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:
Featured Active Metadata Management Software At A Glance
G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- 72% Enterprise
- 19% Mid-Market
5,748 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- Computer Software
- 53% Mid-Market
- 39% Enterprise
9,670 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Alation is the data intelligence company. Founded in 2012 and headquartered in Redwood City, California—with global offices in London and Sydney—Alation serves more than 650 enterprise customers acros
- Information Technology and Services
- Financial Services
- 57% Enterprise
- 27% Mid-Market
3,593 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Founded in France and rapidly expanding across Europe and the United States, DataGalaxy is trusted by over 200 global enterprises, including Dior, Airbus, and SwissLife. The company is committed to dr
- Insurance
- Banking
- 55% Enterprise
- 42% Mid-Market
866 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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 c
- Information Technology and Services
- Real Estate
- 51% Mid-Market
- 38% Enterprise
392 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data
- Computer Software
- Financial Services
- 65% Mid-Market
- 18% Small-Business
943 Twitter followers
- Overview
- User Satisfaction
- Seller Details
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
- 53% Enterprise
- 26% Mid-Market
99,951 Twitter followers
- Overview
- User Satisfaction
- Seller Details
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
48,930 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- Information Technology and Services
- Financial Services
- 59% Mid-Market
- 27% Enterprise
- Overview
- User Satisfaction
- Seller Details
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
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
IBM watsonx.data intelligence revolutionizes the way organizations curate, manage, and utilize data by leveraging the power of AI to simplify data delivery across hybrid ecosystems. IBM watsonx.da
- 38% Small-Business
- 34% Enterprise
708,739 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
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
- 42% Mid-Market
- 33% Enterprise
2,448 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
DataHub Cloud is an event-driven AI & Data Context Platform that uses active metadata for real-time visibility across your entire data ecosystem. Unlike traditional data catalogs that provide outd
- 63% Mid-Market
- 25% Enterprise
643 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Decube is a Context Layer platform specifically designed for the AI era, providing organizations with the ability to give their data meaning, memory, and trust. This innovative system integrates vario
- Information Technology and Services
- 36% Mid-Market
- 32% Enterprise
113 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Nexla's AI Integration platform helps enterprises accelerate data onboarding across any connector, format, or schema, breaking silos and enabling production-grade AI with Data Products and agentic ret
- Computer Software
- Insurance
- 41% Mid-Market
- 34% Small-Business
937 Twitter followers
