Best Data Governance Tools for Small Business - Page 2

How Many Data Governance Tools Products Does G2 Track?

Total Products under this Category: 306

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
  • 14,300+ Authentic Reviews
  • 306+ 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, Egnyte, IBM watsonx.data, Data 360 (formerly Salesforce Data Cloud), Snowflake, IBM watsonx.governance, SAS Viya, and Domo.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-governance-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=egnyte&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-governance&focus%5B%5D=sas-sas-viya&focus%5B%5D=domo&segment=small-business)

Orchestry

Orchestry is a Microsoft 365 management and automation platform that accelerates cost savings, storage reduction, sprawl prevention and risk remediation. Our platform is purpose-built with an emphasis on user experience and actionability so you can implement and start making an impact in days, not weeks. Orchestry streamlines workspace provisioning and lifecycle management, automates manual governance tasks, identifies and prioritizes potential risks, and consolidates data into centralized reports and dashboards. It goes beyond native capabilities so you can get control of your tenant, prevent future issues, scale with confidence, and get ready for AI fast.

Average Rating: 4.8/5.0

Total Reviews: 103

How Do G2 Users Rate Orchestry?

  • Roles Management: 9.4/10 (Category avg: 8.8/10)
  • Data Discovery: 8.7/10 (Category avg: 8.8/10)
  • Compliance Management: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Orchestry?

  • Seller: Orchestry Software Inc.
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Vancouver, British Columbia
  • Twitter: @OrchestrySoft
    459 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Consultant
  • Top Industries: Information Technology and Services, Consulting
  • Company Size: 42% Medium, 42% Small

What Do G2 Reviewers Say About Orchestry?

AI-generated summary from verified user reviews

Pros
  • Users commend Orchestry for its ease of use, simplifying workflows and enhancing collaboration across teams and departments.
  • Users find Orchestry to be time-saving, simplifying administration and allowing for quick bulk actions and easy governance.
  • Users appreciate the modern and intuitive user interface of Orchestry, enhancing usability and saving valuable time.
  • Users praise Orchestry for its effective workflow management, enhancing communication and project organization across departments.
  • Users appreciate the capabilities for governance and improved management in Orchestry, transforming their Microsoft 365 environment positively.
Cons
  • Users find the steep learning curve challenging, requiring significant time and effort to master Orchestry's features.
  • Users find the steep learning curve of Orchestry requires significant time and effort for customization and setup.
  • Users find the initial setup challenging, requiring significant time and effort to navigate and customize effectively.
  • Users find the difficult setup of Orchestry to be overwhelming, especially during the initial implementation phase.
  • Users find the poor UI of Orchestry challenging, wishing for a more intuitive and user-friendly interface.

What Are Recent G2 Reviews of Orchestry?

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?

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?

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Coalesce

Coalesce is the data operating layer for analytics and AI. It unifies data transformation, cataloging, and quality in one governed platform. Coalesce Transform, Coalesce Catalog, and Coalesce Quality share one metadata layer, one set of definitions, and one governance model. • One system, not a stitched toolchain: Transform, Catalog, and Quality share one metadata layer, one set of definitions, and one governance model. • Govern every actor, human or AI: an agent follows the same standards, approvals, and lineage as an engineer in the IDE. • A purpose-built place to review AI's work: the visual graph, node inspection, and column-level lineage let humans verify agent-built pipelines before they ship, with an audit trail that separates agent from human work. • Request to production in one flow: no handoffs across tools and teams; governed by default. Coalesce Transform: Build, automate, and govern data transformations—with agents, within the UI, or directly through code. Engineers work in the visual builder, the IDE, or locally through Coalesce Desktop and the coa CLI. Every pipeline compiles to optimized SQL with column-level lineage, reusable Node Types and Packages, and validation on every change. Coalesce Catalog: Discover, document, and govern every data asset with AI. Catalog connects across your stack, documents assets with AI, and keeps lineage, ownership, and definitions current automatically—so people and AI agents work from the same understanding of the data. Coalesce Quality: Monitor, test, and validate data with observability built into the pipeline. Tests, rules, and anomaly monitors run as part of the pipeline. When something breaks, lineage-aware alerting shows what's affected, who owns it, and where the failure started. Built for humans and AI agents: Coalesce Copilot turns natural-language intent into governed transformations. Scout, an always-on data SRE, triages issues and proposes fixes for human review. Transform MCP, Catalog MCP, and Quality MCP let AI agents like Claude Code read metadata, traverse lineage, check quality, and make governed changes under the same standards as engineers. Coalesce never stores data at rest, encrypts data in motion, and runs production refreshes inside your data platform. Leading data teams use Coalesce to resolve incidents 5× faster, deliver migrations and projects 4× faster, and reclaim 50%+ of warehouse compute.

