Best Master Data Management Software - Page 2
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Compare the Top Master Data Management Software as of September 2026 - Page 2
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1
Collate
Collate
Collate is an AI‑driven metadata platform that empowers data teams with automated discovery, observability, quality, and governance through agent‑based workflows. Built on the open source OpenMetadata foundation and a unified metadata graph, it offers 90+ turnkey connectors to ingest metadata from databases, data warehouses, BI tools, and pipelines, delivering in‑depth column‑level lineage, data profiling, and no‑code quality tests. Its AI agents automate data discovery, permission‑aware querying, alerting, and incident‑management workflows at scale, while real‑time dashboards, interactive analyses, and a collaborative business glossary enable both technical and non‑technical users to steward high‑quality data assets. Continuous monitoring and governance automations enforce compliance with standards such as GDPR and CCPA, reducing mean time to resolution for data issues and lowering total cost of ownership.Starting Price: Free -
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Adverity
Adverity GmbH
Adverity is the fully-integrated data platform for automating the connectivity, transformation, governance and utilization of data at scale. The platform enables businesses to blend disparate datasets such as sales, finance, marketing, and advertising, to create a single source of truth over business performance. Through automated connectivity to hundreds of data sources and destinations, unrivaled data transformation options, and powerful data governance features, Adverity is the easiest way to get your data how you want it, where you want it, and when you need it. Adverity was founded in 2015 and is headquartered in Vienna with offices in London and New York, and currently works with leading brands and agencies including Unilever, Bosch, IKEA, Forbes, GroupM, Publicis, and Dentsu. -
3
MaPS System
MaPS System
Power your data management to create a rich and unique consumer experience across all sales channels. MaPS System's PIM meets the specific needs of all business sectors. Improve product information quality and deliver a great customer experience across all your sales channels! Product data from different existing sources is collected, centralized and organized in the PIM solution. Then all the synchronized data is enriched and managed by PIM users. Finaly the personnalized and contextualized product information is ready to be published on all channels. Take advantage of a real multimedia library to organize all of your digital resources. Combine products and visuals and keep control on your copyrights. -
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Ataccama ONE
Ataccama
Ataccama reinvents the way data is managed to create value on an enterprise scale. Unifying Data Governance, Data Quality, and Master Data Management into a single, AI-powered fabric across hybrid and Cloud environments, Ataccama gives your business and data teams the ability to innovate with unprecedented speed while maintaining trust, security, and governance of your data. -
5
Profisee
Profisee Group
The Profisee master data management (MDM) platform provides organizations a fast, affordable and scalable solution to deliver trusted data across the enterprise. Without the cost, complexity, risk, and data domain boundaries of traditional MDM solutions, organizations can effectively manage their enterprise data while ensuring high data quality and syncing trusted golden records across systems and databases to deliver a single source of truth.Starting Price: Licensing -
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Atlan
Atlan
The modern data workspace. Make all your data assets from data tables to BI reports, instantly discoverable. Our powerful search algorithms combined with easy browsing experience, make finding the right asset, a breeze. Atlan auto-generates data quality profiles which make detecting bad data, dead easy. From automatic variable type detection & frequency distribution to missing values and outlier detection, we’ve got you covered. Atlan takes the pain away from governing and managing your data ecosystem! Atlan’s bots parse through SQL query history to auto construct data lineage and auto-detect PII data, allowing you to create dynamic access policies & best in class governance. Even non-technical users can directly query across multiple data lakes, warehouses & DBs using our excel-like query builder. Native integrations with tools like Tableau and Jupyter makes data collaboration come alive. -
7
MetaRouter
MetaRouter
MetaRouter collects user events from a website or app and routes them to any third-party tool, including centralizing data in one place for storage and in-depth analysis. It can be set up with a single snippet (using analytics.js) so that, after the initial event tracking setup, marketers can add and remove tools through a UI, without requiring additional dev time.Starting Price: $70 per month -
8
Enterprise File Fabric
Storage Made Easy
