Best Enterprise Data Governance Tools - Page 3

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 246

Category Stats (Nov 2026)

  • Average Rating: 4.46/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBuck (+12.18%) - Among all products in this category, DataBuck recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Governance Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,100+ Authentic Reviews
  • 246+ 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, Data 360 (formerly Salesforce Data Cloud), AvePoint Confidence Platform, IBM watsonx.data, Securiti, and Atlan.

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=data-360-formerly-salesforce-data-cloud&focus%5B%5D=avepoint-confidence-platform&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=securiti&focus%5B%5D=atlan&segment=enterprise)

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
    69 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 is Oracle’s on-premise management platform that provides a single dashboard to manage all Oracle deployments, in the data center or in the cloud. Oracle Enterprise Manager offers improved visibility and control across your entire IT estate.

Average Rating: 4.3/5.0

Total Reviews: 179

How Do G2 Users Rate Oracle Enterprise Manager?

  • Roles Management: 8.1/10 (Category avg: 8.8/10)
  • Data Discovery: 8.6/10 (Category avg: 8.8/10)
  • Compliance Management: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Oracle Enterprise Manager?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 61% Large, 27% Medium

What Are Recent G2 Reviews of Oracle Enterprise Manager?

What Are G2 Users Discussing About Oracle Enterprise Manager?

Informatica Data & AI Governance, Privacy

Informatica Data & AI Governance, Privacy is a comprehensive, cloud-native solution designed to empower organizations with predictive data intelligence. By integrating data discovery, cataloging, governance, and lineage capabilities, it enables businesses to find, understand, trust, and access their data assets efficiently. This unified approach simplifies collaboration between technical and business teams, ensuring that data-driven decisions are based on accurate and trustworthy information. With AI-powered automation, the platform enhances data classification, curation, and quality management, facilitating faster and more reliable analytic insights. By providing a holistic view of data relationships and lineage, Informatica Cloud Data Governance and Catalog helps organizations turn their data into a competitive advantage. Key Features and Functionality: - Automated Data Discovery and Classification: Utilizes AI to automatically find, classify, and inventory critical data across cloud and on-premises environments. - Comprehensive Data Cataloging: Creates a centralized repository of data assets, linking technical metadata with business context for enhanced understanding. - End-to-End Data Lineage: Provides visual representations of data flow and transformations, enabling users to trace data origins and assess impact. - Integrated Data Quality Management: Monitors and ensures data quality through profiling, validation, and cleansing processes. - Collaboration and Social Curation: Facilitates teamwork by allowing users to share insights, certify data assets, and engage in discussions through comments and ratings. - AI Model Governance: Manages and governs AI models alongside data, ensuring compliance and trust in AI-driven decisions. Primary Value and Problem Solved: Informatica Data & AI Governance, Privacy addresses the critical need for organizations to manage and govern their data assets effectively in an increasingly complex data landscape. By providing a unified platform that automates data discovery, classification, and quality management, it ensures that businesses can trust their data for decision-making. The solution enhances collaboration between technical and business users, linking technical metadata with business context to provide a holistic view of data assets. This comprehensive approach not only accelerates the delivery of reliable analytic insights but also ensures compliance with data governance policies, ultimately turning data into a strategic asset that drives innovation and competitive advantage.

Average Rating: 4.1/5.0

Total Reviews: 146

How Do G2 Users Rate Informatica Data & AI Governance, Privacy?

  • Roles Management: 8.5/10 (Category avg: 8.8/10)
  • Data Discovery: 9.0/10 (Category avg: 8.8/10)
  • Compliance Management: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Informatica Data & AI Governance, Privacy?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 30% Small

What Do G2 Reviewers Say About Informatica Data & AI Governance, Privacy?

AI-generated summary from verified user reviews

Pros
  • Users value the automatic discovery and governance of enterprise data, enhancing clarity and trust in data management.
Cons
  • Users often face integration issues due to complex setup and design, especially in large enterprises with legacy systems.

What Are Recent G2 Reviews of Informatica Data & AI Governance, Privacy?

What Are G2 Users Discussing About Informatica Data & AI Governance, Privacy?

