Best Enterprise Data Governance Tools - Page 2

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 233

Category Stats (Sep 2026)

  • Average Rating: 4.45/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: ER/Studio (+2.77%) - Among all products in this category, ER/Studio recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 12,300+ Authentic Reviews
  • 233+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Governance Tools

G2 Grid® for Data Governance Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Snowflake, Varonis Data Security Platform, IBM watsonx.data, AvePoint Confidence Platform, D&B Connect, Data 360 (formerly Salesforce Data Cloud), and Securiti.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-governance-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=snowflake&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=avepoint-confidence-platform&focus%5B%5D=d-b-connect&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=securiti&segment=enterprise)

SAS Viya

SAS Viya is a software designed to help organizations build, deploy, and scale explainable AI that drives trusted, confident decisions across the full data and AI lifecycle. The software provides data management, advanced analytics, model governance, and decisioning capabilities by leveraging a cloud-native architecture with built-in lineage, auditability, and continuous monitoring. It automates model lifecycle management including monitoring and retraining and reduces risk through governance-by-design controls applied consistently across data, models, and decisions. SAS Viya addresses the challenge of moving AI from experimentation to production by delivering explainable, auditable outcomes that satisfy both business stakeholders and regulators. The software supports use cases including statistical analysis, machine learning operationalization, and governed AI deployment across flexible cloud-native environments spanning pharmaceuticals, banking, and other regulated industries.

Average Rating: 4.3/5.0

Total Reviews: 775

How Do G2 Users Rate SAS Viya?

  • Roles Management: 8.4/10 (Category avg: 8.8/10)
  • Data Discovery: 8.5/10 (Category avg: 8.8/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind SAS Viya?

  • Seller: SAS Institute Inc.
  • Company Website:
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18,638 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Student, Biostatistician
  • Top Industries: Pharmaceuticals, Banking
  • Company Size: 33% Small, 33% Large

What Do G2 Reviewers Say About SAS Viya?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in SAS Viya, enhancing data visualization and decision-making for businesses.
  • Users appreciate the advanced analytical capabilities of SAS Viya, making data analysis and decision-making more efficient.
  • Users value the sophisticated analytical capabilities of SAS Viya, enhancing decision-making and insights from diverse data sources.
  • Users value the end-to-end data lifecycle tooling in SAS Viya, enhancing insights and strategic decision-making capabilities.
  • Users value the powerful data visualization capabilities of SAS Viya, enhancing insights and decision-making in their organizations.
Cons
  • Users find SAS Viya difficult for non-technical users to navigate, impacting ease of access to reports and dashboards.
  • Users find the visualization complexity of SAS Viya challenging, especially for those without technical expertise.
  • Users find the learning curve challenging, especially for non-technical individuals navigating reports and dashboards.
  • Users find the difficult learning curve for SAS Viya challenging, especially for non-technical users attempting to access features.
  • Users find the expensive pricing of SAS Viya a potential barrier, complicating their decision-making process.

What Are Recent G2 Reviews of SAS Viya?

What Are G2 Users Discussing About SAS Viya?

SAP Master Data Governance (MDG)

SAP Master Data Governance (MDG) is a software designed to facilitate the centralized or decentralized management of master data across an enterprise system landscape. The software provides data validation, quality checks, and governance framework capabilities by leveraging tight integration with existing SAP data models, business logic, and validation frameworks. It automates master data creation, modification, and distribution workflows and reduces data redundancy and errors through standardized quality controls. SAP Master Data Governance (MDG) addresses data consistency and compliance challenges by providing a unified view of customer, vendor, and product data while supporting open integration with third-party systems. The software supports use cases including master data consolidation, regulatory compliance, and cross-departmental data governance for industries such as finance, manufacturing, and retail.

Average Rating: 4.4/5.0

Total Reviews: 242

How Do G2 Users Rate SAP Master Data Governance (MDG)?

  • Gestion des rôles: 8.8/10 (Category avg: 8.8/10)
  • Découverte de données: 9.1/10 (Category avg: 8.8/10)
  • Gestion de la conformité: 8.5/10 (Category avg: 8.9/10)
  • Facilité d’utilisation: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Master Data Governance (MDG)?

  • Vendeur: SAP
  • Année de fondation: 1972
  • Emplacement du siège social: Walldorf
  • Twitter: @SAP
    297,052 abonnés Twitter
  • Page LinkedIn®: www.linkedin.com
    141,955 employés sur LinkedIn®
  • Propriété: NYSE:SAP

Who Uses This Product?

  • Who Uses This: Consultant, Consultant SAP MDG
  • Top Industries: Technologie de l'information et services, Pharmaceutique
  • Company Size: 55% Large, 33% Medium

What Do G2 Reviewers Say About SAP Master Data Governance (MDG)?