The Enterprise File Fabric™ provides a private, secure, policy-driven multi-cloud content and collaboration solution. It does not ship with storage, it works with a Companies existing storage portfolio whether that is on-cloud or on-premises. The Enterprise File Fabric™ unifies, secures and makes any type of storage (including object storage) easily accessible for end users. It is available in three main product variants: 1.The Enterprise File Fabric for Compliance provides a 'single pane of glass' that presents and secures data from multiple sources, be that on-premises, a data centre, or the Cloud. It Provides intelligent policy based enforcement across all corporate data and helps enforce GDPR / CCPA / HIPAA. 2. The Enterprise File Fabric for Media and Entertainment provide a unified view of media assets that can be dispersed on-cloud and on-premises.Starting Price: $5 per user per month -
9
Tengu
Tengu
TENGU is a DataOps Orchestration Platform that works as a central workspace for data profiles of all levels. It provides data integration, extraction, transformation, loading all within it’s graph view UI in which you can intuitively monitor your data environment. By using the platform, business, analytics & data teams need fewer meetings and service tickets to collect data, and can start right away with the data relevant to furthering the company. The Platform offers a unique graph view in which every element is automatically generated with all available info based on metadata. While allowing you to perform all necessary actions from the same workspace. Enhance collaboration and efficiency, with the ability to quickly add and share comments, documentation, tags, groups. The platform enables anyone to get straight to the data with self-service. Thanks to the many automations and low to no-code functionalities and built-in assistant. -
10
Alchem-e Dashboard
Racami
Alchem-e integrates a graphically rich dashboard for command and control of the operation, and a rapid setup of automated processes; along with, an advanced workflow management system that tracks activity, automates tasks, secures data and empowers people with the tools and information they need to do their jobs better. It's well-suited for in-house print production centers, service providers and marketing organizations. Features a graphically rich user interface coupled with the insight tools needed to manage document production and distribution. Specific modules are designed so you can monitor the pulse of your operations and stay in constant connection with customers. For your enterprise production, metrics provide quick, consolidated views into important KPIs including operational processing, omni-channel distribution, service-level administration, sales & financial performance and more. -
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Syniti Knowledge Platform
Syniti
For the first time, data characteristics like meaning, usage, lineage, alignment to business outcomes and ownership that are repeatedly lost after every project can be captured and retained as tangible knowledge. These vital characteristics can now be reused downstream to advance strategic business initiatives that are dependent on trusted data. Reuse data to deliver your outcomes faster. Capture and release the latent power in your data. Unlock the potential of data in context of your business. Most of your projects require the same insights and understanding into your data, and it’s likely you are consistently reinventing this information. Syniti can deliver this knowledge at a fraction of the cost and with much greater accuracy. Don’t throw away your knowledge. Unlock and reuse insights and knowledge trapped in your data. Preserve knowledge for your future use and reference. -
12
WinPure MDM
WinPure
WinPure™ MDM is a master data management solution that aligns with your business to achieve a single view of your data with functions and features to help you manage your data. The features are ala-carte from all of the clean & match enterprise edition, repurposed specifically for simple web based data prep, and MDM operations. Data in dozens of different formats, dozens of simple and powerful ways to clean, standardize and to transform data. Industry leading data matching and error-tolerant technologies. Simple and configurable survivorship technology. General benefits include lower cost and faster time to market. Simple to use, minimal training and minimal implementation. Better business outcomes, faster MDM or systems deployment. Faster and more accurate batch loads, simple and accessible data prep tools. Flexible and effective interconnectivity with other internal and external database and systems via API. Faster time to synergies for M&A. -
13
Supplysail
Supplysail
The best way to create, enrich and share your product information. Easy to collect and share product information with your websites, clients, or eCommerce platforms. One platform for all your product information. Import product data from multiple sources like Excel, Product Sheets, and much more. Gather the work of different teams in one place. Collaboratively enrich your product data with content, images, videos, and other product attributes. Manage your product data in one place and automatically get it updated across channels. Create, enrich, and share all your product information using a single platform. Create and manage your online product catalogs that are accurate and up-to-date. Build a better customer experience with accurate product data on your websites. Create print-ready product sheets in minutes with our easy-to-use templates. Enrich your product data with images, texts, and other attributes collaboratively.Starting Price: $799 per month -
14
ZoomInfo Operations
ZoomInfo
Get the best B2B commercial data delivered on your terms, accessible, flexible, and primed to accelerate your business. Our best-in-class match rates, match accuracy, fill rate, and fill accuracy combine for data reliability that’s 10x better than the alternatives. Identify customers across channels and infuse your CRM, MAP, cloud data warehouse, or other systems of record with the most accurate and actionable data. Tap into our global database of companies from the smallest ‘mom and pop’ to the global enterprise covering firmographics, hierarchies, and technographic, all built using our patented technology. Go beyond just company data to get the full customer picture with the world’s best contact data, streaming intent, and scoops, all from one platform. Integrate comprehensive B2B data into any system or workflow, in the format of your choice through cloud data shares, APIs, flat files, or orchestration apps. -
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DataOps.live
DataOps.live
DataOps.live, the Data Products company, delivers productivity and governance breakthroughs for data developers and teams through environment automation, pipeline orchestration, continuous testing and unified observability. We bring agile DevOps automation and a powerful unified cloud Developer Experience (DX) to modern cloud data platforms like Snowflake. DataOps.live, a global cloud-native company, is used by Global 2000 enterprises including Roche Diagnostics and OneWeb to deliver 1000s of Data Product releases per month with the speed and governance the business demands. -
16
Maextro
Bluestonex
Maextro is a comprehensive master data management solution designed to give organisations full control, visibility, and confidence in their SAP master data. Built on SAP BTP, it acts as a central orchestration layer for creating, maintaining, governing, and distributing high-quality master data across SAP and non-SAP systems. At its core, Maextro simplifies and standardises how master data is created and changed. It provides guided, role-based workflows for key master data objects such as business partners, customers, vendors, materials, and custom objects. These workflows ensure that data is captured correctly the first time, following predefined rules, validations, and approval steps that align with business and governance requirements. Users are guided through intuitive, user-friendly interfaces that remove the complexity typically associated with SAP master data transactions. Maextro places strong emphasis on data quality and consistency.Starting Price: $2,750 per month -
17
Zingg
Zingg Labs, Inc
Zingg is an open source Master Data Management platform built for the modern data warehouse. It uses machine learning for entity resolution at scale — eliminating the need for expensive, rigid MDM tools. Native to Databricks, Microsoft Fabric, Snowflake, AWS, and GCP, Zingg helps data teams build a single, trusted view of customers, suppliers, and products — right where their data already lives. Golden records are maintained through a persistent Zingg ID across all your systems and sources. -
18
Prospecta Master Data Online (MDO)
Prospecta Software
Prospecta Master Data Online, or MDO, is an AI-driven multi-domain master data management platform for enterprise data quality, governance, enrichment, and operational control. The platform helps organizations unify scattered master data and turn fragmented information into a trusted source of truth. MDO includes KAI, a next-generation AI steward powered by specialized AI agents that guide users, structure requests, enrich information, enforce governance, and surface insights. The platform is designed to keep enterprise data clean, compliant, complete, AI-ready, and system-agnostic. MDO supports industries such as asset-intensive businesses, process industries, product and supply organizations, and retail. Built for data-driven enterprises, Prospecta MDO helps teams improve data confidence, reduce confusion, and make faster decisions with governed master data.Starting Price: $40k / annum -
19
Huwise
Huwise
Huwise, formerly known as Opendatasoft, is a data product marketplace that helps organizations transform raw data into actionable insights and innovation. It provides a unified platform for data discovery, governance, and sharing, empowering business, IT, and data leaders to drive AI and analytics initiatives. Huwise simplifies access to trusted data products, enabling collaboration across teams and external partners. With built-in AI search, metadata management, APIs, and workflow tools, it ensures seamless integration into existing IT ecosystems. The platform is designed to make data more usable, reusable, and impactful for everyday business decisions. Trusted by over 350 clients worldwide, Huwise unlocks the full value of organizational data. -
20
Centralpoint
Oxcyon
