Top 10 Data Governance Vendors Across The World

Data has become the currency of companies these days, but mismanagement of data can quickly spiral out of control. A recent MIT study found that big data is turning into bad data for some businesses, and can cause companies to lose up to 25% of their revenue because they have to fix bad data, which consumes operating expenses.

Dealing with large amounts of messy data can be a challenge for an enterprise, and it will become increasingly difficult as more data is created and collected. This is why data management or data governance is very important.

Research firm Gartner defines master data management as “data governance,” which is “a technology-enabled discipline in which business and IT work together to ensure consistency, accuracy, manageability, semantic consistency, and accountability for master data assets shared by the enterprise.

Master data are consistent and unified identifiers and extended attributes that describe the core entities of a business, including customers, prospects, citizens, suppliers, sites, hierarchies, and charts of accounts.

Data governance is primarily an on-premise solution, and most of the leaders in this space are traditional software companies, most of which have transitioned to the cloud to some degree. And Gartner believes that in the next few years, data governance will also turn to cloud computing.

In this field, many companies are competing fiercely, so I narrowed down this field and listed 10 major market players around the world. As mentioned above, most companies are legacy players, while others are newcomers to the market.

Data Governance Vendors

Data Governance Vendors

Top 10 Data Governance Vendors – 1. Amazon Web Services (AWS)

AWS is building data governance solutions starting with its Simple Storage Service (S3), which includes Elastic MapReduce Athena, a metered query engine for data stored in S3. To configure an enterprise’s cloud environment, AWS CloudFormation allows an enterprise to model and configure all the resources needed for its application using a simple text file. Amazon CloudWatch monitors and collects metrics for all resources. AWS Systems Manager allows enterprises to monitor all resources and automate common operational tasks. Also, there is AWS OpsWorks for configuration management, especially if the enterprise uses Chef or Puppet.

Top 10 Data Governance Vendors – 2. IBM

As a traditional manufacturer of mainframes, IBM has extensive experience in data governance. It offers stand-alone DBMSs including various editions of DB2, IBM PureData System for Analytics, DB2 Analytics Accelerator, Hadoop, as well as IBM BigInsights, DataFirst Method and IBM Watson Data Platform. Its primary data governance system is IBM Information Server, which provides unified management of data. It helps users find and search assets, explore relationships between assets, search unstructured data sources as well as structured databases, and allow automatic discovery of new data.

Top 10 Data Governance Vendors – 3. Microsoft

Microsoft’s data management begins with its flagship product suite, Office 365, which allows customers to manage the entire content lifecycle, from creating or importing data to storing it, and creating policies to retain and permanently delete content. It runs on a range of Microsoft products for cloud computing, whether on-premises or Microsoft Azure. It provides a data warehouse appliance called Azure SQL Data Warehouse, a Hortonworks-based Hadoop distribution (called Azure HDInsight), an Azure Data Lake data collector. Azure SQL Data Warehouse is also a growing interest in cloud computing data storage.

Top 10 Data Governance Vendors – 4. Oracle

Oracle started with flagship products Oracle Database 12c, Oracle Big Data Management System, Oracle Big Data SQL and Big Data Connector. For specific data management, it has Oracle Enterprise Metadata Manager (OEMM) and Oracle Enterprise Data Quality (EDQ). It also provides complete hardware for its software stack through Oracle Database Cloud Server and Oracle Big Data Appliance, and has cloud services such as Oracle Database as a Service, Exadata Cloud Service, and Big Data Cloud Service.

Top 10 Data Governance Vendors – 5. SAP

SAP, a competitor of Oracle, offers IQ DBMS and Hana for in-memory database management systems and analytics. Hana has been updated to include backup, disaster recovery, analytics, integration with Apache Spark and multi-tenancy, and more. SAP Hana is a component of the SAP platform. Then there is SAP Master Data Governance, which consolidates and manages data from one location to ensure data quality and consistency.

Top 10 Data Governance Vendors – 6. Teradata

Teradata is known for its analytics platforms, including DBMSs, data warehouse appliances, cloud computing data warehouses. It connects through Hadoop Aster Analytics and streams data through Teradata Listener, all designed to present information through a unified interface. Its master data management is a complete data governance lifecycle framework.

Top 10 Data Governance Vendors – 7. Cloudera

Cloudera is one of the top three Hadoop distribution companies and has been very successful in this regard. It offers Cloudera Enterprise, a Hadoop distribution that includes Hadoop for batch analytics and Spark for real-time analytics, as well as Cloudera Navigator for governance, Cloudera for cluster management on-premises and in the cloud Manager and Cloudera Director, and supports cloud platforms such as AWS, Microsoft Azure and Google Cloud.

Top 10 Data Governance Vendors – 8. Dell Boomi

Boomi, a business unit acquired by Dell in 2010, specializes in master data management both on-premises and in the cloud. The Boomi Corporation offers little to no coding development through its Boomi Process Library, which provides examples of building governance applications. It also supports PaaS vendors and connectors for Microsoft Azure, AWS and Google, provides EDI connectors for connecting with partners, and supports Docker containers for DevOps development methods.

Top 10 Data Governance Vendors – 9. SAS

SAS’ entire business is based on analytics. It provides a master data management solution called SAS Data Governance that helps businesses prepare and manage traditional and big data sources. It allows businesses to maintain and manage data attributes through a common data model, flag changes in metadata, create snapshots, store and manage lists and hierarchies, and create reports on data health and required remediation.

Top 10 Data Governance Vendors – 10. TIBCO

TIBCO MDM specializes in providing a unified view of enterprise data stored in disparate silos, enabling enterprises to clearly see their business data and take quick action. TIBCO MDM provides visualization of data workflows within an enterprise, allowing businesses to observe processes and make improvements as needed. It is available on-premises and in the cloud through TIBCO Clarity Cloud Edition.


Thank you for reading our article and we hope it can help you to find the best data governance vendors. If you want to know more about data governance, we would like to advise you to visit Gudu SQLFlow for more information.

As one of the best data lineage tools available on the market today, Gudu SQLFlow can not only analyze SQL script files, obtain data lineage, and perform visual display, but also allow users to provide data lineage in CSV format and perform visual display. (Published by Ryan on Jul 11, 2022)

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