# Best Master Data Management (MDM) Tools - Page 2 ## How Many Master Data Management (MDM) Tools Products Does G2 Track? **Total Products under this Category:** 145 ### Category Stats (Aug 2026) - **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Stibo Systems MDM (+1.13%) - Among all products in this category, Stibo Systems MDM recorded the largest rating increase compared to last month _Last updated: August 05, 2026_ ## How Does G2 Rank Master Data Management (MDM) Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 9,000+ Authentic Reviews - 145+ 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 Master Data Management (MDM) Tools ![G2 Grid® for Master Data Management (MDM) Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/master-data-management-mdm/grids.png?focus%5B%5D=29430&focus%5B%5D=1173013&focus%5B%5D=815&focus%5B%5D=18988&focus%5B%5D=10387&focus%5B%5D=69255&focus%5B%5D=2519&focus%5B%5D=8343) Highlighted products: SAP Master Data Governance (MDG), Salesforce Data 360 (formerly Data Cloud), Boomi, Syndigo, Profisee, ON EBX, Stibo Systems MDM, and Akeneo PIM. Underlying data: [Grid® JSON](https://www.g2.com/categories/master-data-management-mdm/grids.json?focus%5B%5D=sap-master-data-governance-mdg&focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=boomi&focus%5B%5D=syndigo-syndigo&focus%5B%5D=profisee&focus%5B%5D=on-ebx&focus%5B%5D=stibo-systems-mdm&focus%5B%5D=akeneo-pim) **Sponsored** ### ChannelEngine ChannelEngine connects brands and retailers to 1300+ marketplaces worldwide, offering a single platform to manage your product data, inventory, orders, and pricing across all online channels. With smart automation and seamless integration, we enable you to sell more, grow faster, and stay in control. Our scalable and reliable platform keeps your operations running smoothly, ensuring long-term success as your business grows. Headquartered in Leiden, Netherlands, with global offices in New York, Berlin, Paris and Dubai, we guide leading brands like Unilever, Sanofi, Philips, and Sonos on their marketplace expansion. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=411&secure%5Bchosen_at%5D=2026-08-08T16%3A03%3A52Z&secure%5Bdisplayable_resource_id%5D=359&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=94863&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=94863&secure%5Bresource_id%5D=411&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmaster-data-management-mdm%3FhsCtaTracking%3Db90676c9-eb04-431c-a22f-d657b8e1e5a4%257C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441%26page%3D2&secure%5Btoken%5D=8e9c20fa0412d496b91fea2a237fd3776c04db62ae19d032fa43c2b8a6e63e52&secure%5Burl%5D=https%3A%2F%2Fwww.channelengine.com%2Flp%2Fproduct-listing-software-na%3Futm_source%3Dg2%26utm_medium%3Dppc%26utm_campaign%3Dmultichannel&secure%5Burl_type%5D=custom_url) ### [Insycle](https://www.g2.com/products/insycle/reviews) Insycle is a powerful and intuitive solution that keeps your CRM data clean, accurate, and organized. Insycle integrates with HubSpot, Salesforce, Pipedrive, and more, giving users the power to achieve and maintain pristine customer data. Insycle centralizes data management processes, including deduplication, data standardization, data enrichment, and field management — all in a no-code environment. Insycle doesn’t just stop at cleaning your data—it empowers your entire team to make better, more informed decisions. Whether you’re a marketer segmenting your audience, a sales leader refining your pipeline, or an operations professional maintaining data hygiene, Insycle provides the comprehensive tools you need to keep your CRM data in top shape. For users with both HubSpot and Salesforce, Insycle is uniquely able to ensure the sync between the platforms doesn’t break as well as identify duplicates and inconsistencies and give you the tools to fix them in a few clicks. Insycle’s most-loved features include: Deduplication: Analyze millions of records in seconds and get a detailed report of all duplicates. Use flexible matching and bulk merging to quickly eliminate duplicates. And automatically avoid creating duplicates for new records. Data Standardization: Standardize data in any field and create your own processes and templates to solve unique standardization problems. Works on any CRM data field — across contacts, companies, and deals. Data Maintenance Automation: Automate your data-management processes with workflows. Use the CRM Health Assessment tool to run reports and identify data issues. Recognized for its ease of use, robust functionality, and outstanding customer support, Insycle is the go-to solution for businesses looking to eliminate data chaos, enhance data quality, and turn their CRM into a powerful, growth-driving asset — just check out our reviews! Go to www.insycle.com to get a 14-day free trial. **Average Rating:** 4.6/5.0 **Total Reviews:** 208 #### How Do G2 Users Rate Insycle? - **Data Governance:** 8.9/10 (Category avg: 9.0/10) - **Data Masking:** 8.3/10 (Category avg: 8.4/10) - **Hierarchy Management:** 8.9/10 (Category avg: 8.7/10) - **Ease of Use:** 7.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind Insycle? - **Seller:** [Insycle](https://www.g2.com/sellers/insycle) - **Company Website:** www.insycle.com - **Year Founded:** 2016 - **HQ Location:** New York - **Twitter:** @insycle 289 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=28f2eaaab0ca6d9570bf349c24f43b613cc30fe924f2bdf1e81f60473dfdc402&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10940435%2F&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Marketing Manager, Revenue Operations Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 50% Medium, 43% Small #### What Do G2 Reviewers Say About Insycle? _AI-generated summary from verified user reviews_ ##### Pros - Users find **Insycle's ease of use** exceptional, thanks to its customization, automation, and supportive resources for learning. - Users appreciate Insycle's **data accuracy** , effectively eliminating duplicates and ensuring consistency for better data management. - Users appreciate the **effective duplicate management** of Insycle, streamlining the cleanup of CRM data effortlessly. - Users value the **seamless HubSpot integration** of Insycle, greatly improving data accuracy and efficiency. - Users appreciate the **responsive customer support** of Insycle, ensuring quick assistance and a smooth onboarding experience. ##### Cons - Users find the **learning curve steep** , making the platform initially daunting and complex to navigate effectively. - Users find the platform **not user-friendly** , with a steep learning curve and a complex interface deterring usage. - Users find Insycle **expensive** , especially for larger HubSpot accounts with high record counts affecting value. - Users struggle with the **complexities of parameters and confusing UI** , making the experience less efficient and frustrating. - Users find the **user interface not intuitive** , leading to confusion and difficulty in navigating the platform's features. #### What Are Recent G2 Reviews of Insycle? **["Cleaning Up Years of Messy HubSpot Data Made Simple"](https://www.g2.com/survey_responses/insycle-review-13138797)** **Rating:** 4.5/5.0 stars _— Rob B._ [Read full review](https://www.g2.com/survey_responses/insycle-review-13138797) **["Insycle Keeps Our CRMs Duplicate-Free with Powerful Automations and Great Support"](https://www.g2.com/survey_responses/insycle-review-13159829)** **Rating:** 5.0/5.0 stars _— Alena S._ [Read full review](https://www.g2.com/survey_responses/insycle-review-13159829) #### What Are G2 Users Discussing About Insycle? - [What is Insycle used for?](https://www.g2.com/discussions/what-is-insycle-used-for) ### [Pimcore](https://www.g2.com/products/pimcore/reviews) Pimcore is an analyst-recognized provider of enterprise data and experience management technology, enabling companies to scale Product Experience Management (PXM) across complex ecosystems. Founded in 2013 and headquartered in Salzburg, Austria, Pimcore is trusted by 118,000+ companies worldwide. The Pimcore Platform unifies PIM, MDM, DAM, CDP, DXP/CMS, and Digital Commerce into a composable suite to aggregate, govern, and enrich product content and data—supporting consistent, personalized experiences across channels. Pimcore has been recognized in Gartner’s 2025 Magic Quadrant for Digital Experience Platforms. **Average Rating:** 4.5/5.0 **Total Reviews:** 40 #### How Do G2 Users Rate Pimcore? - **Ease of Use:** 8.2/10 (Category avg: 8.4/10) #### Who Is the Company Behind Pimcore? - **Seller:** [pimcore](https://www.g2.com/sellers/pimcore) - **Company Website:** www.pimcore.com - **Year Founded:** 2009 - **HQ Location:** Salzburg, Austria - **Twitter:** @pimcore 1,630 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4f323c9d5173084a0d92f79c0a5537561e9d688d2fea7d164dd9e3a37b5200a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3505853&secure%5Burl_type%5D=linkedin_company_website) 82 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 48% Medium, 33% Small #### What Do G2 Reviewers Say About Pimcore? _AI-generated summary from verified user reviews_ ##### Pros - Users value Pimcore's **ease of use** , enabling efficient management of data and experiences through a single interface. - Users value Pimcore's **all-in-one solutions** , eliminating the need for multiple applications while streamlining data management and publishing. - Users value Pimcore's **simplicity in asset management** , benefiting from a streamlined, single interface for complex workflows. - Users value the **customizability** of Pimcore, enabling tailored solutions that streamline data management and workflows efficiently. - Users value the **data centralization** in Pimcore, streamlining processes and making management efficient and cohesive. ##### Cons - Users find Pimcore has a **steep learning curve** , requiring time and effort to configure independently. - Users previously found Pimcore to be **very complex** , although improvements in Pimcore Studio have addressed this issue. - Users express concern over **developer challenges** , wishing for more independence from integrators for changes. - Users find the **difficulty learning** Pimcore challenging, requiring significant time and support for configuration. - Users find Pimcore to be **expensive** , especially considering the steep learning curve and the need for additional support. #### What Are Recent G2 Reviews of Pimcore? **["Pim-Core as a Single Source of Truth—8-Language Publishing Like Clockwork"](https://www.g2.com/survey_responses/pimcore-review-12349541)** **Rating:** 4.5/5.0 stars _— Ofir M._ [Read full review](https://www.g2.com/survey_responses/pimcore-review-12349541) **["Simplicity and Flexibility Combined in One Platform"](https://www.g2.com/survey_responses/pimcore-review-12364959)** **Rating:** 4.5/5.0 stars _— Dietmar R._ [Read full review](https://www.g2.com/survey_responses/pimcore-review-12364959) #### What Are G2 Users Discussing About Pimcore? - [What is Pimcore used for?](https://www.g2.com/discussions/what-is-pimcore-used-for) - 1 comment - [What does Pimcore do?](https://www.g2.com/discussions/what-does-pimcore-do) - [What is a PIM tool?](https://www.g2.com/discussions/what-is-a-pim-tool) - [Is Pimcore free?](https://www.g2.com/discussions/is-pimcore-free) - [What is Pimcore good for?](https://www.g2.com/discussions/what-is-pimcore-good-for) ### [Informatica Master Data Management Cloud](https://www.g2.com/products/informatica-master-data-management-cloud/reviews) Master Data Management **Average Rating:** 4.2/5.0 **Total Reviews:** 11 #### How Do G2 Users Rate Informatica Master Data Management Cloud? - **Data Governance:** 6.7/10 (Category avg: 9.0/10) - **Data Masking:** 5.8/10 (Category avg: 8.4/10) - **Hierarchy Management:** 6.7/10 (Category avg: 8.7/10) - **Ease of Use:** 8.2/10 (Category avg: 8.4/10) #### Who Is the Company Behind Informatica Master Data Management Cloud? - **Seller:** [Informatica](https://www.g2.com/sellers/informatica) - **Year Founded:** 1993 - **HQ Location:** Redwood City, CA - **Twitter:** @Informatica 99,643 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06f93f9659c25422bea5c34037117512928a659c5d640bb989ed85a85cdb1252&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3858%2F&secure%5Burl_type%5D=linkedin_company_website) 2,802 employees on LinkedIn® - **Ownership:** NYSE: INFA #### Who Uses This Product? - **Company Size:** 158% Large, 42% Small #### What Are Recent G2 Reviews of Informatica Master Data Management Cloud? **["This is the product to maintain the golden record"](https://www.g2.com/survey_responses/informatica-master-data-management-cloud-review-5046571)** **Rating:** 4.5/5.0 stars _— Mayank S._ [Read full review](https://www.g2.com/survey_responses/informatica-master-data-management-cloud-review-5046571) **["Worked as developer for healthcare company to perform data integration etl jobs"](https://www.g2.com/survey_responses/informatica-master-data-management-cloud-review-1689374)** **Rating:** 4.0/5.0 stars _— Nimita S._ [Read full review](https://www.g2.com/survey_responses/informatica-master-data-management-cloud-review-1689374) #### What Are G2 Users Discussing About Informatica Master Data Management Cloud? - [What is master data management in Informatica?](https://www.g2.com/discussions/what-is-master-data-management-in-informatica) - [What are the characteristics of Informatica MDM makes it unique in the marketplace?](https://www.g2.com/discussions/what-are-the-characteristics-of-informatica-mdm-makes-it-unique-in-the-marketplace) - [What is MDM in cloud?](https://www.g2.com/discussions/what-is-mdm-in-cloud) - [What is master data management What are the benefits of MDM?](https://www.g2.com/discussions/what-is-master-data-management-what-are-the-benefits-of-mdm) ### [Oracle MDM](https://www.g2.com/products/oracle-mdm/reviews) Oracle MDM is a platform that delivers consolidated, master data across your enterprise and distributes the information to all operational and analytical applications. **Average Rating:** 3.9/5.0 **Total Reviews:** 18 #### How Do G2 Users Rate Oracle MDM? - **Data Governance:** 8.3/10 (Category avg: 9.0/10) - **Data Masking:** 8.3/10 (Category avg: 8.4/10) - **Hierarchy Management:** 7.5/10 (Category avg: 8.7/10) - **Ease of Use:** 7.