Centralpoint is a Digital Experience Platform, and in Gartner's Magic Quadrant. It is used by over 350 clients worldwide going beyond Enterprise Content Management, securely authenticating (AD/SAML,OpenID, oAuth) all users for self service interaction. Centralpoint automatically aggregates your information from disparate sources, applying rich metadata against your rules, yielding true Knowledge Management; allowing you to search and relate disparate sets of data from anywhere. Centralpoint offers the most robust Module Gallery, out of the box, and can be installed on premise or in the Cloud. Be sure to see our solutions for Automating Metadata, Automating retention Policy Management, and simplifying the mash up of disparate data for the benefit of AI (Artificial Intelligence). Centralpoint is often used as an intelligent altternative to Sharepoint, allowing easy Migration tools. It can also be used for any secure portal solution for your public sites, Intranets, Members or Extranets. -
21
Delphix
Perforce
Delphix is the industry leader in DataOps and provides an intelligent data platform that accelerates digital transformation for leading companies around the world. The Delphix DataOps Platform supports a broad spectrum of systems, from mainframes to Oracle databases, ERP applications, and Kubernetes containers. Delphix supports a comprehensive range of data operations to enable modern CI/CD workflows and automates data compliance for privacy regulations, including GDPR, CCPA, and the New York Privacy Act. In addition, Delphix helps companies sync data from private to public clouds, accelerating cloud migrations, customer experience transformation, and the adoption of disruptive AI technologies. Automate data for fast, quality software releases, cloud adoption, and legacy modernization. Source data from mainframe to cloud-native apps across SaaS, private, and public clouds. -
22
EnterWorks
Precisely
And incremental revenue with a strategic approach to product information management (PIM). Kick off your RFP process with a helpful guide to selecting the right PIM/MDM system for your organization. What you should know to prepare your organization and department for your PIM/MDM initiative. Create, manage, and share trusted, differentiated product data, at the speed the market demands. Store, manage and share the right digital assets across all your channels. Create a single, governed source of truth for your strategic data assets across your systems. Experts unanimously agree that we’re an industry leader offering best in class features, functions and services. Questions your organization can use in its Request for Information for a PIM or MDM system. EBOOK. Drive better customer experiences and incremental revenue with a strategic approach to PIM. Exploring the return on investment (ROI) of a PIM and MDM Implementation. -
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Oracle Fusion Cloud EPM
Oracle
Gain the agility and insights you need to outperform in any market condition. Oracle Fusion Cloud Enterprise Performance Management (EPM) helps you model and plan across finance, HR, supply chain, and sales, streamline the financial close process, and drive better decisions. Comprehensively address your needs with functional breadth and depth across financial and operational planning, consolidation and close, master data management, and more. Seamlessly connect finance with all other lines of business for enterprise-wide agility and alignment. Drive better decisions with scenario modeling and built-in, advanced analytics. Oracle EPM consistently tops analyst rankings; thousands of customers gain more value from running their EPM processes with Oracle in the cloud. Drive agile, connected plans—from scenario modeling and long-range planning to budgeting and line of business planning—that are built on best practices and advanced technologies. -
24
ibi
Cloud Software Group
We’ve built our analytics machine over 40 years and countless clients, constantly developing the most updated approach for the latest modern enterprise. Today, that means superior visualization, at-your-fingertips insights generation, and the ability to democratize access to data. The single-minded goal? To help you drive business results by enabling informed decision-making. A sophisticated data strategy only matters if the data that informs it is accessible. How exactly you see your data – its trends and patterns – determines how useful it can be. Empower your organization to make sound strategic decisions by employing real-time, customized, and self-service dashboards that bring that data to life. You don’t need to rely on gut feelings or, worse, wallow in ambiguity. Exceptional visualization and reporting allows your entire enterprise to organize around the same information and grow. -
25
Informatica MDM
Informatica
