Data Governance tools for Snowflake

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.

Dataedo

https://dataedo.com/solutions/data-governance

Dataedo is a comprehensive data governance platform designed for mid-sized organizations seeking to catalog, document, and manage their data assets efficiently. It provides a centralized, intuitive solution that enhances data visibility, improves collaboration, and ensures compliance with industry regulations.

Dataedo seamlessly integrates with all your data sources, giving you a clear picture of your data ecosystem in one place. It supports databases, ETLs, BI tools, applications, and data lakes through 50+ native connectors. It works with modern cloud solutions, on-premises systems, and legacy platforms.

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Axon Data Governance

https://www.informatica.com/products/data-quality/axon-data-governance.html

Axon Data Governance is the collaboration hub and data marketplace for successful, scalable data governance programs. It helps to organically and easily define connections, identify gaps, and link policies to items they affect. Teams can quickly find, access, and understand the data they need with a curated data marketplace.

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Alation Data Catalog

https://www.alation.com/solutions/data-governance/

Alation’s Active data governance is a people-first approach that focuses on business needs, delivering trusted data, and driving adoption by embedding governance in the users’ day-to-day activities — effectively facilitating compliance and managing risks. By inventorying, classifying, and curating data and knowledge, Alation provides unparalleled visibility into enterprise data assets. It combines machine learning and crowdsourcing to automate and accelerate data stewardship, data classification, business glossary, and data quality documentation.

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IBM InfoSphere Information Governance Catalog

https://www.ibm.com/us-en/marketplace/information-governance-catalog

IBM InfoSphere Information Governance Catalog provides the entry point for an organization to understand and govern its information. It is a web-based tool that allows you to discover, manage and analyze assets in your enterprise. Together with other components of IBM InfoSphere Information Server, it delivers unified governance by enabling you to explore, cleanse, analyze, and govern your data.

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Data3Sixty Govern

https://www.infogix.com/data3sixty/data-gov-govern/

Data3Sixty Govern is an enterprise data governance, catalog, and metadata management solution. It provides unparalleled value and insights, such as data scoring, dashboards & reporting, business data insights, and integrated data quality.

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Cloudera Navigator

https://www.cloudera.com/products/product-components/cloudera-navigator.html

Cloudera Navigator is the only integrated data management and governance solution for big data and Apache Hadoop, offering critical capabilities such as data discovery, continuous optimization, audit, lineage, metadata management, and policy enforcement. As part of Cloudera Enterprise, Cloudera Navigator is critical to enabling high-performance agile analytics, supporting continuous data architecture optimization, and meeting regulatory compliance requirements.

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OneTrust

https://www.onetrust.com/solutions/data-governance/

OneTrust DataGovernance is built on a unified platform that helps organizations transform existing compliance initiatives into data intelligence. Create business value with a central solution to establish a trusted data foundation and empower insights-led decision-making in your business. OneTrust facilitates data governance with the amalgam of its different products, so organizations can pick the products and ensure a comprehensive data governance.

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OvalEdge

https://www.ovaledge.com/solutions/data-governance

OvalEdge is a data governance tool that can be used for building business glossary, data classification, data quality monitoring and control, data valuation, reward and attribution, metadata change management, data access request & control, and managing roles & responsibilities.

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erwin EDGE

https://www.erwin.com/products/

The erwin EDGE is an integrated and automated platform that combines enterprise modeling and data intelligence software to deliver an enterprise data governance experience. The main benefits of the erwin EDGE include governance of any data from anywhere with end-to-end lineage, intelligence & automation, dynamic impact analysis, an integrated ecosystem with visibility and data linkage across domains, accurate & real-time data pipeline for holistic decision-making, etc.

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Privacera

https://privacera.com/

Privacera enables consistent data governance, security, and compliance across all your data services - on-premises and in the cloud - so you can maximize the value of your data. It automatically detects and catalogs sensitive data across multiple cloud databases and analytics platforms. It lets you create role, attribute, and tag-based policies to control data access at the file, row, and column levels, and grant or deny access requests with one click.

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Atlan

https://atlan.com/p/data-governance/

Atlan is a data governance tool that enhances collaboration and data trust within organizations. It provides features such as column-level lineage, customizable access policies, and an integrated business glossary, empowering teams to effectively manage and utilize their data assets while ensuring compliance and security.

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Data governance software is a broad category of solutions which main purpose is to:

• Develop and maintain common data language,
• Ensure compliance with law regulations,
• Track data lineage,
• Assign roles and responsibilities,
• Improve data quality.

As data governance is more of a framework which should be adjusted to each organization separately, there is no one tool that suits all companies. Some may require business glossary or data catalog, while others will benefit more from advanced data lineage. Although there are vendors that provide all-in-one data governance tools platform, in some cases it may be better to select more specialized software that will cover only part of the mentioned requirements. Some examples of such tools are:

• Data dictionaries,
• Data modelers,
• Business glossaries,
• Data policies managers,
• Sensitive data discovery tools,
• Law compliance software,
• Data quality tools.

Implementing data governance framework is not an easy process yet benefits coming from it make it good investment. Common data understanding is one of the greatest outcomes which improves clear communication between departments and leads to precise analytics. It is not uncommon for IT data teams to not understand what they are working on, what KPIs are or what some terms mean. With data governance software, business users can easily share their knowledge with engineering teams.

Better data quality and assigned responsibilities for each piece of information is another game-changer for many organizations – any data discrepancy can be quickly identified and reported to the right person. From the formal point of view, data governance tools will help complying with law regulations such as European GDPR or Indian PDPB.

In the end, an outstanding example of poor data governance. In 1998/99 NASA launched Mars Climate Orbiter worth $125 million. Sadly, when approaching Mars orbit, team on the Earth lost contact with the satellite. The reason was dull - one team used metric system, while another used imperial system of inches, feet and pounds what led to wrong calculations of satellite trajectory. Although most of organizations will not send a robot to Mars it is still very important to ensure that common practices and terminology are followed within an organization in what listed data governance software can help.