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Integrate

Integrate is the Universal Lead Management Platform that serves B2B marketers as the pipeline integrity layer between your demand sources and MAP/CRM, acting as a single control layer for every marketing lead. It standardizes and governs data across channels so you run on clean, compliant, marketable leads and turn more demand into pipeline, faster. The result is cleaner data, less wasted media spend, and faster, more predictable revenue impact from every campaign. •Connect all demand sources into one governed lead flow •Normalize, de-duplicate, and enrich every lead before it reaches your MAP/CRM •Enforce global and regional compliance, consent, and suppression at ingestion •Route only marketable, qualified leads to the right systems and teams in near real time •Cut manual cleanup with automated, policy-driven lead processing and full visibility into volume, quality, speed-to-lead, and conversion across channels

Average Rating: 4.4/5.0

Total Reviews: 84

How Do G2 Users Rate Integrate?

  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Integrate?

Who Uses This Product?

  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 52% Large, 40% Medium

What Do G2 Reviewers Say About Integrate?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Integrate, appreciating its streamlined and user-friendly campaign management features.
  • Users appreciate the seamless integrations with CRM systems, making lead management effortless and efficient.
  • Users value the automated campaign setup of Integrate, which streamlines lead flow and enhances marketing efficiency.
  • Users laud the efficient customer support of Integrate, which simplifies lead management and enhances data quality.
  • Users value the accurate data validation feature of Integrate, significantly enhancing lead quality for sales teams.
Cons
  • Users find that the required knowledge for advanced features can be overwhelming due to limited training and intuitiveness.
  • Users find the time-consumption in setting up campaigns and updating multiple sources frustrating and tedious.
  • Users find the data management cumbersome due to challenges in updating multiple sources and poor field mapping.
  • Users face functionality limitations with no profiles available and cumbersome updates across multiple sources, affecting overall efficiency.
  • Users note a learning curve for advanced features, requiring time to grasp all intuitive aspects of Integrate.

What Are Recent G2 Reviews of Integrate?

What Are G2 Users Discussing About Integrate?

Minitab Connect

Minitab Connect is a data integration and analytics workflow platform that helps organizations collect, prepare, monitor, and share data from multiple sources. It provides connectors, automated data pipelines, tables, forms, dashboards, and alerts so teams can use current data for reporting and further analysis. Users can bring in data from files, databases, cloud services, and operational systems. They can organize it in tables and views, apply repeatable preparation steps, and schedule flows that refresh data without rebuilding the same report manually. Dashboards display trends, key performance indicators, and statistical charts as data changes. Monitors can notify users when defined conditions are met. Key capabilities include: - Connections to databases, cloud storage, spreadsheets, APIs, and other data sources. - Automated flows for importing, preparing, and exporting data. - Data preparation tools for cleaning, combining, and transforming datasets. - Shareable dashboards, charts, and data entry forms. - Alerts delivered in the application, by email or text, or through external requests. Minitab Connect supports business analysts, data teams, quality professionals, and operations groups that need a consistent path from scattered data to usable information. A quality team might monitor process measurements across sites; an operations group might update recurring performance reports; an analyst might prepare a dataset for statistical work. The platform can also collect new data through forms and streaming endpoints. Connect works with other Minitab products. Prepared data can be sent to Minitab Statistical Software for deeper analysis, and Connect has direct integrations with Real-Time SPC and Minitab Model Ops. Access can be managed through single sign-on, roles, user groups, and individual permissions. Minitab lists encryption in transit and at rest, multifactor authentication, and an audit log for record changes. Together, these features help teams manage recurring data workflows while controlling access to shared information.

Average Rating: 4.5/5.0

Total Reviews: 30

How Do G2 Users Rate Minitab Connect?

  • Roles Management: 8.8/10 (Category avg: 8.8/10)
  • Data Discovery: 8.5/10 (Category avg: 8.8/10)
  • Compliance Management: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Minitab Connect?