Our market-leading, multidomain solution supports any master data domain, implementation style, and use case, in the cloud or on premises. Integrates best-in-class data integration, data quality, business process management, and data privacy. Tackle complex issues head-on with trusted views of business-critical master data. Automatically link master, transaction, and interaction data relationships across master data domains. Increase accuracy of data records with contact data verification, B2B, and B2C enrichment services. Update multiple master data records, dynamic data models, and collaborative workflows with one click. Reduce maintenance costs and speed deployment with AI-powered match tuning and rule recommendations. Increase productivity using search and pre-configured, highly granular charts and dashboards. Create high-quality data that helps you improve business outcomes with trusted, relevant information. -
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Oracle MDM
Oracle
To fully understand master data management (MDM), we must first define and explain master data and differentiate between it and master data management. Master data is the critical business information that supports and classifies the transactional and analytical data of an enterprise. It may also be referred to as “enterprise data” or “metadata,” and often includes application-specific metadata, alternative business perspectives, corporate dimensions, reference data, and master data assets. Examples of enterprise data include chart of accounts, organization or cost-center structures, market segments, product categories, and more. Master data management (MDM) does exactly what the name implies—manages master data. MDM is the combination of applications and technologies that consolidates, cleanses, and augments this master data and synchronizes it with applications, business processes, and analytical tools. -
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Kalido Master Data Management
Magnitude Software
Feed harmonized, governed, golden copy data to your BI, data warehouse or downstream applications for better - and faster - decision making. With a single master data management solution, Magnitude Kalido MDM, you can define and model critical business information from any domain - customer, product, financial, vendor, supplier, location and more - to create and manage accurate, integrated, and governed data business users trust. Model as many domains as you need in a single solution. Magnitude's domain-agnostic modeling, matching, and harmonization capabilities reduce manual stewardship and accelerate the integration of data from multiple sources so you can make better business decisions. Drive better outcomes by reducing the communication and collaboration gap between IT and the business. -
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Komprise
Komprise
Komprise Intelligent Data Management puts you in control of your data destiny. Komprise easily analyzes across your storage, finds and moves cold data to shrink expensive storage and backups, and migrates data. It uses a patented, adaptive, scale-out architecture built for today’s scale of data. One software solution to analyze, archive, and migrate. Analyze data across your storage to understand the what, when, who. Play with different policy scenarios and leverage the reports to see how much you can save. A “smart data migration” strategy for enterprise file data means an analytics-first approach ensuring you know which data can migrate, to which class and tier, and which data should stay on-premises in your hybrid cloud storage infrastructure. Komprise Elastic Data Migration makes cloud data migrations simple, fast and reliable with continuous data visibility and optimization. -
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Phynd
Phynd Technologies
A single platform to operationalize and optimize provider data enterprise-wide. Phynd 360 is an innovative provider data platform, serving as health systems’ central hub for all provider data. Phynd optimizes provider data – people, places and services – for use in EHR, Marketing and Claims systems via platform tools which offer provider enrollment, management, outreach and search across the enterprise. Manage data specific to employed, referring and affiliated providers. Maintain profiles of your care locations for consumers, providers and care coordinators. Match providers with the right specialty, subspecialty, clinical and consumer-friendly terms. Track provider and location participation in commercial and health system plans, ACOs, and narrow networks. -
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Org Dictionary
Fexle
Org Dictionary is the first of its kind application that helps users to build & maintain their own vocabulary of metadata that include custom objects, fields, record types, etc. Generally, Salesforce has a pre-defined object module that was designed to help developers, now Fexle has taken this module to the next level by creating Org Dictionary, an application that enhances its standard features. This dictionary gives users the options to create a custom project-based vocabulary, with custom metadata, fields. etc. This app is designed and developed with an aim to strengthen your business organization with its amazing features. Salesforce, without any second thought, is one of the fastest-growing companies in the world that comes with solutions boast of cutting-edge functionalities. Our profound Salesforce consultants have developed and designed Org Dictionary in such a way that with it will let your entire organization get all the information about a specific custom component.