AI-generated summary from verified user reviews

Pros
  • Les utilisateurs trouvent SAP MDG convivial et rationalisé, simplifiant la gestion des données et améliorant l'organisation des données de référence.
  • Les utilisateurs apprécient la haute qualité des données maintenue par SAP MDG, garantissant des données maîtres organisées et réduisant les divergences.
  • Les utilisateurs apprécient la centralisation et l'efficacité de SAP MDG, améliorant la gestion des données de référence à travers les systèmes.
  • Les utilisateurs apprécient la précision des données de SAP MDG, garantissant une gestion des données maîtres de haute qualité, centralisée et conforme.
  • Les utilisateurs apprécient l'intégration de données transparente de SAP MDG, permettant un environnement de données maîtres fiable et cohérent.
Cons
  • Les utilisateurs trouvent que la configuration complexe de SAP MDG est difficile, nécessitant beaucoup de temps et d'efforts pour la configuration et la personnalisation.
  • Les utilisateurs trouvent que la mise en œuvre complexe de SAP MDG est chronophage et difficile, ce qui entrave la configuration initiale et la personnalisation.
  • Les utilisateurs rencontrent des problèmes de gestion des données avec SAP MDG, y compris la gestion des doublons, des performances lentes et des coûts d'installation élevés.
  • Les utilisateurs trouvent que SAP MDG est cher pour sa simplicité perçue, préférant des solutions plus rentables à la place.
  • Les utilisateurs trouvent que l'installation et la configuration sont complexes, souvent confrontés à des retards et nécessitant une coordination étendue entre l'informatique et les affaires.

What Are Recent G2 Reviews of SAP Master Data Governance (MDG)?

What Are G2 Users Discussing About SAP Master Data Governance (MDG)?

Alation

Alation is the creator of AIOS™, the open, governed, self-improving intelligence operating system for enterprises that cannot afford to get AI wrong. Having pioneered the data catalog market, Alation helps organizations establish trust in the agents, data, and context that power AI-driven decisions. The result is AI organizations can trust—enabling them to navigate regulatory complexity, maintain data fidelity, accelerate operational outcomes, and transform AI ambition into trusted business impact. Alation partners with the world’s leading to leverage better data to solve their most critical challenges.

Average Rating: 4.4/5.0

Total Reviews: 90

How Do G2 Users Rate Alation?

  • Roles Management: 7.7/10 (Category avg: 8.8/10)
  • Data Discovery: 8.4/10 (Category avg: 8.8/10)
  • Compliance Management: 7.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Alation?

  • Seller: Alation
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Redwood City, CA
  • Twitter: @Alation
    3,567 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    586 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 58% Large, 27% Medium

What Do G2 Reviewers Say About Alation?

AI-generated summary from verified user reviews

Pros
  • Users praise Alation for its ease of use, facilitating data exploration and enhancing overall efficiency in data management.
  • Users value the flexible data discovery features of Alation, enhancing governance and improving data interpretation.
  • Users appreciate the intuitive navigation of Alation, making information retrieval quick and enhancing productivity significantly.
  • Users find Alation's data cataloging features invaluable for efficient data exploration and enhanced trust in data quality.
  • Users appreciate the intuitive user interface of Alation, making navigation and information retrieval remarkably efficient.
Cons
  • Users report slow performance when integrating multiple data sources and loading larger datasets, impacting overall efficiency.
  • Users feel Alation lacks mature AI features and faces issues with data profiling and inconsistent lineage analytics.
  • Users note the limited functionality of Alation, particularly with the restricted features in non-enterprise licenses.
  • Users face significant lineage limitations, including bugs and inconsistencies that hinder effective data management across systems.
  • Users experience user interface issues with Alation, particularly slow navigation and a less intuitive design for newcomers.

What Are Recent G2 Reviews of Alation?

What Are G2 Users Discussing About Alation?

Odaseva

Odaseva delivers the strongest data security solution for enterprises running on Salesforce, safeguarding confidentiality and integrity of critical business information. The Odaseva Enterprise Data Security Platform ensures business continuity, regulatory compliance, and powerful protection against threats to Salesforce data. It is designed and built specifically to solve the complex challenges of large-scale global organizations. Odaseva’s integrated suite of security products features Zero Trust architecture and real-time processing that not only meets but anticipates the stringent demands of global compliance. We provide businesses with the tools to prove recovery readiness, streamline precise data restoration, and leverage tools that protect the integrity and availability of critical data. With Odaseva, enterprises can confidently navigate the evolving data security landscape, ensuring that operations remain uninterrupted and aligned with regulatory standards.

Average Rating: 4.5/5.0

Total Reviews: 44

How Do G2 Users Rate Odaseva?

  • Roles Management: 9.1/10 (Category avg: 8.8/10)
  • Data Discovery: 9.0/10 (Category avg: 8.8/10)
  • Compliance Management: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Odaseva?

