Best Data Governance Solutions

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What is Data Governance?

Data governance is the set of processes, policies, and technologies that ensure data quality, accuracy, and security throughout its lifecycle. Data governance tools help organizations implement and manage their data governance programs. These tools can automate many tasks involved in data governance, such as data discovery, classification, lineage, and quality assessment.

To learn more, read our Data Governance Buyer's Guide (Updated: June 2024).

Data governance tool functionalities range from automating a broad spectrum of data governance tasks such as data discovery, classification, and lineage to data quality assessment. These tools act as powerful enablers in any organization's data management strategy.

Utilizing data governance tools brings along numerous advantages, including:

  • Improved data quality: Data governance tools can help to identify and correct data errors, which can improve the accuracy and reliability of data-driven decisions.
  • Increased data security: Data governance tools can help to protect data from unauthorized access, use, or disclosure.
  • Enhanced data compliance: Data governance tools can help organizations to comply with data privacy regulations, such as GDPR and CCPA.
  • Reduced data costs: Data governance tools can help to reduce the costs associated with data management, such as the cost of data cleansing and data breach remediation.

There are many different types of data governance tools available on the market, each with its own strengths and weaknesses. Some of the most common types of data governance tools include:

  • Data catalogs: Data catalogs provide a central repository for information about data assets, such as their location, lineage, and quality.
  • Data quality tools: Data quality tools help to identify and correct data errors.
  • Data lineage tools: Data lineage tools track the flow of data through an organization, which can help to identify data quality issues and compliance risks.
  • Data security tools: Data security tools help to protect data from unauthorized access, use, or disclosure.

To summarize, data governance tools are an essential part of any organization's data governance program. By automating many of the tasks involved in data governance, these tools can help organizations to improve the quality, accuracy, and security of their data assets.

Buyer's Guide
Data Governance
June 2024
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Data Governance solutions market share

As of June 2024, in the Data Governance category, the market share of Microsoft Purview Data Governance is 24.7% and it decreased by 13.2% compared to the previous year. The market share of Collibra Governance is 13.2% and it decreased by 13.7% compared to the previous year. The market share of Informatica Axon is 9.2% and it decreased by 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance

