Master Data Management Solutions Reviews and Ratings
What are Master Data Management (MDM) solutions?
MDM is a technology-enabled business discipline in which business and IT work together to ensure the uniformity, accuracy, stewardship, governance, semantic consistency and accountability of an enterprise’s official shared master data assets.
Master data has the lowest number of consistent and uniform sets of identifiers and attributes that uniquely describe the core entities of the enterprise and are used across multiple business processes.
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PiLog is a company that specializes in Master Data Quality Solutions. These solutions assist in the creation and maintenance of master data across various industries, including petrochemical, mining, steel, oil & gas, food and beverage, transportation and telecommunication to name a few. PiLog's portfolio includes data cleansing and classification services, managed through applications adhering to ISO 8000-110:2009. These applications ensure data quality and create a uniform business language. The company also provides data governance software for comprehensive master data management. These systems allow users to manage master data in real time by establishing the single version of truth across the organization. PiLog's solutions also cater to localization needs in a multilingual format, ensuring adherence to budget limitations. In addition, the Master Data Quality Solution software measures and improves the quality of master data across various domains with full integration with ERPs
Informatica is a firm specializing in Enterprise Cloud Data Management which aims to allow businesses to fully utilize their most significant assets. Inventing a fresh category of software, the Informatica Intelligent Data Management Cloud (IDMC), the firm utilizes AI to manage data across multi-cloud, hybrid systems. This innovation offers modern, advanced business strategies by democratizing data. With a global reach, the company is focused on driving digital transformation powered by data. The firm's tagline is, 'Where data comes to life'.
Semarchy is a company that specializes in data integration and master data management. It provides business value to organizations by allowing fast and efficient data management. The main product, a unified platform, assists businesses of varying sizes in discovering, governing, integrating and reporting crucial information that is distributed across applications. The platform provided by Semarchy is available for both on-location and cloud-based operations. The latter option includes popular platforms like Microsoft Azure, Amazon Web Services, and Google Cloud Platform. This Phoenix-based company has established its presence globally with offices situated in London, Lyon, and Mexico City.
Stibo Systems is a master data management firm enabling data transparency. The company provides solutions that form the backbone of various companies globally seeking to unlock strategic value from their master data. These solutions help to enhance customer experience, drive innovation and growth, and establish a firm foundation for digital transformation. Clients are thus able to gain an undistorted, comprehensive view of their master data, enabling them to make knowledgeable decisions and achieve ambitious scaling goals. The company operates as a private subsidiary of Stibo A/S group, which was established in 1794, and its global headquarters are in Aarhus, Denmark.
TIBCO, a business unit of Cloud Software Group, has helped global enterprises solve their most complex business challenges with mission-critical solutions for over 25 years. Today, the TIBCO Platform delivers industrial-strength capabilities that meet the highest performance, throughput, reliability, and scalability needs while offering a wide range of technology and deployment options to deliver real-time data wherever and whenever it’s needed most.
Profisee MDM is how enterprises can finally solve the data quality issues that have been holding back so many strategic initiatives. With the industry’s only “make it easy, make it accurate, make it scale” approach to data management, Profisee helps companies get past the “brick wall” of data quality issues without the cost, complexity and risk of traditional MDM solutions.
Customers can leverage Profisee MDM SaaS for a true Software-as-a-Service experience, or maintain complete deployment flexibility in any cloud, on-premise or via a hybrid model. With a low total cost of ownership, fast implementations and a truly flexible multidomain platform, Profisee fully cleans and unifies your enterprise data — so you can finally make it happen.
Profisee operates directly in the United States, Europe and Australia — as well as through a network of Value-added Resellers & Systems Integrators (SIs) across the globe — and offers customers 24/7 support.
Pimcore is a well-known provider of open-source software solutions that focus on data management and user experience optimization. The company's services streamline the creation and innovation of digital experiences by providing a unified platform for digital operations. This unified approach facilitates exceptional time-to-market and unparalleled connectivity. With open-source licensing, Pimcore ensures technological control for organizations of various sizes and industries. The software is currently utilized by over 110,000 companies distributed across 65 countries.
SAP is a company that aims to improve operational efficiency worldwide. The primary focus is on helping customers optimize their business operations. SAP develops innovative solutions to support this objective. The company plays a crucial role in transforming industries by fostering opportunity and equality on a global scale. By collaborating with customers and partners, SAP is capable of making substantial changes across various industries, supporting the growth and development of economies and societies.
At Reltio, we believe data should fuel business success. Reltio’s AI-powered data unification and management capabilities—encompassing entity resolution, multidomain master data management (MDM), data products—transform siloed data from disparate sources into unified, trusted, and interoperable data. The Reltio Connected Data Platform unifies and delivers interoperable data where and when it's needed, empowering data and analytics leaders with unparalleled business responsiveness. Leading enterprise brands—across multiple industries around the globe—rely on our award-winning data unification and cloud-native MDM capabilities to improve efficiency, manage risk, and drive growth.
IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.