  • Seller: Odaseva.com
  • Year Founded: 2012
  • HQ Location: San Francisco, California
  • Twitter: @odaseva
    517 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    164 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Insurance
  • Company Size: 66% Large, 27% Medium

What Do G2 Reviewers Say About Odaseva?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Odaseva, finding backup and recovery processes straightforward and efficient.
  • Users value the easy restore capability of Odaseva, facilitating quick and efficient data recovery and management.
  • Users value the scalable backup solution of Odaseva, praising its simplicity in recovery processes.
  • Users value the scalable backup solution of Odaseva, which provides a straightforward recovery process.
  • Users value the console management feature for its ability to provide a centralized overview of backups and contract limits.
Cons
  • Users find the initial setup complex, resulting in a lengthy and challenging process before using Odaseva effectively.
  • Users note that Odaseva could offer a more competitive cost compared to other partners in the market.
  • Users express concerns about dependency issues due to insufficient enablement content, relying heavily on support for assistance.
  • Users find the difficult setup of Odaseva to be time-consuming and frustrating during initial use.
  • Users feel that Odaseva's pricing is expensive compared to other partners in the market.

What Are Recent G2 Reviews of Odaseva?

What Are G2 Users Discussing About Odaseva?

ON EBX

ON EBX, formerly TIBCO EBX, is an enterprise platform for governing master data, reference data, metadata, and data products in one unified environment. It helps organizations create trusted, governed data foundations for analytics, operational applications, automation, and AI. Unlike fragmented data-management toolsets, ON EBX brings data modeling, stewardship, workflow, data quality, hierarchy management, security, versioning, audit, and integration together in a single, configurable platform. Key Benefits of ON EBX Unified, multi-domain data management Manage master data, reference data, metadata, hierarchies, and relationships across multiple business domains. Establish consistent, trusted data for operational systems, analytics, regulatory reporting, and AI. Support customer, supplier, product, location, finance, organization, and other enterprise data domains on one platform. Model-driven and configurable ON EBX uses a “what you model is what you get” approach to generate data-driven applications directly from governed data models. Configure data models, workflows, business rules, user experiences, permissions, and data services without building every capability from scratch. Adapt quickly as business requirements, regulations, and operating models evolve. Built-in governance and stewardship Provide business users and data stewards with intuitive tools to search, create, review, compare, approve, and govern data. Coordinate changes through configurable workflows, ownership, validation, and approval processes. Maintain history, lineage, versioning, and a complete audit trail of data changes. Trusted data for better decisions Improve the accuracy and consistency of reports, dashboards, analytical models, and AI applications. Reduce reconciliation effort by establishing governed definitions, hierarchies, relationships, and golden records. Increase confidence in the data used across business and technology teams. Enterprise security and control Protect sensitive information through granular permissions and role-based access controls. Support governance requirements such as approval controls, encryption, masking, auditability, and separation of duties. Apply security and governance consistently across domains, datasets, workflows, and services. Business-friendly collaboration Enable business users, data stewards, analysts, developers, and IT teams to work together through a browser-based experience. Give accountable business teams control over shared data while IT maintains enterprise architecture, security, and integration standards. Promote adoption through self-service access, configurable interfaces, and collaborative governance. Flexible deployment and integration Deploy ON EBX on premises, in private or public cloud environments, or through a hosted deployment model. Integrate governed data with enterprise applications, databases, data platforms, APIs, and downstream analytical systems. Create and distribute trusted operational data through reusable services and governed processes. Lower operational complexity Consolidate capabilities that would otherwise require multiple disconnected data-management tools. Reduce duplicate data, manual cleansing, reconciliation effort, and replicated datasets. Accelerate the delivery of governed data applications while lowering long-term development and maintenance costs.

Average Rating: 4.4/5.0

Total Reviews: 67

How Do G2 Users Rate ON EBX?

  • Roles Management: 8.3/10 (Category avg: 8.8/10)
  • Data Discovery: 7.2/10 (Category avg: 8.8/10)
  • Compliance Management: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind ON EBX?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 62% Large, 29% Medium

What Do G2 Reviewers Say About ON EBX?

AI-generated summary from verified user reviews

Pros
  • Users find that TIBCO EBX provides a seamless data management experience, simplifying processes and reducing application clutter.
  • Users appreciate the ease of use of TIBCO EBX, finding data management effortless and enhancing their experience.
  • Users appreciate the interactive UI of Tibco EBX, making data management effortless and enhancing the overall experience.
  • Users enjoy the exceptional user experience of Tibco EBX, finding data management effortless and streamlined.
  • Users value the extensive integrations offered by TIBCO EBX, enabling seamless connectivity with various systems.
Cons
  • Users note difficult navigation in the online documentation, which could enhance their overall experience with Tibco EBX.
  • Users find the difficulty learning ON EBX requires considerable effort and time to master its functionalities.
  • Users find the learning curve steep, requiring significant effort to become proficient with ON EBX.
  • Users note that the navigation in the online documentation is poor, suggesting it needs significant improvement for better usability.
  • Users note that the slow performance of ON EBX can hinder the learning process and overall experience.