Top Data Governance products

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#1 Ranked
Microsoft Purview Data Governance
The new Microsoft Purview portal offers an enhanced governance experience, serving as a unified platform for managing and governing data across various sources, including Azure, Microsoft 365, on-premises, and multicloud environments. Designed to streamline governance, compliance, risk, and security efforts, the new portal provides a user-friendly interface and unlocks advanced features like live view and preset scans. Existing users of Microsoft Purview can upgrade to this enhanced experience, gaining access to improved user interface, enhanced capabilities, and consolidated management of data assets. Additionally, the upgrade sets the stage for future developments, including account consolidation and fine-grained access control.
7.7
Rating
51
Reviews
1,334
Words/ Review
29,420
Total Views
12,560
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Collibra Governance
Collibra Governance is a software solution for data governance, which refers to the set of policies, standards, and processes that govern how an organization manages, uses, and protects its data. Collibra Governance provides a centralized platform for managing data governance, enabling organizations to ensure data accuracy, completeness, and security.
7.6
Rating
41
Reviews
481
Words/ Review
14,002
Total Views
6,154
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Buyer's Guide
Data Governance
June 2024
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Informatica Axon
What is Informatica Axon?
7.8
Rating
23
Reviews
487
Words/ Review
6,428
Total Views
4,132
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erwin Data Intelligence by Quest
The erwin Data Intelligence Suite (erwin DI) combines data catalog and data literacy capabilities for greater awareness of and access to available data assets, guidance on their use, and guardrails to ensure data policies and best practices are followed. Automatically harvest, transform and feed metadata from a wide array of data sources, operational processes, business applications and data models into a central data catalog. Then make it accessible and understandable within context via role-based views. This complete metadata-driven approach to data governance facilitates greater IT and business collaboration.
8.4
Rating
18
Reviews
1,311
Words/ Review
4,819
Total Views
1,415
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Alation Data Catalog
Alation pioneered the data catalog market and is now leading its evolution into a platform for a broad range of data intelligence solutions including data search & discovery, data governance, lineage, stewardship, analytics, and digital transformation.
7.0
Rating
7
Reviews
317
Words/ Review
9,933
Total Views
5,288
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Ping Identity Platform
IDENTITY DEFINED SECURITY PLATFORM delivers a unified, standards-based platform that can be deployed as SaaS, software or both and can scale to handle millions of identities. From multi-factor authentication and single sign-on to access security, directory and data governance, our capabilities work together to give employees, partners and customers secure access to cloud, mobile and enterprise applications, securing and streamlined everything from sign-on to sign-off and everywhere in between.
8.6
Rating
19
Reviews
535
Words/ Review
8,686
Total Views
21
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BigID
BigID is a leader in data security, privacy, compliance, and governance: enabling organizations to proactively discover, manage, protect, and get more value from their data in a single platform for data visibility and control. Customers use BigID to reduce their data risk, automate security and privacy controls, achieve compliance, and understand their data across their entire data landscape: including multicloud, hybrid cloud, IaaS, PaaS, SaaS, and on-prem data sources.
8.0
Rating
7
Reviews
503
Words/ Review
4,497
Total Views
2,486
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Microsoft Purview Information Protection
Implement Microsoft Information Protection (MIP) to help you discover, classify, and protect sensitive information wherever it lives or travels.
7.8
Rating
5
Reviews
1,307
Words/ Review
1,953
Total Views
954
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Ataccama ONE Platform
Ataccama ONE Platform is a comprehensive data management and governance solution designed to address the challenges faced by organizations in managing and leveraging their data assets. Its primary use case is to enable organizations to gain control over their data, improve data quality, and ensure compliance with data regulations.The most valuable functionality of Ataccama ONE includes data profiling, data quality management, data integration, master data management, and metadata management. These features allow organizations to understand the quality and structure of their data, integrate data from various sources, create a single view of their master data, and manage metadata to ensure data lineage and governance.By leveraging Ataccama ONE, organizations can achieve several benefits. Firstly, it helps in improving data quality by identifying and resolving data issues, ensuring accurate and reliable data for decision-making. Secondly, it enables organizations to streamline data integration processes, reducing the time and effort required for data integration projects. Thirdly, it facilitates effective master data management, enabling organizations to have a consistent and accurate view of their critical data entities. Lastly, it helps organizations in complying with data regulations by providing data lineage, data privacy, and data governance capabilities.
7.8
Rating
5
Reviews
535
Words/ Review
1,911
Total Views
869
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Varonis Platform
Varonis Platform is a comprehensive data security and analytics solution that helps organizations protect their critical data from insider threats and cyberattacks. Its primary use case is to provide visibility and control over data access, usage, and permissions across multiple platforms and environments. 
8.3
Rating
3
Reviews
313
Words/ Review
5,073
Total Views
2,829
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Collibra Lineage