  • Seller: Minitab
  • Company Website:
  • Year Founded: 1972
  • HQ Location: State College, Pennsylvania, United States
  • Twitter: @Minitab
    5,017 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    732 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 57% Large, 33% Medium

What Do G2 Reviewers Say About Minitab Connect?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Minitab Connect, finding it accessible and intuitive for data analysis.
  • Users appreciate the efficient data integration of Minitab Connect, making seamless analysis and accessibility a breeze.
  • Users value the easy integrations of Minitab Connect, enhancing data access and efficiency across various sources.
  • Users value the seamless data integration and accessibility of Minitab Connect, enhancing their data analysis experience.
  • Users appreciate the efficiency of data integration with Minitab Connect, enabling seamless analysis and access to diverse sources.
Cons
  • Users face a high learning curve with Minitab Connect, requiring time and resources to master its features.
  • Users face a high learning difficulty with Minitab Connect, requiring time and patience to master the tool.
  • Users experience poor visualization with large datasets in Minitab Connect, finding it slow and challenging to use.
  • Users face visualization limitations with Minitab Connect, particularly regarding large datasets and complex transformations.
  • Users find the complexity of Minitab Connect frustrating, with slow transformations and a high cost relative to alternatives.

What Are Recent G2 Reviews of Minitab Connect?

What Are G2 Users Discussing About Minitab Connect?

Improvado

Improvado is the AI command center for marketing teams at enterprise brands and agencies. One AI agent with the full context of your business brings together data from 1,400+ sources, answers questions about your marketing in seconds, generates creatives, runs A/B tests and checks your data quality. Under the agent sits a complete marketing data pipeline: extraction, transformation, governance, a warehouse you control, and dashboards your team acts on. Improvado also works inside Claude, ChatGPT and Cursor through MCP, so your team can ask questions where it already works. With Improvado, it's easy to track the performance of your cross-channel efforts, calculate complex metrics such as CLV or CAC, attribute revenue to touchpoints, and recreate customer journeys. The result: less time building reports, and less time between a report and the next budget decision. Want to learn more? Book a demo at www.improvado.io.

Average Rating: 4.4/5.0

Total Reviews: 93

How Do G2 Users Rate Improvado?

  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Improvado?

  • Seller: Improvado
  • Year Founded: 2015
  • HQ Location: San Diego, US
  • Twitter: @improvadoio
    729 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    105 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Hospital & Health Care
  • Company Size: 52% Medium, 34% Small

What Do G2 Reviewers Say About Improvado?

AI-generated summary from verified user reviews

Pros
  • Users commend the timely and effective customer support provided by Improvado, enhancing their overall experience.
  • Users value the supportive team at Improvado, appreciating their timely assistance and effective onboarding process.
  • Users appreciate the seamless integrations offered by Improvado, enhancing data management and analysis across multiple platforms.
  • Users find Improvado to be intuitive, facilitating easy onboarding and setup for data connections and extractions.
  • Users value the timely support provided by Improvado's team, appreciating the efficient ticket system for assistance.
Cons
  • Users find the learning curve steep, requiring technical expertise to effectively utilize Improvado for data reporting.
  • Users find that the complexity of data alignment can hinder the effectiveness of Improvado's reports.
  • Users often face API limitations with inconsistent data delivery and insufficient reporting for data extractions.
  • Users find the complex setup daunting, especially if poor data leads to ineffective reporting.
  • Users find complex usability in Improvado, especially when aligning data and adjusting widgets.

What Are Recent G2 Reviews of Improvado?

What Are G2 Users Discussing About Improvado?

