Best Data Governance Software

Data governance is a term used to describe data lifecycle management processes that ensure availability and integrity. Data governance software is used to enforce data-related policies as well as maintain data quality. These products will help users establish guidelines, processes, and accountability measures to ensure data quality standards are met. Data governance tools will often provide recommendations as well to increase efficiency and streamline processes.

Companies use data governance software to ensure regulatory standards are met, in effect improving security and organization. These processes will also increase employee efficiency by outlining and implementing data quality control guidelines. Some overall master data management software and data quality software will have tools to build data governance processes, but are not dedicated to that individual purpose.

To qualify for inclusion in the Data Governance Software Category, a product must:

  • Facilitate data lifecycle management
  • Provide tools for outlining and implementing governance strategies
  • Allow the enforcement of standards and compliance requirements
  • Provide recommendations to improve governance processes
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    Your company wants accurate, complete, and trusted supplier data to master your digital business processes and business models. The SAP® Master Data Governance application simplifies the integration of supplier data residing in both SAP and third-party sources. It supports cleansing, standardization, duplicate detection, and best-record calculation. It then lets you synchronize clean and standardized data across cloud and on-premise applications.

    Netwrix Auditor is a visibility platform for user behavior analysis and risk mitigation that enables control over changes, configurations and access in hybrid IT environments to protect data regardless of its location. The platform provides security intelligence to identify security holes, detect anomalies in user behavior and investigate threat patterns in time to prevent real damage. Netwrix Auditor includes applications for Active Directory, Azure AD, Exchange, Office 365, Windows file servers, EMC storage devices, NetApp filer appliances, SharePoint, Oracle Database, SQL Server, VMware, Windows Server and network devices. Empowered with a RESTful API and user activity video recording, the platform delivers visibility and control across all of your on-premises and cloud-based IT systems in a unified way.

    IBM® InfoSphere® Information Analyzer, a component of Information Server evaluates data quality and structure within and across heterogeneous systems. It utilizes a reusable rules library and supports multi-level evaluations by rule record and pattern. It also facilitates the management of exceptions to established rules. Analyzer helps identify data inconsistencies, redundancies and anomalies and makes inferences about the best choices for structure. Analyzing data is the primary purpose of Information Analyzer. Learn More:

    ASG Technologies’ Enterprise Data Intelligence Solution delivers a tool-agnostic solution that supports the creation of custom metadata interfaces for your enterprise sources, providing a complete data lineage knowledge base. The range and flexibility offered by ASG includes discovery of mainframe, distributed and other ETL code, analyzing to ensure there are no gaps in your end-to-end lineage.

    Trillium Software provides data quality, data governance, data cleansing, and data profiling solutions.

    Apache Atlas provides scalable governance for Enterprise Hadoop that is driven by metadata.

    Apache Ranger is a framework designed to enable, monitor and manage comprehensive data security across the Hadoop platform.

    Operationalize data governance programs through data policy management.

    Cloudera Navigator is a complete data governance solution for Hadoop, offering critical capabilities such as data discovery, continuous optimization, audit, lineage, metadata management, and policy enforcement. As part of Cloudera Enterprise, Cloudera Navigator enables performance agile analytics, supporting continuous data architecture optimization, and meeting regulatory compliance requirements.

    SAS Data Governance gives your data guidance and context. It enables you to align business and IT, monitor quality and pinpoint problems, all within the same environment.

    TMMData provide a data integration, preparation, and management software that enable data governance and distribution at mid-level to enterprise-scale organizations by seamlessly blending data from any source it helps drive nimble decision making and organizational efficiency, giving businesses the tools they need to operationalize data by automating the otherwise productivity-sapping tasks of finding, transforming and aggregating information from multiple sources

    Triniti Master Data Management is the next generation of multi-domain master data management. It is an emerging category called application data management which goes beyond traditional semantic consistency and make master data actionable in applications that consume master data. It supports, Product, Customer and GL Account.

    Access customizable data summaries and indicators right in the web browser. Configure dashboards, reports, and use built-in processes to jointly tackle critical data issues.

    The Adaptive Metadata Manager product (V8.0) comprises a number of highly configurable software components that provide an organization with the eight core capabilities required to govern and improve virtually any data-driven business capability. These capabilities are: Data Lineage, Impact Analysis, Business Terminology, Business to Technical Traceability, Version Management, Change Approval Workflow, Stewardship, and Automated Harvesting & Stitching

    Used to implement and efficiently operate an enterprise-wide compliance and risk management system. Read more

    Audit & Analytics Services continuously scans corporate information regardless of type, source and volume to discover and alert of patterns, deviations and inconsistencies related to enterprise data and content. It helps to improve operational performance, strengthen internal controls, reduce occupational fraud and elevate compliance by automating business audit and reconciliation rules to deliver policy-driven results.