Data lineage reveals how data transforms through its life cycle across interactions with systems, applications, APIs and reports. Collibra Lineage automatically maps relationships between data to show how data sets are built, aggregated, sourced and used.
7.8
Rating
6
Reviews
327
Words/ Review
3,030
Total Views
2,337
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Microsoft Purview Compliance Manager
Microsoft Purview Compliance Manager is a feature in the Microsoft 365 compliance center that helps you manage your organization’s compliance requirements with greater ease and convenience. Compliance Manager can help you throughout your compliance journey, from taking inventory of your data protection risks to managing the complexities of implementing controls, staying current with regulations and certifications, and reporting to auditors.
9.3
Rating
3
Reviews
1,128
Words/ Review
1,783
Total Views
742
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Atlan
Atlan is a comprehensive data operations platform designed to enhance data democratization, governance, and collaboration in organizations. It streamlines data accessibility across departments, ensuring that data assets are easily discoverable and usable. Key features appreciated by users include its centralized data catalog, intuitive user interface, and robust governance framework which enforces data security and compliance.  Additionally, Atlan's advanced search capabilities allow quick retrieval of relevant data assets, boosting operational efficiency. Users report significant benefits such as improved collaboration, faster processes, and insightful analytics that support informed decision-making and contribute to organizational growth. 
9.0
Rating
1
Review
1,303
Words/ Review
401
Total Views
269
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Veritas Data Insight
Data Insight gives you the analytics, tracking, and reporting necessary to deliver organizational accountability for file use and security. Designed to manage the needs of organizations with petabytes of data and billions of files, Data Insight integrates with archiving and security solutions to prevent data loss and ensure policy-based data retention.
9.0
Rating
4
Reviews
318
Words/ Review
1,666
Total Views
423
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SAS Data Governance
SAS Data Governance helps you maintain a consistent set of policies, processes and owners for your corporate information - including big data sets in Hadoop and Impala. You'll spend less time managing your data - and more time managing your business.
10.0
Rating
1
Review
438
Words/ Review
93
Total Views
70
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Protegrity Data Security
Organizations leveraging networked applications and services benefit from the flexibility and convenience of being able to create and access data across multiple devices and users. At the same time, sensitive data, including health and personally identifiable information, may need to be protected or de-identified to satisfy regulations or internal privacy policies.
9.5
Rating
3
Reviews
369
Words/ Review
1,301
Total Views
233
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OvalEdge
OvalEdge is a data catalog and data governance tool that virtually centralizes all of a company's data into a single repository or catalog. OvalEdge provides a progressive approach to data governance, helping companies to:
9.0
Rating
1
Review
483
Words/ Review
403
Total Views
270
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IBM Data Governance
IBM Data Governance is a comprehensive solution designed to help organizations effectively manage and govern their data assets. Its primary use case is to establish and enforce data policies, standards, and rules across the enterprise. The most valuable functionality of IBM Data Governance includes data classification, data lineage, and data quality management. Data classification enables organizations to categorize and label data based on sensitivity, ensuring compliance with regulations like GDPR. Data lineage provides a clear understanding of the origin and movement of data, facilitating data governance and decision-making. Data quality management ensures data accuracy, completeness, and consistency, enhancing overall data reliability.IBM Data Governance helps organizations in several ways. Firstly, it improves data visibility and control, enabling organizations to understand their data landscape and make informed decisions. Secondly, it enhances data security and privacy by enforcing policies and standards, reducing the risk of data breaches. Thirdly, it promotes collaboration and accountability among data stakeholders, fostering a culture of data governance. Lastly, it enables organizations to optimize data usage and value, leading to improved operational efficiency and better business outcomes.
8.0
Rating
1
Review
559
Words/ Review
1,019
Total Views
546
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MANTA Flow
Data Lineage Done RightMANTA’s unified lineage platform maps all information flows to give you a complete overview of your data pipeline. Save money on manual labor by automating data lineage discovery; keep your data pipeline healthy by preventing data incidents; and migrate painlessly to the cloud.
8.0
Rating
2
Reviews
695
Words/ Review
640
Total Views
465
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Vanta
Vanta helps companies scale security practices and automate compliance for the industry’s most sought after standards - SOC 2, ISO 27001, HIPAA, PCI DSS, GDPR, and CCPA.
8.5
Rating
4
Reviews
426
Words/ Review
2,615
Total Views
165
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Netwrix Data Classification Manager
The variety of ways organizations create, store and share data is mind-blowing, making it harder and harder for you to identify what need to be protected. Netwrix Data Classification enables you to accurately identify and classify sensitive and business-critical content across your organization, therefore mitigating the risk of data breaches and satisfying compliance requirements with less effort and expense.
9.0
Rating
2
Reviews
390
Words/ Review
181
Total Views
130
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SAP Data Governance