Average Rating: 4.7/5.0

Total Reviews: 118

How Do G2 Users Rate Coalesce?

  • Roles Management: 8.2/10 (Category avg: 8.8/10)
  • Data Discovery: 9.1/10 (Category avg: 8.8/10)
  • Compliance Management: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Coalesce?

  • Seller: Coalesce
  • Company Website:
  • Year Founded: 2020
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    104 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 63% Medium, 23% Large

What Do G2 Reviewers Say About Coalesce?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Coalesce, finding it intuitive and accessible for all experience levels.
  • Users value the automation capabilities of Coalesce, which significantly streamline data transformation and save time.
  • Users commend the excellent customer support of Coalesce, highlighting its responsiveness and dedication to user needs.
  • Users value the intuitive UI of Coalesce, making it easy for everyone to use and implement quickly.
  • Users love Coalesce for its user-friendly interface and seamless integration with Snowflake, enhancing data transformation efficiency.
Cons
  • Users often face UI design issues that hinder navigation and usability, affecting their overall experience with Coalesce.
  • Users face integration issues with Coalesce, particularly with limited options and challenges in managing git functionalities.
  • Users find the learning curve challenging due to the lack of comprehensive online courses and deep dives on features.
  • Users find limitations in credential management and customization options, hindering their overall experience with Coalesce.
  • Users find the poor documentation lacks depth, making it challenging to understand features and best practices effectively.

What Are Recent G2 Reviews of Coalesce?

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?

LogicGate

LogicGate is the Leading AI GRC Platform for the Enterprise, giving governance, risk, and compliance teams the flexibility, scalability, and intuitive automation and orchestration they need to move faster and with confidence. Built on the Risk Cloud platform, LogicGate combines a holistic, real-time view of enterprise-wide risk with AI-driven workflows and seamless integrations to deliver actionable intelligence across more than 30 purpose-built, no-code applications. In 2026, LogicGate introduced a new generation of AI Agents spanning Third-Party Risk Management, Enterprise Risk Management, AI Governance, and Business Continuity — repositioning Risk Cloud as the agentic orchestration layer for enterprise GRC, with practitioners serving as the judgment layer inside autonomous, auditable workflows. LogicGate helps risk teams quantify their impact, align with business priorities, and move beyond compliance, supporting sustainable growth, improved operational efficiency, and a dynamic, predictive approach to risk and resilience.

Average Rating: 4.6/5.0

Total Reviews: 207

How Do G2 Users Rate LogicGate?

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

Who Is the Company Behind LogicGate?

  • Seller: LogicGate
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Chicago, IL
  • Twitter: @LogicGate
    842 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    252 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Insurance
  • Company Size: 52% Large, 38% Medium

What Do G2 Reviewers Say About LogicGate?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of LogicGate, finding it simple to navigate and configure effortlessly.
  • Users value the customizability of LogicGate, enabling tailored solutions that meet their unique organizational needs.
  • Users value the customizable frameworks of LogicGate, enabling quick adaptations and enhancing professional workflow efficiency.
  • Users appreciate the customizable frameworks of LogicGate, enjoying the ease of tailoring solutions to their needs.
  • Users find LogicGate intuitive and user-friendly, facilitating automation and alignment with ERM policies without technical assistance.
Cons
  • Users feel that the improvement needed in LogicGate includes more detailed history logs and enhanced GUI design.
  • Users find the learning difficulty significant, especially without prior GRC experience, complicating the initial setup process.
  • Users find the missing features in LogicGate, like detailed history logs and dashboard limitations, frustrating and time-consuming.
  • Users find the initial setup challenging without prior GRC experience, complicating the overall functionality of LogicGate.
  • Users find the inadequate reporting in LogicGate frustrating, seeking more detailed insights and easier workflow customization.

What Are Recent G2 Reviews of LogicGate?

What Are G2 Users Discussing About LogicGate?