What Are Recent G2 Reviews of ON EBX?

Cloudera

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments.

Average Rating: 4.2/5.0

Total Reviews: 187

How Do G2 Users Rate Cloudera?

  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Cloudera?

  • Seller: Cloudera
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Santa Clara, CA
  • Twitter: @cloudera
    106,442 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,446 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Banking
  • Company Size: 39% Large, 35% Small

What Do G2 Reviewers Say About Cloudera?

AI-generated summary from verified user reviews

Pros
  • Users praise the user-friendly interface of Cloudera, highlighting its simplicity in managing big data efficiently.
  • Users value the easy scalability of Cloudera, enabling efficient management of large amounts of data effortlessly.
  • Users value the robust security features of Cloudera, ensuring safe and reliable data management across platforms.
  • Users value the comprehensive suite of tools in Cloudera for effective data management and analytics.
  • Users find Cloudera's scalability and centralized administration invaluable for efficient monitoring and management of data processes.
Cons
  • Users express concerns over the high costs of Cloudera, noting it's expensive for its complexity and maintenance.
  • Users find Cloudera's database to be complex, making it challenging for inexperienced professionals to utilize effectively.
  • Users find Cloudera's setup difficult to learn, particularly challenging for beginners without adequate tutorials or guidance.
  • Users find the poor documentation of Cloudera frustrating, complicating navigation and setup for complex data configurations.
  • Users often face access issues with Cloudera, particularly with unauthorized errors in Airflow tasks and limited documentation.

What Are Recent G2 Reviews of Cloudera?

What Are G2 Users Discussing About Cloudera?

Satori Data Security Platform

Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements.

Average Rating: 4.7/5.0

Total Reviews: 87

How Do G2 Users Rate Satori Data Security Platform?

  • Roles Management: 9.7/10 (Category avg: 8.8/10)
  • Data Discovery: 9.7/10 (Category avg: 8.8/10)
  • Compliance Management: 9.5/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Satori Data Security Platform?

  • Seller: Commvault
  • Company Website:
  • Year Founded: 1996
  • HQ Location: Eatontown, New Jersey, United States
  • Twitter: @Commvault
    64,666 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,496 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Computer & Network Security
  • Company Size: 54% Medium, 26% Large

What Do G2 Reviewers Say About Satori Data Security Platform?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Satori Data Security Platform allows for seamless setup and management of data security.
  • Users find that Satori provides simplified data security management, enhancing access control and data protection effectively.
  • Users value Satori for its practical and powerful data security, enabling results delivery without compromise.
  • Users appreciate the granular data access control in Satori, which enhances authority and security efficiently.
  • Users appreciate the detailed data access control of Satori, enabling granular control based on authority and necessity.
Cons
  • Users find the complexity of policy enforcement challenging, especially with diverse datasets and user/role combinations.
  • Users find the complexity for small teams challenging due to diverse datasets and policy enforcement requirements.
  • Users experience occasional slow performance during large queries, requiring planning and resources for optimal functionality.
  • Users consider the pricing to be high, feeling it could be more affordable, especially for smaller teams.
  • Users face integration issues with older systems, resulting in added manual efforts and complexity during setup.

What Are Recent G2 Reviews of Satori Data Security Platform?

Collibra

Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying to accelerate data and AI use cases while ensuring compliance, but are struggling with fragmented governance and visibility across the whole hybrid data ecosystem. Collibra unifies governance for data and AI across every system, data source and user—to create safe autonomy and a foundation for scaling AI and data use cases. With Collibra, you can accelerate all your data and AI use cases, safely and with well–understood data. That’s Data Confidence.

Average Rating: 4.2/5.0

Total Reviews: 99

How Do G2 Users Rate Collibra?

  • Roles Management: 7.8/10 (Category avg: 8.8/10)
  • Data Discovery: 8.4/10 (Category avg: 8.8/10)
  • Compliance Management: 7.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Collibra?

  • Seller: Collibra
  • Company Website:
  • Year Founded: 2008
  • HQ Location: New York, New York
  • Twitter: @collibra
    5,756 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,095 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Banking
  • Company Size: 72% Large, 19% Medium

What Do G2 Reviewers Say About Collibra?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the unified data intelligence platform of Collibra, effectively aligning Business and IT on a single system.
  • Users find Collibra to be intuitive and easily configurable, enhancing their data management and governance experience.
  • Users value the effective data management capabilities of Collibra, enhancing compliance, governance, and integration for optimal use.
  • Users value the strong data governance features of Collibra, enhancing data accessibility and trustworthiness across the organization.
  • Users value the seamless integrations with diverse tools, enhancing data ecosystems and streamlining governance processes.
Cons
  • Users struggle with limited functionality due to complex navigation and unintuitive language in Collibra.
  • Users note the complexity issues in Collibra, particularly with setup, bugs, and inconsistent API stability.
  • Users report that improvement is needed in Collibra due to cumbersome processes, unclear roles, and technical issues.
  • Users find Collibra's complexity hinders efficiency, as setup, configuration, and user engagement can be overwhelming.
  • Users find the complex setup of Collibra demanding, needing more time and resources than anticipated.