Ataccama enables organizations to maximize the transformative potential of data and AI with Ataccama ONE, a unified, AI-powered data management platform for automated data quality, data governance, and master data management across cloud and hybrid environments. With more than 450 customers around the globe, we enable business and data teams to collaborate on creating high-quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.
Contentserv Product Experience Management (PXM) platform centralizes, enriches, and distributes product information across channels such as eCommerce platforms, marketplaces, and print. Its cloud-based platform offers PIM, DAM, product syndication, feed management, digital shelf analytics, and AI insights to help retailers, manufacturers, and distributors maintain accurate data and consistent branding. By leveraging automation, collaborative workflows, and data-driven intelligence, teams reduce manual tasks, speed time-to-market, and deliver engaging product experiences. This unified approach streamlines complex data management and empowers businesses to optimize their digital commerce strategies without sacrificing quality or efficiency.
Syndigo powers modern commerce by enabling the continual flow of data and content throughout the entire commerce ecosystem. With data management, syndication, and analytics, combined with the largest two-sided network for content distribution, we deliver accurate information that improves decision-making and accelerates sales on every shelf. Syndigo serves more than 12,000 manufacturers, and 1,750 retailers and distributors globally across key industries including grocery, foodservice, hardlines, home improvement/DIY, pet, health and beauty, automotive, apparel, oil & gas, and healthcare.
Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.
Microsoft Security helps protect people and data against cyberthreats to give peace of mind.
Precisely is a worldwide company that specializes in data integrity. It offers services that enhance the accuracy, consistency, and context of data. The company's core focus is a range of products including data integration, data quality, data governance, location intelligence, and data enrichment. These products are designed to aid in business decisions to yield improved results.
SAP is a company that aims to improve operational efficiency worldwide. The primary focus is on helping customers optimize their business operations. SAP develops innovative solutions to support this objective. The company plays a crucial role in transforming industries by fostering opportunity and equality on a global scale. By collaborating with customers and partners, SAP is capable of making substantial changes across various industries, supporting the growth and development of economies and societies.
Viamedici provides the Viamedici EPIM Enterprise Platform, integrating Multi-Domain Master Data Management, Product Information Management, Digital Asset Management, and Dynamic Product Configuration. The platform is designed to support multinational operations and integrate with ERP systems like SAP, managing large data volumes globally. It facilitates automated and manual data processes and is scalable for various business sizes.
Oracle is a cloud technology company that offers computing infrastructure and software solutions globally. This organization has developed an autonomous database, the first of its kind, to help manage and secure data. Oracle Cloud Infrastructure presents functionalities to facilitate the transition of workloads from on-site systems to the cloud, and vice versa, as well as between different clouds. Oracle's cloud software applications provide modern tools designed to support sustainable growth and resilience in businesses. Tools developed by Oracle are used by a wide range of users including nonprofit organizations and businesses of various sizes, to aid in operations like supply chain streamlining, human resource management, financial planning and connecting data and global users. Apart from business solutions, Oracle's technology also aids in tasks ranging from government defense to scientific and medical research.
Syniti solves the world’s most complex data challenges by uniquely combining intelligent, AI-driven software and vast data expertise to yield certain and superior business outcomes. For over 25 years, Syniti has partnered with Fortune 2000 to unlock valuable insights that ignite growth, reduce risk and increase their competitive advantage. Syniti’s silo-free enterprise data management platform supports data migration, data quality, data replication, master data management, analytics, data governance, and data strategy in a single, unified solution.
SAS is a global leader in AI and analytics software, including industry-specific solutions. SAS helps organizations transform data into trusted decisions faster by providing knowledge in the moments that matter. SAS gives you THE POWER TO KNOW®.
Features of Master Data Management Solutions
Mandatory Features:
Multiple domain support — This has multiple domain and multidomain MDM technology purposes, built to address the requirements of an MDM program that spans more than one data domain from a master data perspective.
Data governance (policy setting) support — This provides or supports information governance functions, such as governance policy collaboration and creation, policy change management, and impact analysis, and reacts to changes made in an internal or external information governance layer.
Augmented MDM — This supports the application of graph, machine learning (ML), GenAI and similar advanced technologies to MDM. Augmented MDM extends traditional MDM capabilities to reduce manual data management and governance tasks. It generates insights on complex relationships within and across both application and master data, allowing for technology to play an active role in enabling more adaptive and context-centric approaches to MDM.
Data modeling — This effectively and flexibly supports an organization’s master data model requirements. It models complex relationships between application sources inside an organization, and with intermediaries and other parties, and provides business-consumable metadata management capabilities, wherever possible, leveraging approaches such as dynamic data modeling.
Multiple usage scenario (operational/analytical) support — This supports both operational (how MDM is used to run the business) and analytical (how MDM is used to measure and change the business) MDM requirements, and any required integration between them (i.e., both the operational and analytical usage of the data being mastered within the solution). MDM can drive both prescriptive and predictive analytics.
Data stewardship (policy enforcement) support — This supports a range of capabilities, from information policy evaluation to day-to-day operation and management of MDM. It should support the role of business-led information steward. It should equip this role with a suitable UI through which services are provided.