SAP Data Governance helps consolidate and centrally govern the master data lifecycle of information across the organization. Key benefits: Consolidate and manage master data across the business, whether information is exchanged and accessed in SAP or non-SAP solutions on premise or in the cloud. Uses prebuilt data models, rules, workflows, and user interfaces to quickly deploy tasks such as financial consolidation, customer service, and supplier onboarding. And supports all your master data domains in one single application, and implement it in an on-premise, cloud, or hybrid environment.
9.0
Rating
2
Reviews
105
Words/ Review
523
Total Views
463
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Segment
Segment is a customer data platform that helps organizations collect, unify, and analyze customer data from various sources. Its primary use case is to provide a single view of the customer across different touchpoints, enabling businesses to deliver personalized experiences. The most valuable functionality of Segment is its ability to integrate with numerous data sources, such as websites, mobile apps, and third-party tools. It simplifies the process of data collection and unification, allowing organizations to easily access and analyze customer data in real time. Segment helps organizations by providing a comprehensive understanding of their customer's behavior, preferences, and interactions. This valuable insight enables businesses to make data-driven decisions, optimize marketing campaigns, and improve customer engagement. By leveraging Segment's capabilities, organizations can enhance customer experiences, increase customer satisfaction, and drive business growth.
8.0
Rating
2
Reviews
1,635
Words/ Review
890
Total Views
10
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OneTrust DataGovernance
Organizations can leverage the OneTrust Data Governance solution to centralize and automate their data governance programs. From initial data discovery to business insights, OneTrust helps you know your data, the laws that apply, and how to use that information to provide business value and demonstrate compliance.
7.0
Rating
3
Reviews
246
Words/ Review
1,574
Total Views
1,352
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Immuta
Immuta's Data Access Platform delivers data access and security at scale. Immuta discovers, secures, and monitors an organization's data to ensure that users have access to the right data at the right time – as long as they have the rights.
7.5
Rating
4
Reviews
439
Words/ Review
465
Total Views
226
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SAP Data Hub
The SAP® Data Hub solution enables sophisticated data operations management. It gives you the capability and flexibility to connect enterprise data and Big Data and gain a deep understanding of data and information processes across sources and systems throughout the distributed landscape. The unified solution provides visibility and control into data opportunities, integrating cloud and on-premise information and driving data agility and business value. Distributed processing power enables greater speed and efficiency.
7.0
Rating
3
Reviews
469
Words/ Review
2,634
Total Views
619
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Information Builders Data Governance
When a growing number of users interact with and visualize an increasing volume of data, solid governance practices can ensure that every stakeholder can get the insights they need, while the timeliness, integrity, availability, and security of data sources is fully preserved.
7.0
Rating
1
Review
616
Words/ Review
49
Total Views
33
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SAS Data Management
Every decision, every business move, every successful customer interaction - they all come down to high-quality, well-integrated data. If you don't have it, you don't win. SAS Data Management is an industry-leading solution built on a data quality platform that helps you improve, integrate and govern your data.
7.0
Rating
15
Reviews
180
Words/ Review
2,981
Total Views
499
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Unifi
The Unifi Data Platform breaks down the barriers of operational data silos and democratizes information across the enterprise. At the heart of the platform is a comprehensive suite of self-service data discovery and preparation tools to empower business users. Employing machine learning and artificial intelligence technologies, and optimized for the cloud, Unifi predicts what the business user wants to visualize and then connects the resulting data natively to the BI tool for fast, accurate results.
7.0
Rating
2
Reviews
484
Words/ Review
559
Total Views
65
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NetApp Cloud Data Sense
Driven by powerful AI algorithms, NetApp® Cloud Data Sense provides automated controls and reporting so that you can always stay on top of your data.
390
Total Views
327
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ASG Enterprise Data Intelligence
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.
381
Total Views
194
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Microsoft Purview Data Lifecycle Management
Use Microsoft Information Governance (sometimes abbreviated to MIG) capabilities to govern your data for compliance or regulatory requirements.
411
Total Views
156
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AtScale Adaptive Analytics (A3)
AtScale is the leading provider of intelligent data virtualization for big data analytical workloads, empowering citizen data scientists to accelerate and scale their business’ data analytics and science capabilities and ultimately build insight-driven 
1
Review
959
Total Views
140
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Privacera
Trusted data access lies at the intersection of data privacy, security, and governance. Privacera’s Unified Data Security Platform accelerates the time to insights from data by automating manual data governance processes to provide holistic data visibility, secure access, and compliant collaboration across your hybrid data estate.
168
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120
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Zaloni Data Platform
Zaloni simplifies big data for transformative business insights. We work with pioneering enterprises to modernize their data architecture and operationalize their data to accelerate insights for everyday business practices.
