Here are 10 data governance tools that are popular in the industry:
- Collibra
- Informatica Axon
- IBM InfoSphere Information Governance Catalog
- Alation Data Governance App
- Talend Data Catalog
- Apache Atlas
- Collibra Catalog
- Informatica Data Governance
- Talend Data Catalog
- Ataccama ONE
1. Collibra
It’s often said that data scientists spend most of their time finding, cleaning, and organizing data. Collibra aims to change that and help organizations deliver trusted data to them and other end users with Collibra Data Governance, which is part of its Data Intelligence Cloud platform. According to Collibra, the data governance tool can be used to operationalize governance workflows and processes, create a shared language about data assets and make it easier to find and understand relevant data.
The tool includes a business glossary for defining and governing business terms, plus a data dictionary for documenting metadata. It also offers reference data management capabilities, a “data helpdesk” function for reporting and resolving data issues, and a Collibra Assessments module for analyzing potential privacy risks from the use of personal data in business processes.
In addition, Collibra Data Governance provides the following features:
- data stewardship management functions, including the ability to assign roles and responsibilities to data stewards;
- a Policy Manager application that supports centralized management of data policies and standards, plus monitoring of adoption and compliance; and
- integration with Collibra’s data catalog, data lineage, and data quality tools as part of the Data Intelligence Cloud platform.
2. Informatica Axon
Informatica Axon Data Governance is an integrated and automated data governance solution that enables quick access to curated data. The product ensures teams can find, access, and understand the data they need via a curated marketplace. Axon also enables data dictionary development for a consistent source of business context across multiple tools. Users can visualize data lineage, automatically measure data quality, and ensure data privacy with this solution as well.
3. IBM InfoSphere Information Governance Catalog
IBM has data management products for virtually every enterprise use case. Its products can be deployed in any environment, and partnerships with some of the other top names in the marketplace make it an even more intriguing option for organizations with large workloads and expansive data jobs. IBM also offers its Informix database that can integrate SQL, NoSQL/JSON, time series, and spatial data.
4. Alation Data Governance App
Alation was founded in 2012 and initially offered a data catalog platform to help organizations inventory and provide access to their data. Alation Data Catalog remains its flagship product, but the company released a companion data governance tool in September 2021. The Alation Data Governance App software is designed to simplify the process of providing secure access to reliable data in IT systems, including ones in both hybrid cloud and multi-cloud computing environments.
In addition, the data governance tool includes the following features:
- support for creating and configuring data governance workflows without any coding required;
- a dashboard that the leaders of a data governance program can use to track its progress; and
- an associated data governance service offering through Alation’s professional services unit.
5. Talend Data Catalog
Talend Data Catalog automatically crawls, profiles, organizes, links, and enriches metadata. Up to 80 percent of information associated with the data is documented automatically and kept up-to-date through smart relationships and machine learning. Data Catalog key features include faceted search, data sampling, and semantic discovery. categorization, and auto-profiling. The tool also includes social curation and data relationship discovery and certification, as well as a suite of design and productivity tools.
6. Apache Atlas
Apache Atlas is amongst the best data governance tools. It is an open-source tool that is built upon a foundational set of metadata control and information governance talents for businesses with information-extensive platforms. It’s ordinarily designed to be used in Hadoop clusters. However, it is able to additionally trade metadata with gear and procedures out of doors in the Hadoop atmosphere to permit integration with different structures for analytics applications.
7. Collibra Catalog
Description: 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.
8. Informatica Data Governance
Informatica provides a data governance solution via Axon Data Governance, which integrates all elements of the enterprise in a single, streamlined platform. It uses AI-driven automation to aid stewards with data discovery, quality evaluation, and communication.
The software allows users to manage their company’s metadata and identify who is responsible for any specific asset. The software also allows users to monitor change and data quality and become more aware of what is happening in their environment.
Key differentiators
- This technology allows users to monitor data quality, show data lineage and ensure data privacy.
- It defines connections organically and quickly, detects gaps, and connects policies to the assets they influence.
- Data lineage visualization creates end-to-end business processes that illustrate coverage and duplication while exposing impacts.
9. Talend Data Catalog
Talend Data Catalog automatically crawls, profiles, organizes, links, and enriches metadata. Up to 80 percent of information associated with the data is documented automatically and kept up-to-date through smart relationships and machine learning. Data Catalog key features include faceted search, data sampling, and semantic discovery. categorization, and auto-profiling. The tool also includes social curation and data relationship discovery and certification, as well as a suite of design and productivity tools.
10. Ataccama One
As its name indicates, Ataccama One aims to be a one-stop shop for all of an organization’s data management and governance needs by unifying data quality, MDM, and other functions in a single platform. The AI-driven software runs in on-premises, cloud, and hybrid environments and is designed for use by data professionals, including data governance teams, data stewards, data scientists, other data analysts, and data engineers.
Ataccama One enables organizations to combine their data quality and MDM efforts with a data catalog, data integration capabilities, reference data management features, and a data storytelling module. The tool was built for enterprise-wide deployments and use in highly regulated industries, with features that include a full audit history and role-based security.
It also includes the following features:
- support for governing data in various big data platforms and data lake environments;
- “self-driving data management and governance” through automation and embedded intelligence; and
- a platform-as-a-service deployment option, with vendor Ataccama managing infrastructure, management, and security.
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