Best Active Metadata Management Software
Active metadata management is a new form of data management where active metadata is used to provide clear, intelligible business insights to drive smart business decisions. Active metadata is the key factor that will allow businesses to improve the efficiency of data-driven decisions and initiatives. Metadata is data that describes data. Traditional data catalogs contain passive metadata—data not proactively used by the user unless initiated and includes models and schemas. This is where active metadata comes in. Active metadata enriches passive metadata to improve data cataloging and data management. It manages the metadata for operational purposes.
Traditional metadata management platforms focused on organizing and storing metadata, including an organization's data. Active metadata management brings in the "analysis" component to this data, helping data users analyze metadata and derive valuable and rational insights via automation. In simple terms, metadata management connects technical, business, and operational data, and when AI and machine learning are integrated into this relationship, active metadata management is born. Active metadata management platforms also have a component of machine learning to ensure resource allocation, capacity monitoring, etc. It also supports real-time collaboration.
Active metadata management software works very similarly to machine learning data catalogs. The major difference, however, is that active metadata management encompasses the entire data ecosystem and is the successor to a machine learning data catalog. Active metadata management tools do not focus only on crawling, cataloging, and scrolling data with the help of machine learning but also set up a data management framework for all users in an organization. It is a building block of the DataOps architecture.
To qualify for inclusion in the Active Metadata Management category, a product must:
Best Active Metadata Management Software At A Glance
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Built by a data team, for data teams, Atlan is THE Active Metadata platform for enterprises to find, trust, and govern AI-ready data, and a leader in The Forrester Wave™: Enterprise Data Catalogs, Q3
- Financial Services
- Information Technology and Services
- 54% Mid-Market
- 40% Enterprise
9,474 Twitter followers
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- User Satisfaction
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Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying
- Financial Services
- Banking
- 73% Enterprise
- 19% Mid-Market
5,761 Twitter followers
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- User Satisfaction
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DataGalaxy is the industry’s first Data Knowledge Catalog delivering data culture and literacy across organizations globally. As an established leader in Europe and operating worldwide, DataGalaxy
- Insurance
- Banking
- 52% Enterprise
- 44% Mid-Market
869 Twitter followers
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Alation is the data intelligence company. Nearly 600 global enterprises — including 40% of the Fortune 100 — rely on Alation to realize value from their data and AI initiatives. Customers such as Cisc
- Financial Services
- Computer Software
- 66% Enterprise
- 25% Mid-Market
3,609 Twitter followers
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Secoda is the fastest way to explore, understand, and use data. Companies like Chipotle, Cardinal Health, Kaufland, and Remitly use Secoda to get visibility into the health of their entire stack, red
- Computer Software
- Information Technology and Services
- 64% Mid-Market
- 20% Small-Business
895 Twitter followers
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The Progress Semaphore semantic AI platform enables organizations to derive value from their information by making it consumable and trustworthy across the enterprise at scale. Semaphore excels at thi
- Computer Software
- 61% Small-Business
- 32% Mid-Market
50,056 Twitter followers
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A machine-learning-based data catalog that allows to classify and organize data assets across cloud, on-premises, and big data. It provides maximum value and reuse of data across enterprise.
- Information Technology and Services
- Computer Software
- 48% Enterprise
- 24% Mid-Market
101,673 Twitter followers
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- User Satisfaction
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Coalesce Catalog is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. Coalesce Catalog
- Financial Services
- Information Technology and Services
- 60% Mid-Market
- 25% Enterprise
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- User Satisfaction
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Select Star is a modern data governance platform that helps organizations manage and understand their data at scale – enabling AI, analytics, and self-service across the business. It automatically
- Real Estate
- Information Technology and Services
- 53% Mid-Market
- 35% Enterprise
385 Twitter followers
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Octopai modernizes data management with an automated metadata management platform that visualizes complex data flows across your entire organization's data landscape. Octopai enables data teams to tra
- 67% Mid-Market
- 22% Enterprise
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CluedIn is the modern Master Data Management platform that accelerates the time it takes to prepare data for insight by up to 80%. Our zero-modeling, schemaless approach means that data stewards no lo
- 36% Enterprise
- 36% Mid-Market
2,484 Twitter followers
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- User Satisfaction
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Dawiso is a modern, user-friendly data catalog and governance platform supporting the data democratisation of data-driven companies. With active metadata management, Dawiso enables everybody in an org
- 50% Mid-Market
- 30% Small-Business
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- User Satisfaction
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Alex is a Metadata Management Platform designed to empower everyone to securely find, understand, protect, and ethically use the world’s data. Recognised by Gartner as a Leader in the Magic Quadrant f
- 60% Mid-Market
- 40% Small-Business
91 Twitter followers
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Manta's unified lineage platform helps businesses around the world fix the damage done by poor data management and the manual processes surrounding it. Manta can construct lineage from report defini
- 50% Small-Business
- 30% Mid-Market
709,653 Twitter followers
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Nexla is an enterprise-grade data integration platform with a new approach to data integration that’s designed for the GenAI era. Instead of relying on leaky data pipelines, Nexla abstracts data at it
- Computer Software
- Insurance
- 40% Mid-Market
- 36% Small-Business
842 Twitter followers