Witboost

Witboost is a pioneering platform that simplifies data product lifecycle management through automated governance and business-driven data discovery. It is designed to help organizations manage their data initiatives efficiently, ensuring compliance, strategic alignment, and collaboration. The platform enables scalable and secure data operations across diverse technology stacks, all while avoiding vendor lock-in, making it a versatile solution for modern data challenges. Targeted at data teams, platform engineers, business analysts, and IT leaders, Witboost delivers a unified experience by integrating business context, governance automation, and IT delivery workflows. This integration streamlines data product development, accelerates time-to-market, and embeds compliance into processes, significantly reducing the risks associated with traditional manual governance practices. As organizations increasingly rely on data-driven decision-making, Witboost provides the necessary tools to facilitate this transition smoothly, ensuring that data initiatives align with business objectives. A standout feature of Witboost is its computational governance engine, which empowers organizations to shift compliance left in the development process. Governance is enforced automatically through policies and guardrails that validate architecture, metadata, quality, and operational standards during both build time and runtime. This proactive approach ensures that every data product is technically robust and compliant by design, minimizing the likelihood of issues arising post-deployment. By embedding governance into the development lifecycle, Witboost helps organizations maintain high standards while fostering innovation. Central to the platform are data contracts, which allow teams to define, version, validate, and monitor agreements covering schema definitions, service level agreements (SLAs), semantics, and quality thresholds. These contracts are seamlessly integrated into change management flows, fostering trust between data producers and consumers while minimizing data friction across the enterprise. This feature enhances collaboration and ensures that all stakeholders are aligned on data expectations, ultimately leading to more effective data utilization. Witboost also offers customizable blueprints and templates that enable platform teams to define reusable golden paths. These resources guide data teams through compliant implementations, reducing cognitive load and promoting standardization without sacrificing autonomy. Additionally, the platform features a curated, business-friendly data marketplace that streamlines discovery and access. Governed and contract-bound data products are presented in a clean, searchable interface, allowing for fast, self-service access without the need for tickets or excessive friction. With the embedded AI assistant, Witty, users benefit from metadata curation and design validation, further increasing adoption and consistency while reducing manual effort. Witboost's technology-agnostic, extensible, and future-proof design also supports large organizations in scaling their data mesh initiatives with speed, safety, and real impact.

Average Rating: 4.5/5.0

Total Reviews: 19

How Do G2 Users Rate Witboost?

  • Roles Management: 9.3/10 (Category avg: 8.8/10)
  • Data Discovery: 8.1/10 (Category avg: 8.8/10)
  • Compliance Management: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Witboost?

Who Uses This Product?

  • Company Size: 74% Large, 16% Medium

What Do G2 Reviewers Say About Witboost?

AI-generated summary from verified user reviews

Pros
  • Users find Witboost excels in data discovery, enhancing collaboration and simplifying access to data through a unified approach.
  • Users value the flexibility of Witboost, simplifying data integration and enhancing overall organizational efficiency.
  • Users appreciate the comprehensive learning capabilities of Witboost, simplifying the creation and management of data platforms.
  • Users appreciate Witboost's integrated accessibility, enabling seamless collaboration and data management in one platform.
  • Users value Witboost for its centralized management, which simplifies governance, data discovery, and product development.
Cons
  • Users find Witboost's limited customization demanding, requiring significant time and dedicated resources for management.
  • Users find Witboost's interface to be complex, making it challenging to locate answers despite available documentation.
  • Users find the complex setup challenging, making it difficult to find answers even with available documentation.
  • Users find the difficult learning curve of Witboost frustrating, often struggling to locate necessary information despite documentation.
  • Users find the inadequate reporting capabilities of Witboost hinder their ability to efficiently analyze data from various sources.

What Are Recent G2 Reviews of Witboost?

Apache Ranger

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

Average Rating: 4.2/5.0

Total Reviews: 22

How Do G2 Users Rate Apache Ranger?

  • Roles Management: 9.3/10 (Category avg: 8.8/10)
  • Data Discovery: 8.9/10 (Category avg: 8.8/10)
  • Compliance Management: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Apache Ranger?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 54% Large, 35% Medium

What Are Recent G2 Reviews of Apache Ranger?

erwin Data Modeler

Part of the Quest erwin Data Management Platform, delivering industry-leading enterprise data modeling. erwin Data Modeler provides the blueprints for trusted data. Integrated with erwin Data Intelligence, it connects models to governed metadata and business context - ensuring that what’s delivered in production matches the design, so data products are accurate, governed, and AI-ready.

Average Rating: 4.2/5.0

Total Reviews: 130

How Do G2 Users Rate erwin Data Modeler?

  • Roles Management: 8.1/10 (Category avg: 8.8/10)
  • Data Discovery: 8.0/10 (Category avg: 8.8/10)
  • Compliance Management: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind erwin Data Modeler?

