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Metadata Management and Data Cataloging Solutions Directory

Below is a directory of Metadata Management and Data Cataloging vendors, platforms and software solutions including a company overview, links to social media and contact information for the Top Metadata providers. If you would like a printed version of this page including complete solutions profiles and a list of the top questions to ask in an RFP – Request for Proposal, click here for a Free PDF.

Solutions Overview

Alation Data Catalog lets you find, understand and govern data. The product indexes a wide variety of data sources like relational databases, cloud data lakes and file systems, all using machine learning. It also delivers...

Alation Data Catalog lets you find, understand and govern data. The product indexes a wide variety of data sources like relational databases, cloud data lakes and file systems, all using machine learning. It also delivers enterprise-wide data access with integrated communication and knowledge capture. Alation surfaces recommendations, flags and policies as users query the system using the intelligent SQL editor with natural language. The solution is built into the Alation Platform.

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Alation offers some of the best and most advanced machine learning capabilities of any provider in the data management space. Other main strengths include tools for active metadata and cross-user collaboration. Data governance is offered through a business-led approach. Recent 2021 product enhancements are headlined by a new table view and metadata search. Pre-built connectors enable the data catalog tool to access data from a range of data sources with minimal configuration.

Solutions Overview

Alex Solutions is a technology agnostic unified enterprise data catalog. It features a business glossary that enables users to define and maintain key business terms and link them to physical data assets, processes, and o...

Alex Solutions is a technology agnostic unified enterprise data catalog. It features a business glossary that enables users to define and maintain key business terms and link them to physical data assets, processes, and outputs. Policy-driven data quality combines data lineage with data profiling and machine learning-based intelligent tagging. Alex also offers intelligent tagging that helps users add business context to physical data assets. Deployment and integration are simple, and the product’s user interface is friendly to business users.

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Alex Solutions can support a variety of use cases, especially governance for data analytics and compliance. Usability is a major plus of the product, and the company continues to make investments in improving it. Given a flexible underlying technology base, Alex is very scalable, while market-leading automation capabilities are also welcome value-adds. The platform is a good choice for organizations looking to consumerize their metadata.

Solutions Overview

Collibra’s Data Dictionary documents an organization’s technical metadata and how it is used. It describes the structure of a piece of data, its relationship to other data, and its origin, format, and use. The solution se...

Collibra’s Data Dictionary documents an organization’s technical metadata and how it is used. It describes the structure of a piece of data, its relationship to other data, and its origin, format, and use. The solution serves as a searchable repository for users who need to understand how and where data is stored and how it can be used. Users can also document roles and responsibilities and utilize workflows to define and map data. Collibra is unique because the product was built with business end-users in mind.

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Collibra owns one of the most prominent and resourceful user communities of any provider listed, as well as a strong professional services unit. Collibra’s products can be deployed in a number of different ways as well (cloud, on-prem and across multiple geographies). In February 2021, Collibra acquired predictive data quality software vendor OwlDQ, which will result in the company creating a new offering called Collibra Data Quality in the near future. Collibra was recently named to the prominent CRN 2021 Big Data 100.

Solutions Overview

data.world offers a cloud-native enterprise data catalog that provides complete context so users can understand their data, regardless of where it resides. This includes metadata, dashboards, analysis, code, docs, project...

data.world offers a cloud-native enterprise data catalog that provides complete context so users can understand their data, regardless of where it resides. This includes metadata, dashboards, analysis, code, docs, project management, and social media collaboration capabilities. The product automatically builds a connected web of data and insights so users can explore relationships as well and provides recommendations on related assets to improve analysis. data.world is unique due to its continuous release cycle.

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data.world is a rising vendor in the broad data management space, offering forward-thinking features that meet current organizational needs. The platform is simple to use and enables collaboration. Integrated knowledge graph and data virtualization technologies only add to the experience. data.world is unique because it lets you publish assets with connected data, documentation and analysis.

Solutions Overview

erwin offers a unified software platform for combining data governance, enterprise architecture, business process, and data modeling. The product is delivered as a managed service that allows users to discover and harvest...

erwin offers a unified software platform for combining data governance, enterprise architecture, business process, and data modeling. The product is delivered as a managed service that allows users to discover and harvest data, as well as structure and deploy data sources by connecting physical metadata to specific business terms and definitions. erwin imports metadata from data integration tools, as well as cloud-based platforms, and can evaluate complex lineages across systems and use cases.

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erwin offers a centralized data governance framework in line with data policies and procedures. The product touts a metadata-driven approach for scanning, cataloging and syncing metadata with data management and governance artifacts in real-time as well. erwin’s data governance features are some of the strongest in the market. The firm’s Data Intelligence Suite was updated in Q4 2020 with new user interface, AI and data discovery tools.

Solutions Overview

IBM Watson Catalog provides AI-assisted self-service discovery of data, machine learning models and more. The product lets users access, curate, categorize and share data, knowledge assets and their relationships, regardl...