Compliance Manager GRC

Compliance Manager GRC reduces IT risk by ensuring compliance with government or industry standards, as well as with the IT requirements included in any business contract, insurance policy, or your own IT security policies and procedures. Automated Compliance Process. Automates data gathering, issue management and the documentation required for any internal or external auditor through a web-based portal that's accessible from anywhere at any time from any computer. Continuous, Automated Compliance Monitoring. Move beyond point-in-time assessments. Compliance Monitor runs in the background, continuously scanning and verifying endpoint configurations to ensure real-time compliance with CIS Benchmarks and regulatory frameworks. Risk Manager. Gain a clear, up-to-date view of IT security, data security and compliance risks in one place. Quickly identify vulnerabilities and gaps before they become serious issues. Automate risk identification, assign priorities and generate Plans of Action and Milestones (POAM) to focus efforts on the most critical security and compliance risks. Eliminate guesswork with an intuitive risk dashboard that highlights key risks and recommended actions, empowering IT teams to make informed decisions quickly and effectively. Customized governance and compliance management. Manage multiple compliance standards at the same time in one centralized platform. Work from built-in compliance templates that you can modify or build your own standards from scratch with your specific controls and procedures. Dynamic reports and documentation. Automatically generates comprehensive evidence of compliance in the event of an audit. Instantly produce up-to-date policies and procedures manuals, risk analysis reports, plans of action and supporting documents. Track common controls across multiple standards. Eliminate duplication of effort managing the same control for multiple requirements in different standards. Customizable libraries of controls and requirements. Large libraries of controls and requirements are included. You can easily modify them to create your own standards. Built-in end user training, tracking and reporting Train and test users on IT security awareness to reduce risk. Track and report on user training participation and attestation to policy documents.

Average Rating: 4.1/5.0

Total Reviews: 118

How Do G2 Users Rate Compliance Manager GRC?

  • Roles Management: 7.1/10 (Category avg: 8.8/10)
  • Data Discovery: 6.8/10 (Category avg: 8.8/10)
  • Compliance Management: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Compliance Manager GRC?

  • Seller: Kaseya
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Miami, FL
  • Twitter: @KaseyaCorp
    17,411 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,483 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 77% Small, 19% Medium

What Do G2 Reviewers Say About Compliance Manager GRC?

AI-generated summary from verified user reviews

Pros
  • Users value the guidance through compliance processes of Compliance Manager GRC, enabling effective certification alignment.
  • Users find the ease of use of Compliance Manager GRC exceptional, simplifying setup and integration processes significantly.
  • Users value the efficiency in managing compliance documentation with Compliance Manager, enhancing client interactions and data tracking.
  • Users value the seamless integrations and ease of use with Compliance Manager GRC across multiple frameworks and organizations.
  • Users appreciate the user-friendly interface of Compliance Manager GRC, making compliance management efficient and scalable.
Cons
  • Users find the difficult setup of Compliance Manager GRC to be cumbersome and lengthy for newcomers.
  • Users find the reporting inadequate, as reports lack executive summaries and are often too lengthy and repetitive.
  • Users find a lack of guidance in using Compliance Manager GRC, making onboarding and applying controls challenging.
  • Users find the feature deficiencies in Compliance Manager GRC limit its effectiveness and usability for comprehensive compliance management.
  • Users experience integration issues that hinder functionality and complicate the setup with other applications.

What Are Recent G2 Reviews of Compliance Manager GRC?

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?

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: 131

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?

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. Cloudera Anywhere Cloud™: Build and scale applications across any environment. The modular hybrid data and AI platform engineered for the agentic era empowers teams to deploy production-grade data and AI workloads across multi-cloud, on-premises, and sovereign environments while maintaining digital sovereignty. 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: 208

How Do G2 Users Rate Cloudera?

  • Ease of Use: 8.4/10 (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
    3,505 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, 33% 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?

SAP Information Steward

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

Average Rating: 4.3/5.0

Total Reviews: 32

How Do G2 Users Rate SAP Information Steward?

  • Roles Management: 8.3/10 (Category avg: 8.8/10)
  • Data Discovery: 8.2/10 (Category avg: 8.8/10)
  • Compliance Management: 7.9/10 (Category avg: 8.9/10)
  • Ease of Use: 7.6/10 (Category avg: 8.7/10)

Who Is the Company Behind SAP Information Steward?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 36% Medium, 33% Small

What Are Recent G2 Reviews of SAP Information Steward?

What Are G2 Users Discussing About SAP Information Steward?

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?