    Supporting more than 200 file types and 400 types of databases, ClassiDocs is the only platform to classify, govern and discover across all of these data silos. With support for leading cloud service providers like Microsoft, Dropbox, Google, Salesforce and others, ClassiDocs ensures you have accurate, up to date and continuously maintained classified datasets.

    Aneesya Platform enables organizations to identify, manage and protect their critical information, whether it's stored within an organization's perimeter or in the cloud. Aneesya is an open platform and one of its key features is the ability, through the Clearswift Gateways, to transform information to meet policy.

    Collibra Data Governance Center is an enterprise-wide data governance solution that puts people and processes first, automating data governance and management to quickly and securely deliver trusted data to the business users who need it.

    The Data Excellence Management System (DEMS) is a complete integrated cloud-based system (internal or external) that uses contextual intelligence based on artificial intelligence techniques and semantics to enable organizations to automate data governance, business excellence and analytics to accelerate the maximization of the business value of organization strategies and transactions while minimizing operational costs.

    Datiris Profiler is a powerful tool with thoughtful, well-designed features. Features you'll actually use, in part because they're easy to use.

    We are an information management solutions company providing data governance software (Information Value Management) that translates business objectives into functional designs improving quality and speed to automation, and we have an advisory team who teach and support the enterprise in achieving their goals.

    Power collaboration and deliver trusted data with enterprise data governance. Ensure the enterprise data your business relies on is trusted with a fully integrated solution.

    Easily comply with the GDPR and other data privacy regulations, assess privacy risk, and stop unauthorized website trackers from firing. Ensighten Privacy makes it easy to bolster data privacy and security with industry leading data governance capabilities.

    Enterprise Recon is the complete solution for the identification, remediation and monitoring of sensitive personal data across your entire network.

    HubStor unlocks the power of the cloud for intelligent archiving and data management. HubStor combines superior security and data governance with the economics, elasticity, and convenience of the public cloud.


    The MetaCenter Platform is a software platform to enable business and IT to collaborate in governing an organization's information assets. MetaCenter allows business and IT staff to self service questions about their data and how it flows through the business and classify how it should be used.

    nayaEdge is a complete Information Governance, Risk, and Compliance solution that automates enterprise data management, litigation, and compliance monitoring. It enables organizations to streamline their data governance with efficient information management and smart archiving. And it provides a comprehensive view of an organization's data, knowledge assets, and information management processes.

    Okera is the first software provider to enable the management of data access and governance at scale for today’s modern heterogeneous data environments. Okera’s Active Data Access Platform allows agility and governance to co-exist and gives data producers, consumers and stewards the confidence to unlock the power of their data for innovation and growth. This unique, enterprise-wide platform facilitates the provisioning, accessing, governing and auditing of data in today’s multi-cloud, multi-data-format, and multi-tool world. Learn more at

    Redactor is a data governance software that removes and obscures information within PDF files so viewers cannot see or search for sensitive information.

    Rocket Mainstar FastAudit is a data integration solution that enables high-speed, accurate, and flexible audits of your IBM z Systems data - reducing or eliminating single points of failure. Storage administrators can maintain healthy metadata environments and prevent temporary or permanent loss of data access. With fast, accurate metadata audits, your IBM z/OS environment stays trouble-free.

    Rocket VSAM Quick Index software is a high-performance, low-overhead solution that builds alternate indexes for VSAM KSDS and ESDS base clusters faster than IDCAMS BLDINDEX. You can reduce batch processing time and CPU utilization while improving data availability.

    Monitor, analyze, and improve data integrity with SAP Information Steward software. Combine data profiling and metadata management tools for continuous insight into the quality of enterprise information to optimize processes, and enhance operational, analytical, and data governance initiatives.

    Solix Common Data Platform (CDP) is a uniform data collection, retention management and bulk data storage solution for structured and unstructured data. The Solix CDP features enterprise archiving, data lake, data governance and advanced analytics applications to help organizations achieve data-driven business results.

    Talend Data Stewardship makes it easy for anyone to curate and validate data through a simple, web-based UI. Using a team-based, workflow approach, IT assigns curation tasks to the right people across the organization and tracks their progress.

    Teradata Master Data Management (MDM) provides a central framework with complete support of a data governance environment that is workflow and process driven. It provides the foundation for the enterprise data governance that is needed by companies today.

    TopBraid Enterprise Data Governance (TopBraid EDG) is a solution for comprehensive data governance. EDG makes it possible for you to manage a complete range of assets and use cases.

    Validity Trust Assessments is a complete data quality assessment that provides maximum insight into the state of your data quality and its impact on critical business strategies, benchmark comparisons to see how you stand against competitors, a detailed remediation plan, backed by best-of-breed tools for data improvement

    Verdantis Integrity acts as a Material Data Governance layer over companies' multiple ERP/MRP/ EAM systems.

    Whether you are just getting started with data governance, or are ready to make a technology purchase Zovy is here to help.

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