  • Seller: Quest Software
  • Company Website:
  • Year Founded: 1987
  • HQ Location: Austin, TX
  • Twitter: @Quest
    17,109 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,507 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 43% Small, 35% Medium

What Do G2 Reviewers Say About erwin Data Modeler?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of erwin Data Modeler, facilitating collaboration and clarity in data visualization.
  • Users value the ease of collaboration in erwin Data Modeler, enhancing alignment between technical and business teams.
  • Users appreciate the clarity in designing and visualizing database structures with erwin Data Modeler, enhancing collaboration and reducing errors.
  • Users value the ease of use for data governance in erwin Data Modeler, facilitating better collaboration and reporting.
  • Users value the seamless data management capabilities of erwin Data Modeler across various environments and data sources.
Cons
  • Users find the licensing costs high, prompting many to switch to more affordable data modeling solutions.
  • Users find the complexity of erwin Data Modeler challenging, especially for new users navigating its outdated interface.
  • Users find the difficult interface of erwin Data Modeler challenging, especially for newcomers to data modeling.
  • Users find the limited customization options of erwin Data Modeler restrict their experience and flexibility in design.
  • Users find the outdated design of erwin Data Modeler makes it challenging for new users to adapt quickly.

What Are Recent G2 Reviews of erwin Data Modeler?

What Are G2 Users Discussing About erwin Data Modeler?

Rokt mParticle

Rokt mParticle is an enterprise customer data platform (CDP), a Performance Engine that turns customer data into audiences, actions, and measurable growth. It combines a trusted hybrid data foundation with agentic and predictive intelligence so marketers can make smarter decisions, move from strategy to activation faster, and drive stronger outcomes. Across paid media and lifecycle marketing, teams use Rokt mParticle to find more high-value customers, reduce wasted acquisition spend, activate new customers, grow lifetime value, and prevent churn, with these strategies grounded in the first-party data they already own. The mParticle Agent makes this work conversational. It helps marketers explore their data and translate audience or predictive goals into proposals grounded in the events and attributes available to them. Marketers can review and refine the proposed logic before approving the result. Core capabilities include: -Hybrid architecture for activating real-time streaming and warehouse-native customer data -Advanced real-time identity resolution and continuously updated customer profiles -Audience segmentation and predictive scoring for conversion, churn, repeat purchase, and next best action -Performance Accelerators, including Match Boost, Audience Expansion, and Household Reach, to improve audience reach and activation -More than 350+ integrations, supported by enterprise data governance and privacy controls Rokt mParticle works with the tools teams already use, so brands can activate customer data without replacing their existing technology stack. Global brands including HBO Max, Spotify, JetBlue, SoFi, Burger King, Marks & Spencer, and Klarna use Rokt mParticle to make customer data actionable across their marketing programs.

Average Rating: 4.4/5.0

Total Reviews: 175

How Do G2 Users Rate Rokt mParticle?

  • Roles Management: 8.0/10 (Category avg: 8.8/10)
  • Data Discovery: 7.8/10 (Category avg: 8.8/10)
  • Compliance Management: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Rokt mParticle?

  • Seller: ROKT
  • Company Website:
  • Year Founded: 2012
  • HQ Location: New York, US
  • Twitter: @ROKT
    1,134 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    898 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager, Data Analyst
  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 53% Medium, 27% Small

What Do G2 Reviewers Say About Rokt mParticle?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of mParticle, highlighting its clear interface and effective customer data management.
  • Users appreciate the organization of customer data in mParticle, simplifying event tracking and enhancing consistency across platforms.
  • Users highlight the excellent customer support from mParticle, making implementations seamless and enhancing their experience.
  • Users appreciate the functional and easy-to-use interface of mParticle by Rokt for managing customer data effectively.
  • Users value the automation efficiency of mParticle, streamlining data management and enhancing integration across multiple platforms.
Cons
  • Users find the complexity of mParticle daunting, with a steep learning curve hindering effective use for newcomers.
  • Users struggle with the steep learning curve of mParticle, finding it overwhelming and complex for new users.
  • Users find the complex configuration challenging, especially during the steep learning curve and integration process.
  • Users face a steep learning curve with mParticle, making navigation and configuration quite challenging and time-consuming.
  • Users find the difficult setup cumbersome, requiring extensive effort from engineering and PMs for marketing access.

What Are Recent G2 Reviews of Rokt mParticle?

What Are G2 Users Discussing About Rokt mParticle?