Securiti

Securiti is a software designed to enable the safe and governed use of data and generative AI through a centralized DataAI Command Center. The software provides unified data intelligence, security controls, and orchestration capabilities by leveraging a hybrid multicloud architecture that spans on-premises and cloud environments. It automates data security and privacy workflows and reduces compliance risk through integrated governance and policy enforcement across all data sources. Securiti addresses enterprise data trust challenges by centralizing visibility and control over data assets used to power AI, ensuring that data usage remains compliant with internal policies and external regulations. The software supports use cases including data security, privacy management, AI governance, and regulatory compliance for large global enterprises across computer software and retail industries.

Average Rating: 4.6/5.0

Total Reviews: 111

How Do G2 Users Rate Securiti?

  • Roles Management: 9.0/10 (Category avg: 8.8/10)
  • Data Discovery: 9.1/10 (Category avg: 8.8/10)
  • Compliance Management: 9.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Securiti?

  • Seller: Veeam
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Kirkland, WA
  • Twitter: @veeam
    51,541 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,515 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Banking
  • Company Size: 59% Large, 20% Medium

What Do G2 Reviewers Say About Securiti?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Securiti, benefiting from its straightforward setup and intuitive interface.
  • Users commend the professional and responsive customer support of Securiti, enhancing their overall experience with the tool.
  • Users praise Securiti for its user-friendly interface and innovative features that streamline privacy management seamlessly.
  • Users value the responsive and helpful support from Securiti, enhancing collaboration and operational efficiency.
  • Users appreciate Securiti's robust automation for privacy tasks, enhancing efficiency and ensuring compliance effortlessly.
Cons
  • Users report that Securiti's complexity can lead to challenging configurations and a steep learning curve for effective use.
  • Users face a steep learning curve with Securiti, requiring significant training to navigate its complex features effectively.
  • Users find the implementation issues of Securiti time-consuming and complex, requiring significant expertise and coordination.
  • Users find the complexity issues of Securiti can complicate implementation and require significant expertise.
  • Users find the learning difficulty of Securiti frustrating, requiring extensive training to fully utilize its features.

What Are Recent G2 Reviews of Securiti?

What Are G2 Users Discussing About Securiti?

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?

Improvado

Improvado is the Marketing AI Command Center for enterprise brands and agencies: a marketing data platform with an AI agent on top. Connect any of 1,400+ data sources, and the data lands in one shared model. The agent then answers questions, builds reports, runs audits and applies fixes after you approve them. AI agent. Ask in plain English where budget was wasted, what changed in the pipeline last week or which creatives are showing fatigue, and get real numbers from your own data. The same agent can build a CMO dashboard, set up a data pipeline to your warehouse, analyze every creative and support marketing mix modeling. MCP. Improvado also works inside the AI tools your team already uses. One MCP connection lets Claude, ChatGPT, Codex, Cursor or your own agent access your governed marketing data. Sign-in uses OAuth, agents never see your credentials, and every account change needs your approval first. Knowledge Graph. Data alone does not tell an agent how your business works. The Knowledge Graph holds that context: how your team names campaigns, which markets count as EMEA, your target CPA and the experiments you already ran. The agent checks it before answering, so nobody has to explain the same rules to the next agent. The underlying platform. Improvado handles extraction, loading, transformation, marketing data governance and reporting, with a warehouse you control. 46,000+ metrics are mapped to one model, so "cost" in Google Ads and "spend" in Meta count as the same metric. Send data to Snowflake, BigQuery, Databricks or Redshift, and report in Looker Studio, Tableau or Power BI. Security. A SOC 2 Type II report, a DPA covering GDPR and CCPA, and Business Associate Agreements for HIPAA on Growth and Enterprise. Customer story. ASUS saves 90 hours a week on data preparation. What G2 reviewers say: "With Improvado, it takes one prompt." - Clara O., Sr Paid Media Strategist "The ability to set up new data connections, extractions, blends, and integrations just by prompting it in natural language is a huge plus for me." - Charly M., Paid Media Director "integrations across 17 data sources and more than 220 accounts and properties in multiple countries" - Valeria S., IT Business Intelligence Project Manager "helped inform million-dollar decisions for our organization" - Jonathan H., Business Intelligence Analyst "Another important benefit is that Improvado manages connector maintenance and API version updates." - Valeria S., IT Business Intelligence Project Manager "I've been impressed by how quickly they turn customer requests into product improvements and continue to innovate ahead of our needs." - Verified User in Manufacturing Plans. MCP Only starts at $100 a month. Managed plans start at $20,000 a year, and Enterprise adds hands-on professional services. 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
  • Company Website:
  • 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?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated