Master Data Management (MDM) Software

Master Data Management

What is Master Data Management Software?

Master Data Management is the act of centralizing a consistent approach to a single source of truth for Master and Reference Data. This single source is known as “the golden record”. All operational and downstream BI solutions should reference this master record.

Common Features

  • Metadata Management
  • Intrinsic Data Model
  • Data Modelling Tools
  • Workflow Management
  • Golden Record Management
  • Record Deduplication
  • Record Management
  • Entity Deduplication
  • Multi-Domain Mastering
  • Record Linkage
  • Entity Relationship Management
  • Reference Data Management
  • Aggregational Hierarchies Management

Top Master Data Management (MDM) Software

2025 Data Quadrant Awards

2024 Emotional Footprint Awards

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At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Emotional Footprint Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards shine a spotlight on software vendors who excel in crafting and nurturing strong customer relationships.

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Products: 14
Next Award: Apr 2026

Top Master Data Management Software 2025

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

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CluedIn Company

CluedIn

Composite Score
7.4 /10
CX Score
7.4 /10

CluedIn has reinvented how enterprises prepare data to deliver business insights. It’s unique zero-modelling, schemaless approach to Master Data Management allows you to get and up-and-running in as little as 20 minutes, helping you to unlock the value of your data more quickly and easily than ever before.

Scorecard
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Pros

  • Respectful
  • Helps Innovate
  • Unique Features
  • Efficient Service
Composite Score
7.4 /10
CX Score
7.5 /10

SAS gives you a solid start when it comes to preparing and managing traditional and big data sources. Our experts work to understand your goals, and then will suggest a phased approach for the most business value. The result? A complete solution that delivers a single view of your data – and gets your entire enterprise on the same page.

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Pros

  • Enables Productivity
  • Reliable
  • Fair
  • Efficient Service
Composite Score
6.4 /10
CX Score
6.7 /10

Teradata Vantage is the cloud data analytics platform that unifies everything - data lakes, data warehouses, analytics, and new data sources and types. Leading the way with hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of your business. Vantage's enterprise-grade, multidimensional scalability lets you scale dimensions simultaneously to handle the massive data workloads of the future, today.

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Pros

  • Effective Service
  • Acts with Integrity
  • Security Protects
  • Client Friendly Policies

Cons

  • Less Transparent
  • Leverages Incumbent Status
  • Less Friendly Negotiation
Syndigo LLC

Syndigo

Composite Score
6.4 /10
CX Score
6.5 /10

Syndigo powers the continual flow of data and content throughout the entire commerce ecosystem— accelerating information so participants can increase sales on every shelf.

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Scorecard

Pros

  • Respectful
  • Security Protects
  • Effective Service
  • Saves Time

Cons

  • Less Generous
  • Less Transparent
  • Less Friendly Negotiation

Products below are ineligible for awards due to insufficient recent reviews

Composite Score
7.8 /10
CX Score
8.1 /10

ChainSys is an innovator in Master Data Management (MDM), Data Quality, and business platform implementation (ERP) space. Our success is largely attributed to the fact that we understand the core of how businesses work and the importance of ensuring all business units work smoothly together.

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Pros

  • Effective Service
  • Caring
  • Respectful
  • Fair
Badge Winner
Badge Winner
TIBCO Software

TIBCO EBX

Composite Score
7.4 /10
CX Score
7.7 /10

TIBCO's master data management (MDM) platform delivers the governance processes needed to construct and effectively maintain a centralized source of accurate intelligence. With the TIBCO Platform–Data Management capability, you create trusted data through governed accessibility, delivery, and security to meet your organization’s exact operational, compliance, and analytic needs.

Pros

  • Continually Improving Product
  • Reliable
  • Efficient Service
  • Caring
Composite Score
6.4 /10
CX Score
6.9 /10

Prospecta empowers organizations to create a data-driven culture where accurate, complete, and trusted data lays the foundation for decision-making, continual process improvement and delivering operational efficiencies.

Scorecard

Pros

  • Continually Improving Product
  • Trustworthy
  • Caring
  • Respectful

Cons

  • Under Delivered

Insufficient Data
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Master Data Management Edition is the culmination of our Omni-Gen Platform and includes everything in the Data Quality and Integration Editions, adding technology such as automated match/merge as needed for data mastering.

Stibo Systems

Stibo Systems

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Stibo Systems' Master Data Management solution provides the functional richness, strong data modeling, and powerful workflows to enable organizations to drive revenue, reduce costs, mitigate risk and enhance agility by efficiently acquiring, managing, and publishing operational information.

Insufficient Data
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webMethods OneData gives you five solutions in one Master Data Management (MDM) platform, right out of the box. You get multi-domain MDM. You can manage customer, reference and/or hierarchy data.