What Are Recent G2 Reviews of Collibra?

What Are G2 Users Discussing About Collibra?

Teradata Autonomous Knowledge Platform

Teradata Vantage is a software designed to provide organizations with a complete cloud analytics and data platform built to support AI-driven decision-making at enterprise scale. The software provides harmonized data management, trusted AI integration, and advanced analytics capabilities by leveraging a cloud-native architecture optimized for complex SQL and analytic joins across large datasets. It automates enterprise data integration and reduces friction in cross-functional analytics by unifying data across the organization into a single governed platform. Teradata Vantage addresses business performance and data complexity challenges by delivering trusted, harmonized data that empowers companies to make faster and more confident decisions. The software supports use cases including customer experience optimization, financial analytics, and enterprise-wide data integration for top companies across information technology, financial services, and other major industries.

Average Rating: 4.3/5.0

Total Reviews: 354

How Do G2 Users Rate Teradata Autonomous Knowledge Platform?

  • Roles Management: 8.8/10 (Category avg: 8.8/10)
  • Data Discovery: 8.2/10 (Category avg: 8.8/10)
  • Compliance Management: 8.1/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Teradata Autonomous Knowledge Platform?

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 69% Large, 22% Medium

What Do G2 Reviewers Say About Teradata Autonomous Knowledge Platform?

AI-generated summary from verified user reviews

Pros
  • Users highlight the extreme performance of Teradata Autonomous Knowledge Platform, emphasizing its speed in processing large data volumes.
  • Users value the high performance and scalability of Teradata for handling complex queries and data integration.
  • Users value the scalability of Teradata Autonomous Knowledge Platform, seamlessly integrating and managing vast data resources efficiently.
  • Users commend the extreme performance of Teradata, highlighting its speed in processing large datasets seamlessly.
  • Users value the fast processing of large datasets in Teradata, appreciating its stability and integration capabilities.
Cons
  • Users identify a steep learning curve for Teradata Autonomous Knowledge Platform, hindering new user adaptation and productivity.
  • Users find the steep learning curve of Teradata Autonomous Knowledge Platform challenging, especially for those less technically inclined.
  • Users find the complexity of the Teradata platform challenging, especially for non-technical users and new adopters.
  • Users struggle with the cost transparency of Teradata Autonomous Knowledge Platform, needing close management to avoid issues.
  • Users express concerns about the high cost of the Teradata Autonomous Knowledge Platform, highlighting affordability issues.

What Are Recent G2 Reviews of Teradata Autonomous Knowledge Platform?

What Are G2 Users Discussing About Teradata Autonomous Knowledge Platform?

Acceldata

Acceldata is the Data and AI platform for Autonomous Enterprise. Large enterprises need uniform data access, compute capabilities and governance to run analytics and deploy agents across their hybrid infrastructure. But most enterprise data platforms were built on the assumption that data would eventually centralize into a single warehouse or lakehouse. In practice, large enterprises operate four or more data platforms simultaneously, with data distributed across cloud providers, on-premises systems, and regulated environments that cannot move data across borders. Acceldata addresses this by bringing compute to wherever data already resides, rather than forcing data to move to the compute engine. Acceldata supports every stage of the data lifecycle, on any platform, bringing compute to where the data lives and ensuring data trust by unifying data quality, governance and observability into an intelligent, AI-driven fabric. Trusted by Fortune 500 companies worldwide, Acceldata empowers businesses to unlock the full potential of their data in the AI era. Key capabilities include: 1. Data and AI Observability: End-to-end monitoring of data pipelines, data quality, AI agent behavior, and LLM outputs. Includes anomaly detection, data lineage, reconciliation, and alert management across environments. 2. Agentic Data Management (ADM): Deploys autonomous agents to automate data quality monitoring, pipeline operations, catalog management, and incident response across distributed data estates. 3. Agentic Data Engineering (ADE): Builds, orchestrates, and runs data pipelines using intelligent agents that automate pipeline creation, federated querying, and job management. 4. Data Warehousing: Executes queries in-place across lakehouses and warehouses using a Velox-accelerated engine, supporting open formats including Apache Iceberg, Delta Lake, Hudi, and Parquet with no vendor lock-in. 5. Data Platform Modernization: Provides phased migration paths for enterprises running Hadoop or Cloudera infrastructure, with in-place, sidecar, and forklift migration options built on an open-source foundation. Acceldata is designed for large enterprises in financial services, life sciences, telecommunications, manufacturing, retail, and insurance, particularly organizations operating regulated data environments where governance and data residency requirements prevent full cloud migration. The platform integrates with Snowflake, Databricks, AWS, Azure, GCP, and major open-source data frameworks.

