List of data catalogs tools
Data catalog is a structured collection of data used by an organization. It is a kind of data library where data is indexed, well-organized, and securely stored. Most data catalog tools contain information about the source, data usage, relationships between entities as well as data lineage. This provides a description of the origin of the data and tracks changes in the data to its final form.
List of tools that help build, maintain an share business glossaries.
Business Glossary is a collection of definitions and terms used within a business unitorganization. It is not used to define data, but rather to define what a particular term means from a business perspective. The definitions are mapped and logically linked to entities in the database. This enables structured communication between teams and allows them to reveal potential errors resulting from incorrect nomenclature.
List of data governance tools
Data governance is a strategy of handling data within an organization. It is a set of rules, policies, standards, practices etc. which main purpose is to ensure data has a high quality and integrity, is safely stored and there are no ambiguities in meaning of common terms. Applying this strategy is a long process, engaging whole organization, especially IT and data consuming departments. There are certain data governance tools which helps applying these theoretical plans in real life.
Data intelligence tools refer to the artificial intelligence and machine learning tools used by companies in order to analyze and transform data into information that is valuable and relevant for improving the company's operations.
Data lineage tools are software that allows to extract, view and analyze data lineage. Data lineage is the process of understanding and visualizing data flow from the source to different destinations. It allows to create a map of the data journey through the entire ecosystem.
Data observability tools help the company track and understand the state of its data at any given time and provide it with full insight into their data pipelines. They also allow them to identify, monitor and troubleshoot errors in order to minimize data issues and improve high data quality.
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.