SAS Data Management

SAS Data Management is a comprehensive solution designed to transform raw data into a valuable business asset by improving, integrating, managing, and governing data across an organization. It enables users to access data from various sources, create rules, collaborate with teams, and manage metadata, thereby preparing data for analytics and informed decision-making. Key Features and Functionality: - Data Access and Integration: Seamlessly access data from diverse sources, including legacy systems and modern platforms like Hadoop, ensuring comprehensive data integration. - Data Quality and Cleansing: Utilize embedded tools to automatically identify and rectify data quality issues, reducing errors and inconsistencies. - Data Preparation: Prepare data for analytics and reporting in a self-service environment without the need for coding or IT assistance, enhancing productivity. - Data Governance: Implement consistent policies and processes to ensure data conforms to established standards and regulatory requirements. - Personal Data Protection: Identify and monitor personal data sources to comply with privacy regulations such as GDPR. - Data Federation and Stewardship: Simplify data integration complexities with a virtual data environment that delivers a complete data picture in a user-friendly format. Primary Value and Solutions Provided: SAS Data Management addresses the critical need for organizations to manage their data effectively, turning it into a strategic asset. By providing a unified platform for data access, integration, quality, governance, and master data management, it eliminates the need for multiple, overlapping tools. This consolidation leads to improved data accuracy, streamlined operations, and enhanced decision-making capabilities. Organizations can ensure that all internal and third-party data remains clean and well-managed, facilitating compliance with regulatory standards and enabling more efficient and effective business processes.

Average Rating: 4.1/5.0

Total Reviews: 97

How Do G2 Users Rate SAS Data Management?

  • Ease of Use: 7.3/10 (Category avg: 8.7/10)

Who Is the Company Behind SAS Data Management?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Higher Education, Research
  • Company Size: 51% Large, 26% Small

What Do G2 Reviewers Say About SAS Data Management?

AI-generated summary from verified user reviews

Pros
  • Users find SAS Data Management easy to use, enjoying its intuitive interface and supportive features for data preparation.
  • Users value the powerful analytics capabilities of SAS Data Management for data preparation and transformation tasks.
  • Users appreciate the robust data cleaning tools in SAS Data Management, ensuring accuracy and consistency in analytics projects.
  • Users value the robust data cleaning and standardization tools of SAS Data Quality, enhancing data accuracy and consistency.
  • Users value the strong data transformation capabilities of SAS Data Management, ensuring efficient and effective data manipulation.
Cons
  • Users find SAS Data Management to be expensive, which may limit access for smaller businesses with budget constraints.
  • Users find the interface difficult and not user-friendly, making navigation challenging for those less experienced with SAS.
  • Users find that the slow performance of SAS Data Management hampers efficiency when dealing with large and complex datasets.
  • Users find that the training required for SAS Data Management can be a barrier for less technical individuals.
  • Users find the complexity of SAS Data Management limits accessibility, requiring advanced statistics knowledge for effective use.

What Are Recent G2 Reviews of SAS Data Management?

What Are G2 Users Discussing About SAS Data Management?

timextender

Timextender is a metadata-driven data platform that helps organizations build AI-ready data infrastructure up to 10x faster. The Timextender Data Platform unifies four modules, Data Integration, Data Enrichment, Data Quality, and Orchestration, that together automate the ingestion, governance, and delivery of data across the storage platform of your choice. Timextender is designed to help businesses manage their data infrastructure without extensive manual coding, giving data teams direct control over accuracy, governance, and the pace at which they can put trusted data to work.

Average Rating: 4.3/5.0

Total Reviews: 146

How Do G2 Users Rate timextender?

  • Roles Management: 6.7/10 (Category avg: 8.8/10)
  • Data Discovery: 7.1/10 (Category avg: 8.8/10)
  • Compliance Management: 7.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind timextender?