Average Rating: 4.4/5.0

Total Reviews: 54

How Do G2 Users Rate Acceldata?

  • Ease of Use: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Acceldata?

  • Seller: Acceldata
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Campbell, CA
  • Twitter: @acceldataio
    340 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    299 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 62% Large, 22% Medium

What Do G2 Reviewers Say About Acceldata?

AI-generated summary from verified user reviews

Pros
  • Users find Acceldata to be easy to use, enhancing productivity with its user-friendly interface and seamless integration.
  • Users highly value the responsive customer support of Acceldata, enhancing their experience with prompt and effective assistance.
  • Users benefit from the efficiency improvement provided by Acceldata, ensuring reliable data and streamlined operations.
  • Users praise the efficiency and effectiveness of Acceldata, appreciating its quick onboarding and robust technology stack.
  • Users commend the effective monitoring capabilities of Acceldata, enhancing data management and proactive decision-making significantly.
Cons
  • Users feel the UX of Acceldata could be more intuitive, citing inconsistencies and slow response times as areas for improvement.
  • Users find the initial setup complex and believe improvements in documentation and visualization are needed.
  • Users find the difficult setup challenging, noting complications in initial configuration and lacking documentation.
  • Users find the steep learning curve and complex initial setup of Acceldata challenging and in need of improvement.
  • Users find the learning difficulty in setting up Acceldata challenging, noting a steep initial learning curve.

What Are Recent G2 Reviews of Acceldata?

Twilio Segment

Twilio Segment is a software designed to provide companies with a customer data foundation that puts customers at the heart of every business decision. The software provides customer data collection, unification, and routing capabilities by leveraging a Customer Data Platform architecture that connects data across any system in real time. It automates customer data pipelines across marketing, product, and analytics tools and reduces data fragmentation by creating a single unified customer profile. Twilio Segment addresses the challenge of understanding customers across touchpoints by enabling companies to collect and activate consistent, real-time customer data wherever it is needed. The software supports use cases including real-time personalization, growth acceleration, and customer experience optimization for thousands of companies including Intuit, FOX, Instacart, and Levi's.

Average Rating: 4.5/5.0

Total Reviews: 556

How Do G2 Users Rate Twilio Segment?

  • Gestion des rôles: 8.4/10 (Category avg: 8.8/10)
  • Découverte de données: 8.5/10 (Category avg: 8.8/10)
  • Gestion de la conformité: 8.9/10 (Category avg: 8.9/10)
  • Facilité d’utilisation: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Twilio Segment?

  • Vendeur: Twilio
  • Année de fondation: 2008
  • Emplacement du siège social: San Francisco, CA
  • Twitter: @twilio
    81,644 abonnés Twitter
  • Page LinkedIn®: www.linkedin.com
    6,678 employés sur LinkedIn®
  • Propriété: NYSE: TWLO

Who Uses This Product?

  • Who Uses This: Chef de produit, Ingénieur logiciel
  • Top Industries: Logiciels informatiques, Technologie de l'information et services
  • Company Size: 47% Medium, 42% Small

What Do G2 Reviewers Say About Twilio Segment?

AI-generated summary from verified user reviews

Pros
  • Les utilisateurs trouvent que l'intégration facile avec diverses plateformes dans Twilio Segment est incroyablement efficace et sans tracas.
  • Les utilisateurs adorent les intégrations faciles avec diverses plateformes, permettant un flux de données rapide sans avoir besoin de support technique.
  • Les utilisateurs apprécient la facilité d'utilisation de Twilio Segment, trouvant l'intégration et la configuration simples et efficaces.
  • Les utilisateurs apprécient la facilité d'installation de Twilio Segment, permettant une intégration efficace de multiples sources de données.
  • Les utilisateurs apprécient les capacités d'intégration transparentes de Twilio Segment, rendant le transfert de données sans effort sans avoir besoin de support technique.
Cons
  • Les utilisateurs trouvent que le prix de Twilio Segment est prohibitif, ce qui affecte leur satisfaction globale et leurs recommandations.
  • Les utilisateurs expriment des préoccupations concernant les problèmes de tarification, trouvant que les coûts de Twilio Segment sont prohibitivement élevés, ce qui affecte la satisfaction globale.
  • Les utilisateurs sont confrontés à une courbe d'apprentissage abrupte pour la mise en œuvre, ce qui entraîne des erreurs coûteuses et des défis pour les équipes de développement.
  • Les utilisateurs ont du mal avec un mauvais support client de Twilio Segment, ce qui entraîne une mise en œuvre difficile et une insatisfaction.
  • Les utilisateurs rencontrent des problèmes de mauvaise conception d'interface avec Segment, ce qui entraîne des difficultés de mise en œuvre et des défis fonctionnels frustrants.

