The 16 Best Master Data Management Tools (MDM Solutions) for 2023

The Best Master Data Management Tools (MDM Solutions)

Solutions Review’s listing of the best Master Data Management tools is an annual mashup of products that best represent current market conditions, according to the crowd. Our editors selected the best Master Data Management tools based on each solution’s Authority Score; a meta-analysis of real user sentiment through the web’s most trusted business software review sites and our own proprietary five-point inclusion criteria.

The editors at Solutions Review have developed this resource to assist buyers in search of the best Master Data Management tools to fit the needs of their organization. Choosing the right vendor and solution can be a complicated process — one that requires in-depth research and often comes down to more than just the solution and its technical capabilities. To make your search a little easier, we’ve profiled the best Master Data Management tools and solutions all in one place. We’ve also included platform and product line names and introductory software tutorials straight from the source so you can see each solution in action.

Note: The best master data management tools are listed in alphabetical order.

The Best Master Data Management Tools (MDM Solutions)


Platform: Ataccama ONE

Description: Ataccama offers an augmented data management platform that features data discovery and profiling, metadata management and a data catalog, data quality management, master and reference data management, and big data processing and integration. The product is fully integrated yet modular for any data, user, domain or deployment type. Ataccama also includes text analytics and machine learning, as well as data enrichment with external sources and data lake profiling.


Platform: IBM InfoSphere Master Data Management

Description: IBM InfoSphere Master Data Management manages all aspects of critical enterprise data regardless of system or model, and delivers it to application users via a unified view. The tool provides compliance with data governance rules and policies, and features a configurable framework that supports hybrid cloud environments. InfoSphere MDM is available in two editions (standard and advanced), and both are available on-prem or as fully-managed cloud offerings.


Platform: Informatica Multidomain MDM

Related products: Informatica Product 360, Informatica Customer 360, Informatica Supplier 360

Description: Informatica offers a modular MDM solution that provides a single view of data. The product enables users to create an authoritative view of business-critical data from disparate, duplicate and conflicting sources. Informatica MDM also features AI and machine learning, and includes data quality, data integration, business process management, and data security functionality that allows you to easily enrich master data records with data from external providers. Informatica’s MDM capabilities can be deployed on-prem or in the cloud.

Innovative Systems

Platform: Innovative Systems Synchronos

Description: The Innovative Systems Synchronos platform is an enterprise MDM solution used for operational or analytical purposes. The product can be deployed on-prem, in the cloud, or via a hybrid environment. Synchronos features data profiling, data discovery and monitoring, as well as a 360-degree view that lets users uncover information about extended relationships within data. Workflow management functionality lets customers construct and modify workflows while hierarchy management enables a graphical display and navigational tools.

Magnitude Software

Platform: Magnitude Kalido

Related products: Magnitude Agility MultiChannel

Description: Magnitude Software’s MDM functionality is available via its Kalido solution. The product features domain-agnostic modeling, matching and mapping capabilities, as well as visual models for common and obscure domains without the need to purchase customizations. Kalido also includes audience-specific interfaces, workflow and model-driven APIs for real-time collaboration, and policy-driven governance. Customers gain universal access from mobile devices, and audit, validation and security are easy to manage.


Platform: Pimcore Open Source Master Data Management

Related products: Pimcore Product Information Management, Pimcore Customer Data Platform, Pimcore Data Hub

Description: Pimcore lets users consolidate master data across heterogeneous system landscapes via its open source tools. The product is compatible with any master data domain (product, customer, employee, asset, partner/vendor, location, reference, IoT). Pimcore offers flexible data models, multiple implementation styles, and support for both analytical and operational MDM. Key features include data quality, hierarchy management, rich content integration, audit trail and workflow management.


Platform: Profisee Platform

Related products: Profisee Application Edition, Profisee GRM Edition, Profisee Enterprise Edition

Description: Profisee is a cloud-native, multidomain master data management (MDM) platform that features an intuitive data stewardship UI, visual relationship management, matching & survivorship, data quality rules and workflow management. Profisee features native integrations with leading Microsoft Azure services as well as a modern REST-based architecture to connect to any existing services, databases and applications. Profisee MDM is available in enterprise and application editions on-prem, in any cloud or as a fully turn-key SaaS managed service.