2
Reviews
268
Total Views
91
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IBM Cloud Private for Data
IBM Cloud Private for Data is a new kind of data and analytics platform with built-in governance. It simplifies and unifies how you collect, organize and analyze data to accelerate the value of data science and AI. This multicloud platform delivers a broad range of core data microservices, with the option to add more from a growing services catalog. Experience greater flexibility, security and control, and the benefits of the cloud without having to move your data.
174
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77
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StealthAUDIT Management Platform
STEALTHbits’ StealthAUDIT Management Platform helps organizations collect and analyze the data they need to answer their most difficult questions in the management and security of their critical IT infrastructure, data, and applications. Unlike point-products designed to address only a single need, StealthAUDIT is a true framework. With preconfigured solutions to address your most common requirements, as well as an extensive toolset for you to create solutions of your own, StealthAUDIT remains relevant even when your requirements change.
123
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95
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Satori
Satori created the first DataSecOps solution which streamlines data access while solving the most difficult security and privacy challenges. The Secure Data Access Service is a universal visibility and control plane across all data stores, allowing you to oversee your data and its usage in real-time while automating access controls. The service maps all of the organization’s sensitive data and monitors all data flows in real-time across all data stores. Satori enables your organization to replace cumbersome permissions with streamlined just-in-time data access workflows. It acts as a universal policy engine for data access by enforcing access policies, masking or anonymizing data, and initiating off-band access workflows.
186
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92
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Collibra Privacy & Risk
Collibra Privacy & Risk not only helps organizations manage both their privacy regulation compliance and daily privacy operations, it also provides a holistic view of sensitive enterprise information, including the processes that use the data, the people that have access, and where the data is stored.
1
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126
Total Views
66
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Global Data Excellence DEMS
The Data Excellence Management System© (DEMS) is a complete integrated cloud-based system (internal or external) that enables organizations to accelerate the maximization of the business value of organization’ strategies and transactions while minimizing operational costs. It provides a factual value-driven collaboration that engages end-users from all levels in the ultimate value creation.
2
Reviews
146
Total Views
53
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Global IDs Enterprise Data Automation
The Data Quality Suite helps organizations measure and monitor the quality of their data assets and continuously improve the quality of the data. The software automates a significant portion of the Data Quality tasks, and continuously monitors data quality metrics.
123
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55
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Fasoo Data Radar
Fasoo Data Radar is an enterprise classification and security policy management tool that is complementary to Fasoo Enterprise DRM. Data Radar can also be implemented as a standalone discovery and classification solution. It scans files throughout the enterprise to find content that is confidential or of high value. It can scan files located within folders and logical drives on PCs - that is, it can scan files on file servers, cloud storage servers, repositories, and anything else that can be mounted as a logical drive or shared folder. The files that Fasoo Data Radar scans are those that match templates which specify criteria for files to be scanned.
98
Total Views
41
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iomete
What is iomete?Modern lakehouse built on top of Apache Iceberg and Apache Spark. Includes: Serverless lakehouse, Serverless Spark Jobs, SQL editor, Advanced data catalog and built-in BI (or connect 3rd party BI e.g. Tableau, Looker).
99
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28
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Microsoft Purview Information Barriers
Microsoft cloud services include powerful communication and collaboration capabilities. But suppose that you want to restrict communication and collaboration between two groups to avoid a conflict of interest from occurring in your organization. Or, perhaps you want to restrict communication and collaboration between certain people inside your organization in order to safeguard internal information. Microsoft 365 enables communication and collaboration across groups and organizations, so is there a way to restrict communication and collaboration among specific groups of users when necessary? With Information Barriers, you can!
72
Total Views
44
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Talend Data Integrity and Data Governance
Talend makes it easier to discover, remediate, and share trusted data with simple tools to automate data processes, empower your team, and ensure data quality and governance.
56
Total Views
46
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DvSum Agile Data Catalog
DvSum Agile Data Catalog (ADC) unleashes data agility, by making all data easily accessible, usable, and reliable. DvSum ADC is powerful, easy, and cost-effective. With sophisticated ML-driven algorithms, DvSum automatically catalogs, classifies, and curates data from your numerous siloed data sources and makes it available as a unified, actionable Data Catalog.
65
Total Views
28
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ONE DATA
