enterprise data. The SOC 2 Type II & ISO/IEC 27001 Standard features two solutions: a Data Catalog and an Enterprise Data Marketplace.

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erwin Data Governance logo

Data governance solution for business collaboration

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erwin Data Governance is a cloud-based solution designed to help businesses track data for optimizing its value, security, and quality. It lets users streamline regulatory compliance and data privacy to facilitate decision making and drive digital transformation.

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Solidatus logo
(0)

Make the unknown known.

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Intelligent data management, discovery and visualization to empower your organization. Make the unknown known.

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Experian Aperture Data Studio logo
(0)

Unified data quality and governance.

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Aperture Data Studio helps organisations build and maintain trusted, high-quality data at scale, enabling better decision-making while reducing risk. The data intelligence platform unifies data quality and governance, spanning data, models, and AI-driven use cases.

Read more about Experian Aperture Data Studio

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One Data logo
(0)

The Data Product Space

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One Data is the Data Product Space where business and data teams collaborate to build, manage, and scale trusted data products - bridging the gap between data experts and business users efficiently.

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decube logo
(0)

Data observability platform

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decube is a cloud-based data observability solution that helps data teams understand the health of data in their systems & prevent data quality issues.

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ThinkData Platform logo
(0)

The best way to connect, manage, and share data.

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ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data.

Data professionals save time with unique features for indexing, ingesting, or virtualizing data, custom metadata management, and monitoring data health and use in real time.

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SAP BTP logo
(0)

Integrated business management platform for all industries

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SAP BTP is a cloud-based platform that provides a complete solution for all business process management needs. It provides a system for building, managing, and integrating systems across the entire organization. It features an integrated approach to finance, accounting, and supply chain management.

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ONIXEDIT logo
(0)

Book metadata management system

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OnixEdit is a unified platform for publishers that runs on Windows and allows for the management of book metadata, access to a text editor, and additional features all from a single location.

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Data Mesh Manager logo
(0)

Bring data teams together

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Data Mesh Discovery, Data Product Controlling, Data Contract Agreement, and Governance Tracking.

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