  • Seller: timextender
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Aarhus, DK
  • Twitter: @timextender
    17,630 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    90 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Business Intelligence Consultant, Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 33% Small

What Do G2 Reviewers Say About timextender?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Timextender's drag-and-drop interface makes data management efficient and accessible.
  • Users praise the responsive customer support of TimeXtender, enhancing their overall experience and satisfaction.
  • Users value the automation features of TimeXtender, streamlining data integration and enhancing development efficiency.
  • Users appreciate the user-friendly interface of TimeXtender, making it easy to get started and focus on design.
  • Users appreciate the time-saving capabilities of TimeXtender, enhancing workflow efficiency and simplifying data management.
Cons
  • Users experience limitations in functionality with TimeXtender, struggling with offline issues and lack of features for collaboration.
  • Users face a steep learning curve with Data Management in TimeXtender, finding it complex and limited in functionality.
  • Users face challenges due to poor documentation, making it difficult to navigate and fully utilize TimeXtender.
  • Users face a steep learning curve with TimeXtender, struggling with complex features and limited coding assistance.
  • Users experience unexpected behavior and connectivity issues with TimeXtender, complicating data handling and project deployment.

What Are Recent G2 Reviews of timextender?

What Are G2 Users Discussing About timextender?

OneTrust Privacy Automation

OneTrust Privacy Automation is a software designed to simplify compliance, automate privacy operations, and enable the responsible use of data and AI across an organization's full data estate. The software provides consent management, data subject request automation, and integrated risk management capabilities by leveraging evergreen data mapping, real-time compliance monitoring, and privacy and AI risk workflows. It automates governance across privacy, security, IT, third-party, and AI risk domains and reduces manual compliance effort through policy enforcement applied across the entire data lifecycle. OneTrust Privacy Automation addresses regulatory and operational risk challenges by enabling seamless collaboration between data teams and risk teams within a single governed platform. The software supports use cases including privacy program management, AI risk governance, data subject rights fulfillment, and compliance reporting for more than 14,000 customers globally across enterprise and mid-market organizations.

Average Rating: 4.3/5.0

Total Reviews: 144

How Do G2 Users Rate OneTrust Privacy Automation?

  • Roles Management: 8.3/10 (Category avg: 8.8/10)
  • Data Discovery: 8.8/10 (Category avg: 8.8/10)
  • Compliance Management: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind OneTrust Privacy Automation?

  • Seller: OneTrust
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Atlanta, Georgia
  • Twitter: @OneTrust
    6,566 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,522 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Protection Officer
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 46% Large, 40% Medium

What Do G2 Reviewers Say About OneTrust Privacy Automation?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of OneTrust Privacy Automation, benefiting from its organized and centralized platform.
  • Users value the unified dashboard of OneTrust Privacy Automation for comprehensive security and privacy oversight.
  • Users value the comprehensive all-in-one platform of OneTrust Privacy Automation, streamlining privacy tasks efficiently and effectively.
  • Users value the centralization and automation of privacy workflows, enhancing compliance and reducing manual effort efficiently.
  • Users value the centralized automation of privacy workflows, enhancing compliance efficiency and reducing manual effort significantly.
Cons
  • Users find the learning difficulty of OneTrust Privacy Automation challenging, requiring significant time and training for setup.
  • Users find the complexity of OneTrust Privacy Automation challenging, requiring significant time and training for effective configuration.
  • Users find the complexity of the setup process daunting, requiring significant time and training for proper configuration.
  • Users find the steep learning curve of OneTrust Privacy Automation challenging, particularly for teams lacking support.
  • Users find the complex implementation of OneTrust Privacy Automation overwhelming, requiring significant time and training for setup.

What Are Recent G2 Reviews of OneTrust Privacy Automation?

Tealium

Tealium is a customer data orchestration platform designed to connect customer engagement data across an organization in real time. By bringing together data from web, mobile, server-side, cloud, and offline sources, Tealium helps brands build a complete and current view of the customer, then take action on that data across teams, systems, and channels. Tealium is designed for marketing, data, analytics, customer experience, and IT teams that need trusted customer data for personalization, audience management, analytics, and operational decision-making. It helps organizations collect and standardize event data, resolve identity into persistent profiles, enrich data with business logic and real-time context, and activate that data across downstream tools. Tealium also supports consent enforcement across collection and activation, helping teams govern customer data as it moves through the stack. Key capabilities of Tealium include tag management, API-based and server-side data collection, profile unification, audience and event activation, and data delivery across a broad integration ecosystem. Tealium works with existing technology investments and data clouds, rather than requiring a rip-and-replace approach, and supports real-time, scheduled, and triggered activation patterns. It can also prepare clean, consented customer context for AI models and agents, then help activate resulting outputs across channels. Globally, organizations use Tealium to connect customer data from web, mobile, server-side, API, cloud, and offline sources, build persistent profiles with real-time identity resolution and enrichment, activate audiences and signals through real-time, scheduled, and triggered workflows, and enforce consent and governance controls across collection, orchestration, and activation. For organizations that need customer data to be usable everywhere decisions are made, Tealium provides one governed foundation for turning customer data into action.