What Are Recent G2 Reviews of Twilio Segment?

What Are G2 Users Discussing About Twilio Segment?

Orchestry

Orchestry est une plateforme de gestion et d'automatisation de Microsoft 365 qui accélère les économies de coûts, la réduction du stockage, la prévention de la prolifération et la remédiation des risques. Notre plateforme est conçue avec un accent sur l'expérience utilisateur et l'actionnabilité afin que vous puissiez la mettre en œuvre et commencer à avoir un impact en quelques jours, pas en semaines. Orchestry rationalise l'approvisionnement des espaces de travail et la gestion du cycle de vie, automatise les tâches de gouvernance manuelles, identifie et priorise les risques potentiels, et consolide les données dans des rapports et tableaux de bord centralisés. Elle va au-delà des capacités natives pour que vous puissiez prendre le contrôle de votre locataire, prévenir les problèmes futurs, évoluer en toute confiance et vous préparer rapidement à l'IA.

Average Rating: 4.8/5.0

Total Reviews: 103

How Do G2 Users Rate Orchestry?

  • Gestion des rôles: 9.4/10 (Category avg: 8.8/10)
  • Découverte de données: 8.7/10 (Category avg: 8.8/10)
  • Gestion de la conformité: 9.4/10 (Category avg: 8.9/10)
  • Facilité d’utilisation: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Orchestry?

  • Vendeur: Orchestry Software Inc.
  • Site Web de l'entreprise:
  • Année de fondation: 2020
  • Emplacement du siège social: Vancouver, British Columbia
  • Twitter: @OrchestrySoft
    459 abonnés Twitter
  • Page LinkedIn®: www.linkedin.com
    43 employés sur LinkedIn®

Who Uses This Product?

  • Who Uses This: Consultant principal
  • Top Industries: Technologie de l'information et services, Conseil
  • Company Size: 42% Medium, 42% Small

What Do G2 Reviewers Say About Orchestry?

AI-generated summary from verified user reviews

Pros
  • Les utilisateurs louent Orchestry pour sa facilité d'utilisation, simplifiant les flux de travail et améliorant la collaboration entre les équipes et les départements.
  • Les utilisateurs trouvent qu'Orchestry est économiseur de temps, simplifiant l'administration et permettant des actions en masse rapides et une gouvernance facile.
  • Les utilisateurs apprécient l'interface utilisateur moderne et intuitive d'Orchestry, améliorant l'utilisabilité et économisant un temps précieux.
  • Les utilisateurs louent Orchestry pour sa gestion efficace des flux de travail, améliorant la communication et l'organisation des projets entre les départements.
  • Les utilisateurs apprécient les fonctionnalités d'automatisation d'Orchestry, simplifiant la gestion des espaces de travail et améliorant la productivité globale.
Cons
  • Les utilisateurs trouvent la courbe d'apprentissage abrupte difficile, nécessitant un temps et un effort considérables pour maîtriser les fonctionnalités d'Orchestry.
  • Les utilisateurs trouvent que la configuration difficile d'Orchestry est accablante, surtout pendant la phase initiale de mise en œuvre.
  • Les utilisateurs trouvent l'interface utilisateur médiocre d'Orchestry difficile, souhaitant une interface plus intuitive et conviviale.
  • Les utilisateurs trouvent que la difficulté de configuration est accablante, nécessitant un temps et un effort considérables pour bien comprendre.
  • Les utilisateurs trouvent la configuration initiale difficile, nécessitant un temps et un effort considérables pour naviguer et personnaliser efficacement.

What Are Recent G2 Reviews of Orchestry?

SAP Business Data Cloud

SAP Business Data Cloud is a fully managed software-as-a-service (SaaS) solution that unifies and governs SAP data and connects with third-party data. As an evolution of the company's data, planning, and analytics solutions, SAP Business Data Cloud brings together SAP Datasphere, SAP Analytics Cloud, and SAP Business Warehouse with a unified experience that delivers insights across all lines of business. In addition, SAP Databricks is natively available in Business Data Cloud - bringing the power of Databricks Data Intelligence Platform capabilities to the product. SAP Business Data Cloud connects data by leveraging business data fabric principles, making it easier to discover, share, govern, and model this data. It includes SAP Databricks as a first-party data service. The platform combines prebuilt applications and data products across all lines of business. It provides fully managed, curated data products across all lines of business and eliminate the costs of data extracts. Users can build on SAP’s curated data products with their domain expertise, and deliver Intelligent Applications through the Business Data Cloud ecosystem. These intelligent applications are adaptive, AI-powered applications that learn from your data, understand business context, and act on your behalf to transform business outcomes.

