Magic Quadrant for Master Data Management Solutions
Vendors or products added in this year’s report may indicate a change in the market, change in evaluation criteria, or change of focus by the vendor.
No vendors were added in this report.
Vendors or products dropped from one year to the next may indicate a change in the market, change in evaluation criteria, or change of focus by the vendor.
No vendors were dropped in this report.
MDM solutions have undergone a significant transformation, evolving from their traditional role as static, back-office systems of record into dynamic, real-time systems of intelligence essential for the AI era. The driving force behind this shift is the convergence of data management disciplines and the rise of the chief data and AI officer. The market is witnessing the absorption of MDM capabilities into broader converged data management platforms. At the heart of this transformation is the symbiotic relationship between MDM and artificial intelligence, characterized by two distinct trends: AI for MDM (vendors embedding generative AI and machine learning to automate stewardship tasks) and MDM for AI (MDM emerging as the critical safety layer for enterprise AI to prevent hallucinations in LLMs and ensure autonomous AI agents take valid actions).
A: Vendors need to meet specific inclusion criteria including: delivering mandatory features as described in the Market Definition; offering stand-alone packaged software solutions positioned and marketed specifically for MDM; enabling large-scale deployment via server-based or cloud-based runtime architectures; supporting integration with other systems; having at least 25 current customers in production as of November 2025; having customers in multiple countries and regions representing at least three or more industry sectors; providing direct sales and support operations in at least two regions; and having a generally available release as of 1 December 2025. Vendors are excluded if they are limited to deployments in a single specific application environment, industry or data domain; support only on-premises deployment with no cloud option; are data aggregators/brokers without providing an MDM solution; offer ERP/CRM/HCM application-specific products; are unable to provide support for all use cases; or are PIM-specific or CDP-specific vendors.