Best Master Data Management Software

Profisee is a master data management vendor headquartered in Alpharetta, Georgia, offering the Profisee Platform for building golden records across domains such as customer, product, and reference data. The platform provides prebuilt and webhook-based connectors, fuzzy matching and deduplication, hierarchy management through an interactive graph interface, and workflow-driven data stewardship, and lets stewards manage master data directly inside Microsoft Outlook and Teams.

Profisee offers two editions: an Application Edition for reference data management and Microsoft Master Data Services migrations, and a full-featured Enterprise Edition with matching, merging, and golden record management. Pricing is domain-agnostic and volume-based, so organizations pay only for the records they use rather than by module, with yearly, monthly, and one-time perpetual licensing options across SaaS and on-premises or private cloud deployments. Profisee does not publish exact prices and requires a custom quote.

Stibo Systems, headquartered in Aarhus, Denmark, is a master data management vendor whose STEP platform helps enterprises source, model, integrate, cleanse, govern, and distribute product, customer, and supplier data from a single system of record. STEP supports product information management (PIM) with content enrichment for descriptions, specifications, and digital assets, along with automated workflows for reviewing, approving, and publishing data across sales and marketing channels.

Beyond core PIM, Stibo Systems offers a broader Data Cloud portfolio spanning Product Experience, Customer Experience, Business Partner, Supplier, Location, and Sustainability domains, along with Product Lifecycle Management and Product Data Syndication. The company is recognized as a Gartner Leader for master data management and has been named a Leader in the Forrester Wave for Product Information Management. Stibo Systems does not publish pricing; costs are quoted individually based on users, products, integrations, and deployment scope.

Reltio is a cloud-native master data management company based in Redwood City, California, known for its Reltio Connected Data Platform and data products like Customer 360 and Enterprise 360. The platform unifies fragmented data from source systems into 360-degree knowledge graphs, using AI-driven entity resolution, over 1,000 prebuilt connectors, and a generative AI assistant called RIA for natural language data exploration, alongside AgentFlow for automating governance workflows.

In March 2026 SAP announced it would acquire Reltio, and the acquisition closed in May 2026. Reltio is expected to become a core capability within SAP Business Data Cloud while also continuing to be sold as a standalone product for the foreseeable future. Reltio does not publish pricing publicly; prospective customers must request a demo or quote, and no free trial or free plan is offered.

TIBCO EBX, now part of Cloud Software Group, is a multi-domain master data management (MDM) platform that lets organizations model, govern, and maintain master data, reference data, hierarchies, and metadata in one system. It supports guided workflow-based governance, version control through dataspaces, smart match-and-merge for creating golden records, and rich hierarchy management including alternate hierarchies, with REST and SOAP APIs for integrating with other enterprise systems.

EBX can be deployed on customer-managed infrastructure, on TIBCO Cloud as a SaaS offering, or as a fully managed dedicated instance on any cloud. TIBCO does not publish pricing publicly; the product is sold through subscription-based contracts scoped to users, data volume, and deployment model, with quotes available by contacting TIBCO sales directly.

Informatica's Intelligent Data Management Cloud (IDMC) is a cloud-native platform that unifies data integration, data quality, data governance and cataloging, application integration, and master data management. It offers a low-code Cloud Designer for building integration mappings, a large library of pre-built connectors, and the CLAIRE AI engine, which automates metadata tagging, mapping suggestions, and other data management tasks, including a conversational CLAIRE GPT interface.

IDMC runs across multi-cloud and hybrid environments with elastic, serverless processing, and it holds SOC 1, SOC 2, and FedRAMP certifications among others. Pricing is consumption-based, measured in Informatica Processing Units that scale with data volume and usage across services, and Informatica does not publish list prices; organizations must request a quote. A free trial of Cloud Data Integration is available for hands-on evaluation.

Semarchy is a data management company, now headquartered in Phoenix, Arizona, that provides the Semarchy Data Platform (formerly Semarchy xDM), a unified hub for master data management, data integration, data quality, and data governance. The platform uses a no-code, web-based design approach so IT teams can configure matching, merging, and survivorship rules to produce golden records across domains like customers, products, vendors, and locations, typically within weeks rather than months.

Semarchy supports federated data governance, letting individual business domains own their data while enforcing enterprise-wide standards, and it includes a self-serve data catalog with AI-assisted stewardship. The platform can be deployed on premises, in the cloud, as SaaS, or natively within Snowflake, and is available on AWS, Microsoft Azure, and Google Cloud marketplaces. Semarchy does not publish pricing and instead issues custom, contract-based quotes.