SQL Server
Oracle
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Amazon Redshift
Azure SQL Database
DBT
Google Big Query
IBM DB2
MariaDB
SAP HANA
Snowflake
SQLite
Teradata
Vertica
Metadata Management tools for Delta Lake
List of metadata management tools
Metadata management tool is a solution that supplements the data stored by the enterprise environment with useful information. Proper metadata management is a crucial factor to make information searchable, easy to locate and understand. Such tools add meaningful context to raw data, making it convenient to discover even by non-IT members of an organization.
Dataedo
Dataedo allows companies to catalog their data in a central metadata repository in a matter of minutes, annotate each data asset, extract and document table relationships, build Business Glossary and map it to Data Dictionary, classify sensitive data, visualize data models with ER Diagrams and share documentation with data community in interactive web portal or HTML exports.
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Informatica Metadata Management
Informatica’s metadata management approach is designed to help enterprises fully harness the value of all their data with active metadata. It scans the metadata from all of the enterprise’s data systems including databases and filesystems, integration tools and processes, and analytics and data science tools. It discovers, classifies, and documents key data elements and provides detailed metadata and lineage to bridge technical and business context for data governance.
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Io-Tahoe
Io-Tahoe is an enterprise smart data discovery and AI-driven data catalog product that enables enterprises to accelerate to next-generation data management practices, radically improving data governance and regulatory compliance. It automatically discover data relationships across the enterprise and identifies changes and trends within a data source over a period of time, leveraging Io-Tahoe’s smart data discovery capability to assess changes to metadata.
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IBM Watson Knowledge Catalog
IBM Watson® Knowledge Catalog is an open and intelligent data catalog for managing enterprise data and AI model governance, quality and collaboration. It provides unique capabilities that include automated data discovery and metadata generation, ML-extracted business glossary from most common regulatory terms, and many more.
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Atlan
Atlan ML driven metadata management approach automatically scans, discovers and tags data assets across your data ecosystem and constructs relationships via SQL parsing, and a bot based ecosystem. This knowledge graph engine, then manifests in an easy to use data discovery tool, data catalog and business glossary that allows data consumers to find, understand and trust data in one collaborative workspace.
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Alation Data Catalog
Alation increases the value of your metadata with machine learning, automation, and human knowledge. Hundreds of organizations use Alation to power metadata solutions, such as analytics, data governance, privacy, risk & compliance, and cloud migration.
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Metadata management tools are usually multifunctional programs that provide a wide spectrum of usability. They include functionalities such as:
• Data catalog,
• compatibility with multiple connectors, making the tool a single source of truth about the data from different repositories,
• Business glossary,
• Data lineage,
• Data profiling,
• Impact analysis,
• Metadata ingestion and translation.
From the organization's point of view, the ability to export the created documentation into user-friendly formats is also important. What is more, some of the tools offer a community module, which facilitates the information flow.
Metadata management solutions oversee data across its entire lifecycle. This typically covers four primary areas: data analysis, data value, data governance, risk and compliance.
Proper metadata management implementation allows for standardized metadata definitions, management, and maintenance of information across the organization for greater business efficiency.
Today, as data becomes increasingly important to the growth of company performance, choosing the right way to manage it is equally essential.
To help you find the right tool for your organization, we have put together this list of best metadata management solutions.