One Data, a software company serving customers across all industries worldwide, has redefined the landscape of data product development with its market-first AI-powered Data Product Builder. Infusing AI into every stage of data product development, the platform cuts manual work, ensuring a rapid, easy, and cost-effective way to generate measurable business value from data. The profound expertise in data science and over a decade of experience in data-driven projects have led One Data to develop a platform that ensures the quality, integrity, and accessibility of data, promoting a data-driven culture and literacy across organizations. 
64
Total Views
24
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PK Protect Endpoint Manager
The need for effective endpoint security measures has increased substantially. Any device—such as a smartphone, tablet, or laptop—can be an entry point for threats. The right endpoint security solution can help organizations detect suspicious instances of data being moved around inside and outside of an organization. PK Protect® Endpoint Manager (PEM) provides revolutionary data protection that automatically discovers and protects critical information, even when it moves outside of the organization.
70
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22
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Aware
Businesses across the globe trust the Aware platform to transform the way work gets done. Connect your stakeholders with easy-to-use secure access to Aware’s best-in-class solution that addresses information management, data protection, and organizational insights at scale. Aware is the only real-time comprehensive governance solution to keep your business in sync with the ever-changing landscape that is your collaboration data – and connecting only requires the click of a button.
46
Total Views
20
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Okera
Whether building data products or a data mesh, technical teams need to balance their priorities with business value and impact across the organization.Okera provides users with the confidence of treating data as an asset while protecting data at scale.With Okera’s multiple enforcement patterns and platform-agnostic, policy-based data access control, policies are enforced consistently across all environments. It provides consistency, clarity, and economy of scale.
36
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18
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SISA Radar
A single platform to discover, identify and contextualize sensitive data. A proprietary data discovery algorithm for faster detection and lower false positives. Actionable insights into enterprise data across cloud, on-premises and hybrid environments.
28
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15
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Dasera
Dasera's data security platform keeps your data safe and compliant while providing broader access, enabling better and faster decision-making. Dasera reduces risk by continually enforcing data governance policies.Dasera saves time by reducing manual audits and manual cross-functional collaboration.Dasera allows you to give broader access to more data, which enables better, faster decisions. And improved business value.
27
Total Views
15
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Aparavi
Our cloud-based platform finds, automates, governs, and consolidates distributed data no matter where it lives. We ensure secure access for modern data demands of analytics, machine learning, and collaboration without complexity, period.
47
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11
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K2View
At K2View, we believe that every company should be able to liberate and elevate its data to deliver the most personalized and profitable customer experience in its industry, while being innovative and radically agile. With K2View, companies manage data in a whole new way, using a business lens: they connect and organize fragmented data in real time, by individual business entities, e.g., customers, products, suppliers, orders. And then instantly and easily deliver it to any data consumers
530
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13
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illumex
Unifying business data language can be complex. That’s why we’ve developed a turnkey Generative Semantic Fabric that streamlines the process of data and analytics interpretation and rationalization. Highly regulated and data-intensive enterprises use our platform to activate their Data Culture and Digital Transformation initiatives.illumex reduces the time it takes to find the data you need, recommends how data should be used, enables live collaboration and brings trust to every analytics iteration.To solve the problem of traditional tedious data analysis, which is slow, inefficient, and a barrier to innovation.illumex notifies you of any duplication of effort, conflict of logic, and data misuse with live alerting and recommendations. It even tracks breaking changes and shows you the business impact.illumex is your organization’s automated ever-growing, centralized encyclopedia of business terminology and metrics. The platform ensures every analytics effort is documented, certified and trackable.
29
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9
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Collibra Data Intelligence Platform
With active metadata at its core, Collibra Data Intelligence Platform delivers trusted data for every user, every use case and across every source. Collibra creates the critical alignment that accelerates smarter decision making. Increase productivity and drive innovation — while minimizing risk and reducing costs — by using our unified data intelligence platform.
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Data Governance experts

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Prateek Agarwal - PeerSpot reviewer
Sachin Vinay - PeerSpot reviewer
Mario Del Toro - PeerSpot reviewer
Aditya Pawar - PeerSpot reviewer
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Related categories

Single Sign-On (SSO)
Authentication Systems
Identity and Access Management as a Service (IDaaS) (IAMaaS)
Access Management
Customer Identity and Access Management (CIAM)
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