Metadata management tools help organizations make sense of the enormous troves of data they collect. This can lead to better decision-making and higher productivity, as well as lower costs.
Choosing the Right Tools
A metadata management solution should meet your specific needs and support your workflow. These solutions often include a variety of critical features that are essential to a metadata program, including:
System Compatibility
A good metadata management solution will be compatible with the majority of enterprise systems and applications. This will enable it to integrate into your existing data environment.
Data Classification and Lineage
A high-quality metadata management tool will be able to automate column-level lineage for depicting the flow of data from its origins, to transformations, and then its use in your business processes. It should also be able to detect and map relationships between your data assets.
Regulatory Compliance
A metadata management system should be able to help your organization adhere to growing government regulations. This includes the General Data Protection Regulation (GDPR) and California Privacy Rights Act (CPRA).
Better Observability of Your Tech Stack
A good metadata management platform will provide effortless observability of your data pipelines and critical business systems. This will include automated scanning for schema changes and anomalies, as well as profiling data to identify data quality issues and other potential problems.
Semantic Search and Business Glossary Capabilities
A high-quality metadata management tool will include powerful semantic search capabilities, business glossaries, and rule management to help you govern your data effectively. Moreover, many of these tools will be equipped with advanced automation to streamline the labeling and annotating of metadata.
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