Average Rating: 4.3/5.0

Total Reviews: 452

How Do G2 Users Rate Tealium?

  • Roles Management: 8.1/10 (Category avg: 8.8/10)
  • Data Discovery: 6.9/10 (Category avg: 8.8/10)
  • Compliance Management: 7.6/10 (Category avg: 8.9/10)
  • Ease of Use: 7.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Tealium?

  • Seller: Tealium
  • Company Website:
  • Year Founded: 2011
  • HQ Location: San Diego, CA
  • Twitter: @tealium
    4,730 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    546 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Web Analyst
  • Top Industries: Financial Services, Retail
  • Company Size: 48% Large, 29% Medium

What Do G2 Reviewers Say About Tealium?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Tealium for unifying customer data and managing tags efficiently.
  • Users value the unification of customer data in Tealium, streamlining their workflow and enhancing data management efficiency.
  • Users appreciate the seamless integrations of Tealium, enabling efficient data unification from diverse sources in real-time.
  • Users value the real-time processing of Tealium, enabling seamless integration and activation of customer data efficiently.
  • Users value the easy integration of Tealium, enhancing their workflow by unifying customer data seamlessly across tools.
Cons
  • Users find the steep learning curve of Tealium challenging, particularly for non-technical individuals navigating its complex interface.
  • Users find the difficult learning curve of Tealium challenging, especially for those lacking technical expertise or support.
  • Users struggle with complexity in Tealium's interface and learning curve, making navigation and use challenging for newcomers.
  • Users struggle with the steep learning curve of Tealium, finding it complex and overwhelming without proper guidance.
  • Users struggle with the steep learning curve of Tealium, finding it complex and challenging, especially without proper onboarding.

What Are Recent G2 Reviews of Tealium?

What Are G2 Users Discussing About Tealium?

Select Star

Select Star is a modern data governance platform that helps organizations manage and understand their data at scale, enabling AI, analytics, and self-service across the business. It automatically catalogs datasets, traces end-to-end lineage, and builds a shared business glossary and semantic layer, so teams can confidently work with trusted data. With a user-friendly data portal and built-in automation, Select Star supports use cases including data democratization, data governance, semantic layers, and cloud data migrations serving as a foundational layer for enterprise AI and data initiatives.

Average Rating: 4.5/5.0

Total Reviews: 55

How Do G2 Users Rate Select Star?

  • Roles Management: 8.2/10 (Category avg: 8.8/10)
  • Data Discovery: 9.2/10 (Category avg: 8.8/10)
  • Compliance Management: 8.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind Select Star?

  • Seller: Select Star
  • Year Founded: 2020
  • HQ Location: San Francisco, CA
  • Twitter: @selectstarhq
    389 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Real Estate
  • Company Size: 51% Medium, 38% Large

What Do G2 Reviewers Say About Select Star?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Select Star, allowing effortless integration and efficient data management.
  • Users value the insightful data lineage offered by Select Star, enhancing understanding and management of data effectively.
  • Users value the clean and intuitive UI of Select Star, enhancing data discovery and simplifying complex tasks.
  • Users value the easy data discovery features of Select Star, significantly simplifying navigation in complex data models.
  • Users value the ease of data discovery in Select Star, enhancing their ability to locate and analyze metadata efficiently.
Cons
  • Users find limited functionality in Select Star, wishing for broader insights and enhanced reporting capabilities.
  • Users face lineage limitations with Select Star, struggling to visualize dependencies and access permissions in complex queries.
  • Users note a complex setup for Select Star, especially in configuring a unified project for dbt mesh ecosystems.
  • Users find difficult learning curves with Select Star, requiring clearer guidance for quicker value extraction.
  • Users find the expertise required for Select Star to be a barrier, seeking more accessible guidance for faster value.

What Are Recent G2 Reviews of Select Star?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated