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Metadata Management Software with Reporting & Statistics (2026)

Last updated: November 2025

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Metadata Management Software Key Features

    Based on 54 user opinions, we identified 6 features that are important for any product in Metadata Management Software

  • Metadata Management

    Collect and maintain structured information that describes data or content

    Average user rating

    4.5

  • Data Catalog

    An organized inventory of all data assets

    Average user rating

    4.4

  • Data Governance

    Collection of processes, policies, and standards to manage the storage & usability of enterprise data

    Average user rating

    4.4

  • Data Lineage

    Gives visibility to the origin, history, transformation and location of data

    Average user rating

    4.7

  • Data Mapping

    Track the management and flow of data throughout the organization

    Average user rating

    4.6

  • Search/Filter

    Search and filter data across systems to locate required information by entering keywords or certain criteria

    Average user rating

    4.5
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20 software options

IBM Cloud logo

Cloud infrastructure management software

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IBM Cloud is a cloud infrastructure management software that helps businesses manage applications and data across public, private, and hybrid cloud environments. Administrators can utilize routers, firewalls, VPN tunnels, and load balancers to handle networks across the organization.

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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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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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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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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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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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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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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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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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Experian Aperture Data Studio logo
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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.

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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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Infor Data Lake logo
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Capturing data across the enterprise.

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Use Infor's Data Lake tools for big data solutions: capture diverse data, integrate seamlessly with Infor OS, ION, and API Gateway. Infor Data Catalog boosts insights. Extend to Infor ecosystem for innovative data warehousing, seamlessly integrating analytics. Transform your approach.

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Stratio Data Fabric logo
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A secure business data layer for business & data teams

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Stratio Data Fabric is a cloud-based platform that helps midsize and large businesses automate data management processes via artificial intelligence (AI) technology.

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DISQOVER logo
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Life sciences knowledge discovery platform

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DISQOVER is a knowledge discovery platform developed for the life sciences industry. Using knowledge graph and semantic technologies, DISQOVER integrates siloed data to support organizations in accelerating their drug development activities.

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DataGalaxy offers intuitive, collaborative metadata management to support governance, discovery, compliance, and AI-driven initiatives.

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Cloud-based solution for managing digital assets

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Centralize, manage, and share your digital assets effortlessly with Penzle DAM.

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