Platform: Reltio Connected Customer 360

Description: Reltio Connected Customer 360 is a SaaS platform built on a cloud-native big data architecture. The product features graph technology and machine learning capabilities as well. Users can quickly onboard new data sources, add, change or remove customer profile attributes without downtime, and enable developers to build and launch new products. Reltio can scale up to billions of profiles and can support thousands of users, and remains the only cloud-native MDM solution in the marketplace.


Platform: Riversand Platform

Related products: Riversand Ascend, Riversand Exclusive, Riversand Infinity

Description: Riversand offers MDM and product information management (PIM) solutions. Its MDM offering features a multi-domain core designed to provide a complete view of enterprise data. In addition, Riversand includes high-scale computing, a set of streamlined collaboration tools, and data governance functionality. Reporting via the vendor’s data visualization product is included with each license and offers users the ability to run advanced analysis via charts, tables, and dashboards.


Platform: SAP Master Data Governance

Related products: Master Data Governance on SAP S/4HANA

Description: SAP offers enterprise MDM functionality through its SAP Master Data Governance product. The solution can be deployed on-prem or in the cloud and enables users to consolidate and centrally govern master data. SAP includes support for all master data domains and implementation styles, pre-built data models, business rules, workflow, and user interfaces. Master Data Governance also lets you define, validate, and monitor your established business rules to confirm master data readiness and analyze the performance of data management.


Platform: Semarchy xDM

Description: Semarchy offers a master data management solution called xDM. The product utilizes machine learning algorithms to enable stewardship and advanced matching, survivorship, curation, and classification. The tool features a native data model that facilitates transparent lineage, audibility, and governance as well. xDM can integrate any data source via real-time and batch APIs to integrate the data hub with existing applications and business processes. Semarchy offers a 30-day license key free trial of xDM for on-prem and cloud.

Stibo Systems

Platform: Stibo Systems Multidomain MDM

Description: Stibo Systems offers an integrated suite of MDM tools that enable users to connect, govern, enrich and syndicate data based on specific business needs. The Multidomain product consolidates master data from across domains into a single source. It also integrates data across the enterprise, applications and systems to provide data accuracy and visibility. Stibo Systems is available in different iterations based on domain specificity or user personas.


Platform: Syniti Master Data Management

Related products: Syniti Knowledge Platform

Description: Syniti (formerly BackOffice Associates) lets users choose from an array of supported MDM implementation styles. The product enables the creation of a single point of reference to master and application data from multiple domains. Syniti automatically notifies users when work needs to be performed, as well as monitor processes against SLAs. It also links the business semantic later to all master and application data mastered by the solution.


Platform: Tamr Unify

Description: Tamr offers a popular data mastering platform that powers analytic insights, boosts operational efficiency. and enhances data operations. The vendor’s cloud-native solutions act as an effective alternative to traditional MDM tools through machine learning which consolidates, cleanses, and categorizes data. Tamr’s Master Records feature provides a complete view of all entities via simple yes and no questions. Tamr is the foundation for modern DataOps in various enterprise verticals and is backed by NEA and Google Ventures.

TIBCO Software

Platform: TIBCO EBX

Description: TIBCO Software offers its MDM capabilities via TIBCO EBX, a single solution that manages workflow, data quality, and role-specific applications. EBX is designed with different user personas in mind by providing self-service so all individuals can manage, govern, and consume key data assets. Customers can model any master data (including relationships between domains) without buying separate tools. This means that you can put any domain of master or reference data inside. EBX works with SAP, BCP, TM1, and OneStream.

Winshuttle (EnterWorks)

Platform: Winshuttle EnterWorks

Related products: Winshuttle Evolve, Winshuttle Studio

Description: Winshuttle EnterWorks is a multi-domain MDM and PIM platform that lets enterprise organizations get data to the systems and channels that matter most. Featured platform capabilities include Product Information Management for creating, managing, and sharing differentiated product data, Digital Asset Management for storing and sharing digital assets, and MDM for creating a single, governed source of data truth across systems. The flexible data modeling architecture powers a content repository with data attributes for managing complex product relationships and real-time phased pricing management.