IBM Watson Catalog provides AI-assisted self-service discovery of data, machine learning models and more. The product lets users access, curate, categorize and share data, knowledge assets and their relationships, regardless of where the data resides. Key capabilities include real-time data virtualization support, automated metadata generation, dynamic data masking, and automated scanning and risk assessments of unstructured data via Watson Knowledge Catalog InstaScan.

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IBM Watson Catalog creates a common business glossary governance foundation that can be customized to meet requirements. The solution also includes active policy management, role-based access control and dynamic masking. In addition to Watson Catalog, metadata management functionality is available through the company’s InfoSphere Information Server. The product lets you import metadata into the repository from multiple sources, export metadata by various methods, and transfer metadata between design, test, and production repositories.

Solutions Overview

Informatica Metadata Management allows enterprises to tap into four major categories of data, including technical, database schemas, mappings and code, business (glossary terms, governance processes), operational and infr...

Informatica Metadata Management allows enterprises to tap into four major categories of data, including technical, database schemas, mappings and code, business (glossary terms, governance processes), operational and infrastructure (run-time stats and time stamps), and usage (user ratings and comments). Informatica creates a knowledge graph of an organization’s data assets and their relationships by applying AI and machine learning. Active metadata serves as the foundation for Informatica’s Intelligent Data Platform.

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Informatica is a leading vendor in the broad data management software category, offering an interconnected portfolio of tools for virtually every use case. Its metadata management and data cataloging solution is modular and includes glossaries and rules management, which are enabled by the vendor’s CLAIRE intelligence engine. Informatica’s metadata management is supported by an Enterprise Data Catalog that classifies and organizes data across any environment.

Solutions Overview

MANTA offers a unified data lineage platform that maps all information flows to provide a complete overview of your data pipeline. The product reveals the data’s origins and its journey through all data processing systems...

MANTA offers a unified data lineage platform that maps all information flows to provide a complete overview of your data pipeline. The product reveals the data’s origins and its journey through all data processing systems to you. MANTA automatically updates lineage whenever necessary and shows data flows in a way that is user-friendly, clear, and understandable. The solution was designed to be integrated into any data management ecosystem as well.

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MANTA’s extensive lineage capabilities and advanced filtering options make the platform a unique choice. The product enables users to fully understand how their data enters and flows across systems. MANTA’s customers use the results delivered by the platform to boost data governance, enable DataOps, and wase cloud migration initiatives. MANTA is targeted at mid-size and enterprise-level organizations in financial and insurance services, healthcare, retail, telecon, entertainment, and education.

Solutions Overview

Octopai is a centralized, cross-platform metadata management automation solution that enables data and analytics teams to discover and govern shared metadata. The product does metadata scanning by automatically gathering ...

Octopai is a centralized, cross-platform metadata management automation solution that enables data and analytics teams to discover and govern shared metadata. The product does metadata scanning by automatically gathering it from ETL, databases and reporting tools. Metadata is stored and managed in a central repository, and a smart engine using hundreds of crawlers searches all metadata and presents results quickly. Octopai is best used for use cases in business intelligence, governance, and data cataloging.

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Octopai’s automated, self-creating and self-updating data catalog is an excellent collaboration tool for bringing business users and IT together. It also helps to increase the effectiveness of self-service business intelligence platforms. These capabilities are available through Octopai’s Data Lineage XD platform which touts cross-system lineage, end-to-end column lineage, and inner-system lineage.

Solutions Overview

Oracle Enterprise Metadata Management is a metadata management platform that can harvest and catalog metadata from any provider. The product allows for interactive searching and browsing of the metadata as well as providi...

Oracle Enterprise Metadata Management is a metadata management platform that can harvest and catalog metadata from any provider. The product allows for interactive searching and browsing of the metadata as well as providing data lineage, impact analysis, semantic definition and semantic usage analysis for any metadata asset within the catalog. Oracle Cloud Infrastructure Data Catalog is a metadata management service that helps organizations find and govern data using an organized inventory of data assets.

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Oracle Enterprise Metadata Management touts advanced algorithms that stitch together metadata assets from each of the providers while Oracle Data Catalog features a modern, intuitive user interface that includes a simple dashboard, search-and-browse capabilities, recommended actions, and shortcuts. Oracle Cloud Infrastructure Data Catalog is included with an Oracle Cloud Infrastructure subscription.

Solutions Overview

OvalEdge offers an on-prem data catalog and governance toolset that crawls databases, data lakes and back-end systems to create a smart catalog of the information. The product provides a discovery platform that both novic...

OvalEdge offers an on-prem data catalog and governance toolset that crawls databases, data lakes and back-end systems to create a smart catalog of the information. The product provides a discovery platform that both novice and experienced analysts can use to discover data quickly. OvalEdge includes built-in governance tools that help define a standard business glossary, data assets, PIIs and limits access by various roles. It also organizes data automatically via machine learning and advanced algorithms.