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind Oracle MDM? - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle 827,997 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website) 208,078 employees on LinkedIn® - **Ownership:** NYSE:ORCL #### Who Uses This Product? - **Top Industries:** Information Technology and Services - **Company Size:** 61% Large, 26% Medium #### What Are Recent G2 Reviews of Oracle MDM? **["Oracle MDM meets modern data management needs with tools to make changes on the fly"](https://www.g2.com/survey_responses/oracle-mdm-review-4897044)** **Rating:** 4.0/5.0 stars _— Verified User in Financial Services_ [Read full review](https://www.g2.com/survey_responses/oracle-mdm-review-4897044) **["Oracle MDM for data uniformity, quality & governance"](https://www.g2.com/survey_responses/oracle-mdm-review-6794826)** **Rating:** 4.0/5.0 stars _— Senthil Kumarr M._ [Read full review](https://www.g2.com/survey_responses/oracle-mdm-review-6794826) #### What Are G2 Users Discussing About Oracle MDM? - [What is a feature of enterprise data management?](https://www.g2.com/discussions/what-is-a-feature-of-enterprise-data-management) - [What are the four types of MDM?](https://www.g2.com/discussions/what-are-the-four-types-of-mdm) - [What are the components of MDM?](https://www.g2.com/discussions/what-are-the-components-of-mdm) - [What is Oracle MDM tool?](https://www.g2.com/discussions/what-is-oracle-mdm-tool) ### [Semarchy xDM](https://www.g2.com/products/semarchy-xdm/reviews) Semarchy xDM is the single platform for managing and governing customer, supplier, employee (HR), product, financial, asset, location, supply chain and reference data in the Intelligent Data Hub™. With xDM, users regain ownership of the enterprise critical data and easily define and enforce corporate policies. Organizations of all sizes and industries benefit from a full set of features to build production-ready operational and analytical applications in a single environment: Data Discovery: Access any source, profile data, discover critical assets, and build data catalogs. Data Integration: Connect applications and external data in real-time or batch with REST APIs. Data Management: Deploy apps for data champions & users with built-in data quality, match/merge & more… Data Governance: Build business glossaries, define & enforce policies with rules and business processes. Analytics: Analyze metrics on any data, define ad-hoc KPIs, and take actions with Dashboards. Semarchy xDM approach, which is implemented in an iterative fashion, to how and who manages data, resolves the most pressing challenge of data-driven organizations, which is to give more control to business users. **Average Rating:** 4.8/5.0 **Total Reviews:** 19 #### How Do G2 Users Rate Semarchy xDM? - **Data Governance:** 9.3/10 (Category avg: 9.0/10) - **Data Masking:** 9.3/10 (Category avg: 8.4/10) - **Hierarchy Management:** 9.7/10 (Category avg: 8.7/10) - **Ease of Use:** 8.9/10 (Category avg: 8.4/10) #### Who Is the Company Behind Semarchy xDM? - **Seller:** [Semarchy](https://www.g2.com/sellers/semarchy) - **Year Founded:** 2011 - **HQ Location:** Phoenix, US - **Twitter:** @Semarchy 2,105 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2eab6a06ab873df569253a58923585caf210517fbb41fa86d9911fa12177c109&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1813384%2F&secure%5Burl_type%5D=linkedin_company_website) 184 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 62% Small, 24% Medium #### What Are Recent G2 Reviews of Semarchy xDM? **["Great product. Innovative Company."](https://www.g2.com/survey_responses/semarchy-xdm-review-5055287)** **Rating:** 5.0/5.0 stars _— Preston G._ [Read full review](https://www.g2.com/survey_responses/semarchy-xdm-review-5055287) **["Sermachy Master Data Management makes work easier and more practical"](https://www.g2.com/survey_responses/semarchy-xdm-review-4649457)** **Rating:** 5.0/5.0 stars _— Sandro Roberto L._ [Read full review](https://www.g2.com/survey_responses/semarchy-xdm-review-4649457) #### What Are G2 Users Discussing About Semarchy xDM? - [Is Semarchy cloud based?](https://www.g2.com/discussions/is-semarchy-cloud-based) - [What does a master data manager do?](https://www.g2.com/discussions/semarchy-xdm-what-does-a-master-data-manager-do) - [What does semarchy do?](https://www.g2.com/discussions/what-does-semarchy-do) - [What is xDM Semarchy?](https://www.g2.com/discussions/what-is-xdm-semarchy) ### [Syniti Knowledge Platform](https://www.g2.com/products/syniti-syniti-knowledge-platform/reviews) A comprehensive enterprise data management solution designed to handle various data initiatives, the Syniti Knowledge Platform (SKP) integrates capabilities for data migration, quality, governance, and master data management into one unified platform. SKP aims to deliver trustworthy, optimized, and actionable data across businesses, ensuring successful digital transformations with minimal disruption. Able to support the most complex migrations, such as transitioning to SAP S/4HANA, SKP’s unified data management capabilities drive better business outcomes. SKP is an essential tool for enterprises looking to manage their data effectively and leverage it for strategic advantage. Its comprehensive features and benefits make it a valuable asset for any business aiming to improve data quality, governance, and overall management. SKP helps businesses achieve successful digital transformations with minimal disruption. **Average Rating:** 4.2/5.0 **Total Reviews:** 14 #### How Do G2 Users Rate Syniti Knowledge Platform? - **Data Governance:** 10.0/10 (Category avg: 9.0/10) - **Data Masking:** 10.0/10 (Category avg: 8.4/10) - **Hierarchy