Average Rating: 4.2/5.0

Total Reviews: 74

How Do G2 Users Rate SAP Business Data Cloud?

  • Roles Management: 7.7/10 (Category avg: 8.8/10)
  • Data Discovery: 7.0/10 (Category avg: 8.8/10)
  • Compliance Management: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Business Data Cloud?

  • Seller: SAP
  • Company Website:
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    141,955 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 39% Large, 29% Small

What Do G2 Reviewers Say About SAP Business Data Cloud?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SAP Business Data Cloud, facilitating seamless data integration and smoother workflows.
  • Users value the business-ready semantic layer of SAP Business Data Cloud for its real-time, actionable data access.
  • Users value the seamless data integration capabilities of SAP Business Data Cloud for efficient data management and insights.
  • Users value the single, trusted view of data provided by SAP Business Data Cloud, streamlining daily operations effectively.
  • Users value the seamless data integration of SAP Business Data Cloud, enabling unified data access for enhanced decision-making.
Cons
  • Users find the complex setup process of SAP Business Data Cloud challenging, particularly in hybrid environments.
  • Users find that integration issues make setup complex and challenging, particularly in hybrid environments.
  • Users experience a difficult learning curve due to the complexity of advanced options and integration requirements.
  • Users highlight the high cost of SAP Business Data Cloud, which complicates budget management and may deter smaller organizations.
  • Users note a steep learning curve with SAP Business Data Cloud, making it challenging for beginners to utilize effectively.

What Are Recent G2 Reviews of SAP Business Data Cloud?

OWOX

OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. With OWOX Data Marts, companies grow revenue as fast as they collect new data by enabling self-service reporting for everyone. Trusted by 165,000+ users in data teams, but also in marketing, finance, and product teams: from fast-scaling startups to global enterprises, OWOX products powers decisions across every department with data people actually trust. ‍ Self-hosted and Cloud Deployment are available to suit any data stack. Imagine a world where exploring data is as easy as driving a car, without the limitations of public transport (traditional BI dashboards) or the cost of a private driver (data analysts). That's exactly what we assure you!

Average Rating: 4.9/5.0

Total Reviews: 290

How Do G2 Users Rate OWOX?

  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind OWOX?

  • Seller: OWOX
  • Year Founded: 2002
  • HQ Location: WALNUT, California
  • Twitter: @owox
    435 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    67 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Chief Marketing Officer, CEO
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 48% Small, 43% Medium

What Do G2 Reviewers Say About OWOX?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of OWOX, finding it reliable and quick to implement without issues.
  • Users appreciate the excellent support team and flexibility of OWOX in addressing their unique needs.
  • Users value the transparency and accessibility of data ownership with OWOX, enhancing their data management capabilities.
  • Users value the excellent customer support from OWOX, appreciating their responsiveness and ongoing assistance.
  • Users value the ease of use and insightful analytics of OWOX, significantly enhancing their data-driven decisions.
Cons
  • Users face data management issues with OWOX, highlighting bugs and scheduling reliability concerns affecting their experience.
  • Users face error handling challenges with OWOX, often requiring dedicated resources for troubleshooting and issue resolution.
  • Users find the pricing structure expensive, wishing for more affordable options to enhance their experience.
  • Users feel the integration issues with third-party apps hinder the overall functionality of OWOX.
  • Users desire more step-by-step instructions and greater reliability in scheduling features for OWOX.

What Are Recent G2 Reviews of OWOX?

What Are G2 Users Discussing About OWOX?

Oracle Enterprise Manager

Oracle Enterprise Manager est la plateforme de gestion sur site d'Oracle qui fournit un tableau de bord unique pour gérer tous les déploiements Oracle, dans le centre de données ou dans le cloud. Oracle Enterprise Manager offre une meilleure visibilité et un meilleur contrôle sur l'ensemble de votre parc informatique.

Average Rating: 4.3/5.0

Total Reviews: 179

How Do G2 Users Rate Oracle Enterprise Manager?

  • Gestion des rôles: 8.1/10 (Category avg: 8.8/10)
  • Découverte de données: 8.6/10 (Category avg: 8.8/10)
  • Gestion de la conformité: 8.9/10 (Category avg: 8.9/10)
  • Facilité d’utilisation: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Oracle Enterprise Manager?

  • Vendeur: Oracle
  • Année de fondation: 1977
  • Emplacement du siège social: Austin, TX
  • Twitter: @Oracle
    827,997 abonnés Twitter
  • Page LinkedIn®: www.linkedin.com
    208,078 employés sur LinkedIn®
  • Propriété: NYSE:ORCL

Who Uses This Product?

  • Top Industries: Technologie de l'information et services, Logiciels informatiques
  • Company Size: 61% Large, 27% Medium

What Are Recent G2 Reviews of Oracle Enterprise Manager?

What Are G2 Users Discussing About Oracle Enterprise Manager?