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OvalEdge draws data lineage, indexes, organizes, summarizes and marks data relationships. Its platform solves for a variety of use cases in data literacy, data privacy compliance, governance and insight delivery. OvalEdge is designed for use by CDOs, business analysts, data engineers, and data scientists. Essential package pricing starts at $100 per month per user paid annually. Solutions Review named recently named OvalEdge one of the 16 Best Data Governance Tools and Software for 2021.

Solutions Overview

Precisely’s metadata management and data cataloging capabilities are available through its Data360 product family. We formerly included Infogix in this space before Precisely’s acquisition in 2021. Infogix Data360 is now ...

Precisely’s metadata management and data cataloging capabilities are available through its Data360 product family. We formerly included Infogix in this space before Precisely’s acquisition in 2021. Infogix Data360 is now a part of Precisely Data360, which also includes Data360 Analyze, Data360 Govern, Data360 DQ+, and Advanced Controls (Precisely’s strategic services unit).

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Precsiely is a major player in the broad data management market, offering a wide variety of different tools (several from acquisition) for varying use cases, industries, and user personas. Though Precisely offers capabilities important to users in this space, it proibably won’t be a serious consideration unless you are seeking a complete “platform.” Still, Precisely is a popular choice for data management in the financial services, government, insurance, retail, and telecom.

Solutions Overview

Rocket Software (formerly ASG Technologies) offers a data intelligence platform that can discover data from more than 220 traditional and big data sources. The tool features automated data tagging by pattern matching, int...

Rocket Software (formerly ASG Technologies) offers a data intelligence platform that can discover data from more than 220 traditional and big data sources. The tool features automated data tagging by pattern matching, integration of reference data, and enriched metrics. Automated business linage allows users to better understand their data, and governance capabilities include those for tracing data in the data lake and traditional sources. Rocket’s EDI product offers an impressive capabilities portfolio, with reference customers touting the vendor’s support for a variety of business use cases.

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Rocket Software offers a robust metadata management solution with excellent support for various data types, sources and technologies. The product can solve for an array of use cases and scales well in complex scenarios. Additional noteworthy capabilities include a federated business glossary, impact analysis, governance workflows, and reference data management. Rocket also touts audit-ready transparency on what data is collected, where it is stored, and who has access to it.

SAP
Solutions Overview

SAP offers its metadata management capabilities via SAP PowerDesigner, SAP Information Steward, and SAP Data Intelligence. SAP utilizes metadata integration for multiple DBMS platforms, across the SAP ecosystem, with avai...

SAP offers its metadata management capabilities via SAP PowerDesigner, SAP Information Steward, and SAP Data Intelligence. SAP utilizes metadata integration for multiple DBMS platforms, across the SAP ecosystem, with available integrators for BI platforms, data modeling solutions, and other data integration software. Users can ingest metadata from other tools to create reporting and monitoring systems for data migration and data valuation as well. Metadata discovery data modeling and scenario analysis is available via SAP Data Intelligence.

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SAP touts an enterprise-class solution for metadata management and data cataloging that can be used to integrate data from multiple database management platforms across the vendor’s ecosystem. Customers can also decide to extend SAP Data Intelligence with other products like SAP Data Mapping and Protection by BigID, SAP Data Services, SAP Data Quality Management (microservices for location data), and SAP Information Steward.

Solutions Overview

Smartlogic Semaphore is an enterprise-grade semantic platform that allows organizations to enrich data, extract facts, and harmonize information sources. The product features a model-driven, rule-based approach that enhan...

Smartlogic Semaphore is an enterprise-grade semantic platform that allows organizations to enrich data, extract facts, and harmonize information sources. The product features a model-driven, rule-based approach that enhances the capabilities of existing technologies. Smartlogic allows users to drive self-service delivery as well as move enterprise search from keyword to semantic to find data related to a query. Smartlogic is known for its excellent modeling, metadata transformation and creation capabilities.

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Smartlogic offers a semantic approach to data governance and metadata management whether data is structured or unstructured, or whether it is internal or external to the enterprise. This approach lets users harmonize, extract, and create metadata to decipher, filter, and connect enterprise data.

Solutions Overview

Zaloni Arena operationalizes data along the entire pipeline, from data source to consumer. The product automates repeatable data management tasks and processes and provides central management of all enterprise data source...

Zaloni Arena operationalizes data along the entire pipeline, from data source to consumer. The product automates repeatable data management tasks and processes and provides central management of all enterprise data sources whether on-prem, cloud, multi-cloud, or hybrid. Zaloni is compatible with all major Hadoop distributions, most data processing engines, and applicable deployment models.

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Zaloni connects to any data type, whether on-prem or in the cloud. The solution offers a single, unified view of all enterprise data and data-related assets with active and augmented metadata. Zaloni also leverages AI and machine learning to find, profile and preview relevant data. The Zaloni Data Catalog is available through its flagship platform, Zaloni Arena DataOps. The platform’s newest update brings improved data pipeline efficiency.