Management:** 10.0/10 (Category avg: 8.7/10) - **Ease of Use:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Syniti Knowledge Platform? - **Seller:** [Syniti](https://www.g2.com/sellers/syniti) - **Year Founded:** 1996 - **HQ Location:** Needham, MA - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a584f50806139afb9756ee5a61fd461144777c60d601367afbda63db7e43ba57&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbackoffice-associates&secure%5Burl_type%5D=linkedin_company_website) 391 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 71% Large, 43% Medium #### What Are Recent G2 Reviews of Syniti Knowledge Platform? **["A perfect platform for Knowledge & Data Management"](https://www.g2.com/survey_responses/syniti-knowledge-platform-review-7388793)** **Rating:** 4.5/5.0 stars _— Sajjad S._ [Read full review](https://www.g2.com/survey_responses/syniti-knowledge-platform-review-7388793) **["Best Data Management and Analyzing Software"](https://www.g2.com/survey_responses/syniti-knowledge-platform-review-7427689)** **Rating:** 4.5/5.0 stars _— Suraj N._ [Read full review](https://www.g2.com/survey_responses/syniti-knowledge-platform-review-7427689) ### [DataMatch Enterprise](https://www.g2.com/products/datamatch-enterprise/reviews) DataMatch Enterprise is a highly visual desktop data cleansing application specifically designed to resolve customer and contact data quality issues. The suite consists of scalable configurations for deduplication & record linking, suppression, enhancement, extraction, and standardization of business and customer data. **Average Rating:** 4.2/5.0 **Total Reviews:** 26 #### How Do G2 Users Rate DataMatch Enterprise? - **Ease of Use:** 7.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind DataMatch Enterprise? - **Seller:** [Data Ladder](https://www.g2.com/sellers/data-ladder-10f55001-d8a6-46ec-85ba-8ba34829b252) - **Company Website:** www.dataladder.com - **Year Founded:** 2006 - **HQ Location:** Cambridge, MA - **Twitter:** @DataLadder 1,863 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4bac023e37a4267f839090d51d90a186f3751c2f61675dfc979254cf94d4fde7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2227450%2F&secure%5Burl_type%5D=linkedin_company_website) 23 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Internet, Marketing and Advertising - **Company Size:** 67% Medium, 19% Small #### What Are Recent G2 Reviews of DataMatch Enterprise? **["Great product and great customer service"](https://www.g2.com/survey_responses/datamatch-enterprise-review-6892128)** **Rating:** 5.0/5.0 stars _— Qian L._ [Read full review](https://www.g2.com/survey_responses/datamatch-enterprise-review-6892128) **["Great software for cleaning up names and addresses!!"](https://www.g2.com/survey_responses/datamatch-enterprise-review-5449677)** **Rating:** 5.0/5.0 stars _— Chris C._ [Read full review](https://www.g2.com/survey_responses/datamatch-enterprise-review-5449677) #### What Are G2 Users Discussing About DataMatch Enterprise? - [What is DataMatch Enterprise used for?](https://www.g2.com/discussions/what-is-datamatch-enterprise-used-for) ### [Ataccama ONE](https://www.g2.com/products/ataccama-one/reviews) Ataccama ONE is a data trust platform that helps organizations improve data quality, monitor data reliability, govern enterprise data assets, and prepare trusted data for analytics and AI initiatives. Designed for complex cloud, on-premises, and hybrid environments, the platform is used by data governance teams, data quality managers, data engineers, analytics teams, and AI programs that require accurate, governed, and auditable data. The platform combines data quality, data observability, data catalog, data lineage, and reference data management in a unified solution. Organizations use Ataccama ONE to identify and resolve data issues, support regulatory compliance, improve confidence in reporting and AI outputs, and streamline enterprise data management operations. The platform also includes the ONE AI Agent, which helps automate tasks such as metadata enrichment, anomaly detection, rule recommendations, and documentation workflows. Ataccama ONE supports use cases including AI readiness, cloud migration, data modernization, regulatory compliance, and data product development. It is used across industries such as financial services, insurance, telecommunications, healthcare, manufacturing, and energy, where trusted data is critical for operational and strategic decision-making. Key capabilities include: - Data quality and observability tools for profiling, validating, monitoring, and improving data across systems and pipelines - Data catalog and lineage capabilities that help users discover, understand, and trace data assets and transformations - Reference data management for maintaining standardized business values across applications and business units - AI-assisted automation through the ONE AI Agent to support rule creation, anomaly remediation recommendations, and metadata management - Connectivity to cloud platforms, databases, data warehouses, BI tools, and AI ecosystems through built-in connectors and MCP server support **Average Rating:** 4.2/5.0 **Total Reviews:** 11 #### How Do G2 Users Rate Ataccama ONE? - **Data Governance:** 8.3/10 (Category avg: 9.0/10) - **Data Masking:** 8.3/10 (Category avg: 8.4/10) - **Hierarchy Management:** 8.9/10 (Category avg: 8.7/10) - **Ease of Use:** 8.5/10 (Category avg: 8.4/10) #### Who Is the Company Behind Ataccama ONE? - **Seller:** [Ataccama](https://www.g2.com/sellers/ataccama) - **Company Website:** www.ataccama.com - **Year Founded:** 2007 - **HQ Location:** Toronto, Canada - **Twitter:** @ataccama 3,086 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=122fc4e5eb0f0668305695e97f6496f4a5187bbf463580127e402f7747680177&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fataccama&secure%5Burl_type%5D=linkedin_company_website) 483 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 42% Small, 42% Large #### What Do G2 Reviewers Say About Ataccama ONE? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **responsive customer support** of Ataccama ONE, enhancing their overall experience with the product. - Users appreciate the **customizable interface** of Ataccama ONE, enhancing their overall experience with tailored functionalities. - Users appreciate the **customizable interface** of Ataccama ONE, which enhances their overall user experience. - Users appreciate the **ease of use** of Ataccama ONE, finding its UI intuitive and customizable. - Users appreciate the **easy-to-use and customizable UI** of Ataccama ONE, enhancing their overall experience and satisfaction. ##### Cons - Users find Ataccama ONE **very complicated** , indicating a steep learning curve is necessary for effective use. - Users find Ataccama ONE to have a **difficult learning curve** that hinders effective use of its features. - Users find the **difficulty learning** Ataccama ONE due to its complicated desktop interface and lack of guidance. - Users find Ataccama ONE's interface **very complicated** , indicating a steep learning curve for effective usage. - Users find Ataccama ONE has a **learning difficulty** , making it complicated to master the desktop experience. #### What Are Recent G2 Reviews of Ataccama ONE? **["Powerful Data Quality Checks with Room for Improvement"](https://www.g2.com/survey_responses/ataccama-one-review-12848802)** **Rating:** 4.5/5.0 stars _— Siva M._ [Read full review](https://www.g2.com/survey_responses/ataccama-one-review-12848802) **["Data Quality Tool for Business Users"](https://www.g2.com/survey_responses/ataccama-one-review-10444033)** **Rating:** 5.0/5.0 stars _— Karthika S._ [Read full review](https://www.g2.com/survey_responses/ataccama-one-review-10444033) ### [Triniti Master Data Management](https://www.g2.com/products/triniti-master-data-management/reviews) Triniti Master Data Management is the next generation of multi-domain master data management. It is an emerging category called application data management which goes beyond traditional semantic consistency and make master data actionable in applications that consume master data. It supports, Product, Customer and GL Account. **Average Rating:** 4.3/5.0 **Total Reviews:** 8 #### How Do G2 Users Rate Triniti Master Data Management? - **Data Governance:** 10.0/10 (Category avg: 9.0/10) - **Data Masking:** 10.0/10 (Category avg: 8.4/10) - **Hierarchy Management:** 10.0/10 (Category avg: 8.7/10) - **Ease of Use:** 8.5/10 (Category avg: 8.4/10) #### Who Is the Company Behind Triniti Master Data Management? - **Seller:** [Triniti](https://www.g2.com/sellers/triniti) - **Year Founded:** 1997 - **HQ Location:** Davie, US - **Twitter:** @TrinitiCorp 69 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=460b01c56117d71278e2861f8ad7aa9f084269d469cd59d1db278dbc27f2354b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18908%2F&secure%5Burl_type%5D=linkedin_company_website) 361 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 63% Medium, 50% Large #### What Are Recent G2 Reviews of Triniti Master Data Management? **["Functional and Reliable Multiple Big Data Management Tool."](https://www.g2.com/survey_responses/triniti-master-data-management-review-9583378)** **Rating:** 4.5/5.0 stars _— Juddy K._ [Read full review](https://www.g2.com/survey_responses/triniti-master-data-management-review-9583378) **["Great product for data modelling with excellent data source integration capability"](https://www.g2.com/survey_responses/triniti-master-data-management-review-9890286)** **Rating:** 4.5/5.0 stars _— Alexandra V._ [Read full review](https://www.g2.com/survey_responses/triniti-master-data-management-review-9890286) ### [SPARETECH](https://www.g2.com/products/sparetech/reviews) SPARETECH’s enterprise MRO software enables maintenance and procurement teams in manufacturing to reliably reduce spend and optimize inventory by sourcing spare parts inside or outside their production network and stop buying parts they already have. To achieve our vision of a zero-waste industrial sharing economy, we leverage the industry’s largest spare part catalog and proprietary matching technology to provide AI-powered recommendations for daily decision-making. SPARETECH offering: - Global Spare Parts Search Search with any information in any field: part numbers, descriptions, or other details to quickly find the exact part you need. No training required. - Automated BOM Check Shorten spare parts list processing time and avoid duplicates by identifying the parts you already have, and create new materials with original material data. - Data Lifecycle Management Your path to MRO excellence starts with data. Deduplicate, enrich records with original manufacturer information and proactively manage discontinuations. - Digital Workflow Create, update, and optimize your material master data efficiently through customized processes and AI-enhanced recommendations. **Average Rating:** 4.8/5.0 **Total Reviews:** 7 #### How Do G2 Users Rate SPARETECH? - **Data Governance:** 8.7/10 (Category avg: 9.0/10) - **Data Masking:** 7.7/10 (Category avg: 8.4/10) - **Hierarchy Management:** 7.3/10 (Category avg: 8.7/10) - **Ease of Use:** 9.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind SPARETECH? - **Seller:** [SPARETECH](https://www.g2.com/sellers/sparetech) - **Year Founded:** 2018 - **HQ Location:** Stuttgart, DE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=833144ee689c63bb97648ec5f40666805220a5ba13fe1f4eabb3a1628b615c45&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsparetech-io%2F&secure%5Burl_type%5D=linkedin_company_website) 93 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 86% Large, 14% Small #### What Do G2 Reviewers Say About SPARETECH? _AI-generated summary from verified user reviews_ ##### Pros - Users find SPARETECH to be remarkably **easy to use** , streamlining spare parts management with efficient automation and integration. - Users highlight the **advanced analytics** of SPARETECH, driving efficiency and reducing costs through informed decision-making. - Users value the **automation of spare parts management** in SPARETECH, enhancing efficiency and reducing costs significantly. - Users benefit from SPARETECH's **cost reduction capabilities** , improving efficiency and simplifying spare parts management. - Users value the **excellent customer support** from SPARETECH, enhancing their overall experience and satisfaction. #### What Are Recent G2 Reviews of SPARETECH? **["User-friendly tool elevates transparency and data quality of spare parts to a new level"](https://www.g2.com/survey_responses/sparetech-review-10786907)** **Rating:** 5.0/5.0 stars _— Verified User in Food Production_ [Read full review](https://www.g2.com/survey_responses/sparetech-review-10786907) **["Exceptional Innovation and Support with Remarkable Cost Reduction"](https://www.g2.com/survey_responses/sparetech-review-10746721)** **Rating:** 5.0/5.0 stars _— Daniel K._ [Read full review](https://www.g2.com/survey_responses/sparetech-review-10746721) ### [Zeenea](https://www.g2.com/products/zeenea/reviews) "Zeenea is the Data Discovery Platform built for everyone to find, trust, and unlock the value of enterprise data. The cloud platform features two modern user experiences: Zeenea Studio is the application designed for data experts to save time managing, documenting, and governing data with maximum automation; while Zeenea Explorer enables business users to gain productivity by finding the data assets they need across all enterprise information. Zeenea’s built-in scanners and APIs enable organizations to automatically collect, consolidate, and link metadata from their data ecosystem. With a powerful knowledge graph and smart search engine, data teams can activate all enterprise metadata through a single source of truth. Zeenea helps dozens of organizations worldwide democratize data, including BPCE Group, Club Med, Generali, Renault, Société Générale, Solactive and Stellantis. Zeenea's SOC 2 Type II-certified solutions include a Data Catalog, a Business Glossary, Data Lineage, Data Quality, Data Governance, Data Stewardship, Data Privacy, Regulatory Compliance, Cloud Transformation." **Average Rating:** 4.4/5.0 **Total Reviews:** 12 #### How Do G2 Users Rate Zeenea? - **Data Governance:** 8.7/10 (Category avg: 9.0/10) - **Data Masking:** 8.7/10 (Category avg: 8.4/10) - **Hierarchy Management:** 8.3/10 (Category avg: 8.7/10) - **Ease of Use:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Zeenea? - **Seller:** [Zeenea](https://www.g2.com/sellers/zeenea) - **Year Founded:** 2017 - **HQ Location:** Paris, √éle-de-France - **Twitter:** @ZeeneaSoftware 248 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8b5cf5613ea5066f453ebef932e841e0ccc64313942216b04ac458389f233395&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzeenea&secure%5Burl_type%5D=linkedin_company_website) 26 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 25% Small #### What Are Recent G2 Reviews of Zeenea? **["Innovation"](https://www.g2.com/survey_responses/zeenea-review-7309996)** **Rating:** 5.0/5.0 stars _— Shahzad A._ [Read full review](https://www.g2.com/survey_responses/zeenea-review-7309996) **["Efficient functionality"](https://www.g2.com/survey_responses/zeenea-review-7441352)** **Rating:** 5.0/5.0 stars _— Gilbert W._ [Read full review](https://www.g2.com/survey_responses/zeenea-review-7441352) ### [OpenDQ](https://www.g2.com/products/opendq/reviews) OpenDQ Matrix360 is an enterprise-level data quality, master data management, knowledge graph, and data governance solution designed to help organizations achieve reliable and accurate data management without incurring licensing costs. This innovative platform is built on a modular architecture, allowing it to adapt to evolving enterprise needs and scale seamlessly as data management requirements grow. OpenDQ Matrix360 is particularly beneficial for organizations focused on enhancing data integrity, improving operational efficiency, and making confident, data-driven decisions. Targeting businesses of all sizes, OpenDQ Matrix360 serves data professionals, analysts, and decision-makers who require a robust framework for managing their data assets across multiple domains and geographies. The solution is designed to facilitate the management of diverse data types, including customer, product, vendor, and reference data, making it an ideal choice for organizations looking to streamline their data operations. By providing a comprehensive suite of tools, OpenDQ Matrix360 empowers users to maintain high standards of data quality and governance, ultimately supporting better business outcomes. One of the standout features of OpenDQ Matrix360 is its zero license cost model, which replaces traditional licensing fees with a simple annual support fee. This approach not only frees up budget for delivery and scaling but also allows organizations to invest more in their data initiatives. The platform includes a powerful rules engine for visual authoring of validation and rule enforcement, enabling users to implement data quality standards at scale. Additionally, the integrated knowledge graph offers visual exploration, schema design, and AI-powered discovery, ensuring that master data records are synchronized and fully audited. OpenDQ Matrix360 also excels in providing comprehensive data lineage capabilities, allowing organizations to trace data from its source to consumption through a graph-based, end-to-end lineage system. This feature is complemented by a unified business glossary and data catalog, which enhances metadata governance and technical metadata harvesting. The platform's enterprise search capabilities, driven by AI workflows, further streamline data retrieval and analysis, while the AI workspace supports various machine learning and AI-driven workflows, making it a versatile tool for modern data management. By unifying data quality, master data management, and knowledge graphs into a single governed platform, OpenDQ Matrix360 delivers a scalable foundation of trust that organizations can rely on for every analytic, operational, and AI-driven workflow. Its modular architecture allows users to deploy only the components they need, ensuring that the solution can grow and evolve alongside their data management requirements. **Average Rating:** 5.0/5.0 **Total Reviews:** 6 #### How Do G2 Users Rate OpenDQ? - **Data Governance:** 10.0/10 (Category avg: 9.0/10) - **Data Masking:** 9.2/10 (Category avg: 8.4/10) - **Hierarchy Management:** 9.4/10 (Category avg: 8.7/10) - **Ease of Use:** 9.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind OpenDQ? - **Seller:** [Infosolve Technologies](https://www.g2.com/sellers/infosolve-technologies) - **Company Website:** www.infosolvetech.com - **Year Founded:** 2003 - **HQ Location:** Princeton, US - **Twitter:** @InfosolveTech 1 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9a69b78db2eb010ef3a3807e6baa3d1f6bb90c7d0d178f7d3fdccdf78a486945&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfosolve-technologies-inc%2F&secure%5Burl_type%5D=linkedin_company_website) 8 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Medium, 33% Small #### What Do G2 Reviewers Say About OpenDQ? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **zero licensing cost model** of OpenDQ, enabling worry-free usage without record or user limitations. - Users commend OpenDQ for its **speed, flexibility, and extensive features** , making data management seamless and efficient. - Users value the **automation capabilities** of OpenDQ, appreciating its scalability and seamless integration with various systems. - Users value the **automation features** of OpenDQ, enhancing efficiency and simplifying data management processes effectively. - Users value the **excellent customer support** from OpenDQ, appreciating the rapid assistance and knowledgeable technical team. ##### Cons - Users suggest that OpenDQ's **poor documentation** needs improvement, with multimedia training being a helpful addition. #### What Are Recent G2 Reviews of OpenDQ? **["Fast, Flexible, Scalable—OpenDQ’s Deep MDM Data Quality Features Shine"](https://www.g2.com/survey_responses/opendq-review-12334458)** **Rating:** 5.0/5.0 stars _— Sachidanand P._ [Read full review](https://www.g2.com/survey_responses/opendq-review-12334458) **["Multi-Domain Master Data Management with Customer Data Platform integration"](https://www.g2.com/survey_responses/opendq-review-10593014)** **Rating:** 5.0/5.0 stars _— Verified User in Retail_ [Read full review](https://www.g2.com/survey_responses/opendq-review-10593014) #### What Are G2 Users Discussing About OpenDQ? - [What is OpenDQ used for?](https://www.g2.com/discussions/what-is-opendq-used-for) ### [Reltio Connected Data Platform](https://www.g2.com/products/reltio-connected-data-platform/reviews) Reltio offers the industry's first cloud-native, multi-domain MDM SaaS solution. By offering next-generation master data management, the Reltio Connected Data Platform leverages a cloud-native, multi-tenant architecture and our ecosystem to enable speed, agility and flexibility at scale, and facilitate successful digital transformation projects. Companies across industries rely on Reltio to deliver mission-critical, secure, unified, reliable and real-time data at scale to create connected experiences for their customers, partners, prospects, users and employees. If you are a Data Innovator and want to position your company to win in the experience economy, let's talk! **Average Rating:** 3.3/5.0 **Total Reviews:** 6 #### How Do G2 Users Rate Reltio Connected Data Platform? - **Data Governance:** 7.5/10 (Category avg: 9.0/10) - **Data Masking:** 9.2/10 (Category avg: 8.4/10) - **Hierarchy Management:** 9.2/10 (Category avg: 8.7/10) - **Ease of Use:** 7.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind Reltio Connected Data Platform? - **Seller:** [Reltio](https://www.g2.com/sellers/reltio) - **Year Founded:** 2011 - **HQ Location:** Redwood City, California, United States - **Twitter:** @Reltio 1,491 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ee96ef49017860bd2c044881fc933f8096b4e5d66e3d7b8ae4184d3dbf5f193e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freltio-inc&secure%5Burl_type%5D=linkedin_company_website) 582 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Large, 33% Medium #### What Are Recent G2 Reviews of Reltio Connected Data Platform? **["Best MDM tool I have come across"](https://www.g2.com/survey_responses/reltio-connected-data-platform-review-8643744)** **Rating:** 4.5/5.0 stars _— Verified User in Food & Beverages_ [Read full review](https://www.g2.com/survey_responses/reltio-connected-data-platform-review-8643744) **["Reltio Connected Data Platform"](https://www.g2.com/survey_responses/reltio-connected-data-platform-review-7651757)** **Rating:** 4.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/reltio-connected-data-platform-review-7651757) #### What Are G2 Users Discussing About Reltio Connected Data Platform? - [Is Reltio a CDP?](https://www.g2.com/discussions/is-reltio-a-cdp) - [How much does Reltio cost?](https://www.g2.com/discussions/how-much-does-reltio-cost) - [How does Reltio MDM work?](https://www.g2.com/discussions/how-does-reltio-mdm-work) ### [beVault (formerly dataFactory)](https://www.g2.com/products/bevault-formerly-datafactory/reviews) beVault is a cutting-edge data warehouse automation software designed to accelerate the deployment of your data warehouse or data platform by up to five times using the Data Vault 2.0 methodology. By automating 95% of the code generation, beVault eliminates the need for manual coding, allowing you to visually design your data models based on business concepts and seamlessly integrate them with your data sources. Key Features: - Rapid Deployment: Accelerate your data warehouse automation processes, enabling the rapid creation and deployment of new business cases five times faster, reducing time-to-market and keeping your business agile. - Business-Centric Interface: beVault’s user-friendly interface fosters collaboration between IT and business teams, allowing everyone to co-construct data models without technical barriers, enhancing efficiency. - Comprehensive Data Quality Management: With its embedded data quality framework, beVault enables organizations to leverage the benefits of Data Vault to apply data quality controls on data sources, business concepts, and attributes. Measure your data quality over time and engage your teams with data stewardship functionalities. - Triple Automation: beVault automates the generation of code for your data models, streamlines workflows and their execution, and automatically produces comprehensive documentation. This integrated approach accelerates your data projects, reduces manual effort and risk of error, while ensuring consistency across all stages of your data management process. - Flexible Deployment: Deploy beVault on-premises, in the cloud, or in a hybrid environment, ensuring maximum flexibility to meet your organization's specific needs. Experience the transformative power of beVault and upgrade your data management strategy. Start for free today or book a demo to explore how beVault can help you reach your data goals faster and with fewer resources. beVault supports multiple architecture such as Data Mesh, Data Lake and Lakehouse. **Average Rating:** 4.8/5.0 **Total Reviews:** 11 #### How Do G2 Users Rate beVault (formerly dataFactory)? - **Data Governance:** 8.9/10 (Category avg: 9.0/10) - **Data Masking:** 7.9/10 (Category avg: 8.4/10) - **Hierarchy Management:** 8.3/10 (Category avg: 8.7/10) - **Ease of Use:** 8.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind beVault (formerly dataFactory)? - **Seller:** [dFakto](https://www.g2.com/sellers/dfakto-b7951c6f-7231-4a04-8e22-8d515af1280d) - **Year Founded:** 2000 - **HQ Location:** Etterbeek, BE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1e76f3dc19f8e5819d682454505301b09ef3d51faaf880e241172d7ec47df297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdfakto&secure%5Burl_type%5D=linkedin_company_website) 36 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 64% Medium, 27% Small #### What Do G2 Reviewers Say About beVault (formerly dataFactory)? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **automation capabilities** of beVault, enhancing data quality and maximizing their team's efficiency. - Users commend the **helpful customer support** provided by dFakto, greatly assisting during implementations and operations. - Users benefit from the **high data accuracy** of beVault, improving data quality through automation and efficiency. - Users find beVault's **ability to enhance data quality** through automation invaluable for maximizing team efficiency. - Users value the **data security** provided by beVault, ensuring safe operations and finance management across various systems. ##### Cons - Users find the **complex setup** of beVault challenging, requiring assistance from the support team for implementation. - Users find the **difficult setup** of beVault challenging, often relying on support for assistance in implementation. - Users find **difficulty learning** Data Vault concepts, relying heavily on the support team for assistance. - Users struggle with the **steep learning curve** of beVault, relying heavily on the support team for assistance. #### What Are Recent G2 Reviews of beVault (formerly dataFactory)? **["dFakto's commitment to Data Vault 2 compliance is proven-the 1st vendor to achieve DVA's cert!"](https://www.g2.com/survey_responses/bevault-formerly-datafactory-review-9987896)** **Rating:** 5.0/5.0 stars _— Cindi M._ [Read full review](https://www.g2.com/survey_responses/bevault-formerly-datafactory-review-9987896) **["Instrumental into building single-source of truth"](https://www.g2.com/survey_responses/bevault-formerly-datafactory-review-9971947)** **Rating:** 5.0/5.0 stars _— Emile F._ [Read full review](https://www.g2.com/survey_responses/bevault-formerly-datafactory-review-9971947) ### [Informatica Customer 360](https://www.g2.com/products/informatica-customer-360/reviews) End-to-end customer information management for a single, trusted source of business-critical data to fuel analytics and operations. **Average Rating:** 4.3/5.0 **Total Reviews:** 8 #### How Do G2 Users Rate Informatica Customer 360? - **Data Governance:** 8.9/10 (Category avg: 9.0/10) - **Data Masking:** 8.3/10 (Category avg: 8.4/10) - **Hierarchy Management:** 8.3/10 (Category avg: 8.7/10) - **Ease of Use:** 8.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind Informatica Customer 360? - **Seller:** [Informatica](https://www.g2.com/sellers/informatica) - **Year Founded:** 1993 - **HQ Location:** Redwood City, CA - **Twitter:** @Informatica 99,643 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06f93f9659c25422bea5c34037117512928a659c5d640bb989ed85a85cdb1252&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3858%2F&secure%5Burl_type%5D=linkedin_company_website) 2,802 employees on LinkedIn® - **Ownership:** NYSE: INFA #### Who Uses This Product? - **Company Size:** 50% Large, 40% Medium #### What Are Recent G2 Reviews of Informatica Customer 360? **["Data Management Consultant - Data Quality & MDM"](https://www.g2.com/survey_responses/informatica-customer-360-review-8133187)** **Rating:** 5.0/5.0 stars _— Verified User in Computer Software_ [Read full review](https://www.g2.com/survey_responses/informatica-customer-360-review-8133187) **["overall good experienced"](https://www.g2.com/survey_responses/informatica-customer-360-review-8368376)** **Rating:** 4.5/5.0 stars _— Sahil ._ [Read full review](https://www.g2.com/survey_responses/informatica-customer-360-review-8368376) - [‹ Prev‹ Prev](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score#product-list) - [1](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score#product-list) - 2 - [3](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=3#product-list) - [4](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=4#product-list) - [5](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=5#product-list) - [6](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=6#product-list) - … - [9](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=9#product-list) - [10](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=10#product-list) - [Next ›Next ›](/categories/master-data-management-mdm?hsCtaTracking=b90676c9-eb04-431c-a22f-d657b8e1e5a4%7C6a6cf00a-abdf-4c0e-8de0-bbaaf1266441&order=g2_score&page=3#product-list) Spotlight Categories [Sales Performance Management Software](https://www.g2.com/categories/sales-performance-management) [Experience Management Software](https://www.g2.com/categories/experience-management) [E-Signature Software](https://www.g2.com/categories/e-signature) [Threat Intelligence Software](https://www.g2.com/categories/threat-intelligence) [Account-Based Orchestration Platforms](https://www.g2.com/categories/account-based-orchestration-platforms) Similar Categories - [Infrastructure as a Service (IaaS)](/categories/infrastructure-as-a-service-iaas) - [Active Metadata Management](/categories/active-metadata-management) - [Address Verification](/categories/address-verification) - [AIOps Platforms](/categories/aiops-platforms) - [Application Server](/categories/application-server) - [Blockchain](/categories/blockchain) - [Cloud File Storage](/categories/cloud-file-storage) - [Database Software](/categories/database-software) - [Data Center Infrastructure Management (DCIM)](/categories/data-center-infrastructure-management-dcim) - [Data Center Networking](/categories/data-center-networking) - [Data Exchange Platforms](/categories/data-exchange-platforms) - [Data Fabric](/categories/data-fabric) - [Data Integration Tools](/categories/data-integration-tools) - [Data Management Software](/categories/data-management-software) - [Data Mapping](/categories/data-mapping) [Browse Master Data Management (MDM) Themes](/categories/master-data-management-mdm/themes) ![Shalaka Joshi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka Joshi") SJ Researched and written by [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi) Updated October 3, 2024 Master data management (MDM) tools track the most essential company-wide data points, also known as master data, and provide insights related to company operations, clients, and goals. MDM platforms draw information from multiple domains and departments and single out the core data that administrators have determined is most relevant to the organization. Users can then implement that data as they see fit, keep records of data history, and make projections based on findings. Operations teams can utilize these tools, in conjunction with IT teams, to identify the essential metrics across the entire business and pinpoint areas of concern, gauge the success of individual departments, increase productivity, and maximize ROI. To qualify for inclusion in the MDM category, a product must: - Track data from multiples sources related to an organization, specifically department performance metrics - Consolidate, organize, and store master data, filtering for duplicate information and inconsistencies and presenting findings in a clean format - Provide administrators with tools and/or initiatives related to master data - Export MDM data as necessary to other software tools Show More