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Best Master Data Management (MDM) Software

Master data management (MDM) software tracks the most essential company-wide data points, also known as master data, and provides insights related to company operations, clients, and goals. MDM platforms draw information from multiple domains and departments and singles out the core data that administrators have determined is most relevant to the organization. Users can then implement that data as they see fit, keep records of data history, and make projections based on findings. Operations teams can utilize these tools, in conjunction with IT teams, to identify the essential metrics across the entire business and pinpoint areas of concern, gauge the success of individual departments, increase productivity, and maximize ROI.

To qualify for inclusion in the MDM category, a product must:

  • Track data from multiples sources related to an organization, specifically department performance metrics
  • Consolidate, organize, and store master data, filtering for duplicate information and inconsistencies and presenting findings in a clean format
  • Provide administrators with tools and/or initiatives related to master data
  • Export MDM data as necessary to other software tools
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    IBM® Information Governance Catalog is an interactive, web-based tool that allows users to explore, understand and analyze information. Users can create, manage and share a common business language, document and enact policies and rules and track the usage and consumption of data within a lineage report providing trusted information for compliance and insights. Learn More:

    Develop, provision, and manage your mission-critical applications across a heterogeneous software environment. With SAP NetWeaver, you gain the tools, Web services, and application server capabilities you need to support seamless application, data, and system integration.

    Dell Boomi
    (16)4.4 out of 5
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    Recognized as a leader by top analyst firms, Dell Boomi integration platform as a service (iPaaS) is 100 percent native cloud. It’s a shared-everything, multi-tenant platform that supports cloud-to-cloud, SaaS-to-SaaS, cloud-to-on-premises, on-premises-to-on-premises and B2B integration. Dell Boomi AtomSphere supports real-time integration and elastically scales to meet high-volume needs in mobile, batch (ETL) and EDI environments. Easily accessed via a browser, it delivers an impressive range of integration, master data management (MDM) and platform extension capabilities.

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    Better understand your data and cleanse, monitor, transform and deliver it. Build confidence in your data Delivers clean, consistent and timely information for your data warehouses or big data projects and applications. Create a flexible governance strategy Helps you adapt a data governance strategy to suit your organizational objectives, while shaping business information in unique ways to meet your needs. Modernize and consolidate your systems Enables you to consolidate applications, retire outdated databases and modernize your infrastructure, as well as automate business processes for improved cost savings. Connect business and IT Provides a unified platform that enables collaboration, which can help you bridge the gap between business and IT and align objectives.

    IBM InfoSphere Master Data Management (MDM) manages all aspects of your critical enterprise data, no matter what system or model, and delivers it to your application users in a single, trusted view. Provides actionable insight, instant business value alignment and compliance with data governance, rules and policies across the enterprise.

    SAS 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.

    Oracle MDM is a platform that delivers consolidated, master data across your enterprise and distributes the information to all operational and analytical applications.

    STEALTHbits’ StealthAUDIT Management Platform helps organizations collect and analyze the data they need to answer their most difficult questions in the management and security of their critical IT infrastructure, data, and applications. Unlike point-products designed to address only a single need, StealthAUDIT is a true framework. With preconfigured solutions to address your most common requirements, as well as an extensive toolset for you to create solutions of your own, StealthAUDIT remains relevant even when your requirements change. Strict audit regulations like PCI DSS, HIPAA, SOX, and others, require organizations to know who has access to certain types of data, what they’re doing with it, and how users were granted that access. Couple that with the threat of insider theft and data loss, and risky conditions like Open Access in the File System and SharePoint, and today’s IT administrators need help! KEY FEATURES & BENEFITS - Preconfigured Solution Sets – StealthAUDIT contains out-of-the-box, ready to run Solution Sets aligning to Data Access Governance for Unstructured and Structured Data, Active Directory Management and Security, OS-level Auditing and Governance, and more. - Process Automation – StealthAUDIT seamlessly ties together disparate processes, creating fully automated solutions that save time, avoid unnecessary costs, and alleviate burden on IT. - Governance – Not all the data you need can be obtained from a system or application. StealthAUDIT provides both simple and sophisticated methods of retrieving and incorporating end-user feedback into the data analysis and decision-making process, including Entitlement Reviews, Self-Service Access Requests, and more. - Technology Integration – StealthAUDIT can push and pull data to and from dozens of technologies (including home-grown systems) to enhance the value of existing and future technology investments. - Consolidated Reporting – StealthAUDIT can report on any available dataset, enabling organizations to automate a multitude of reporting tasks, as well as view all of their reports in a single pane of glass.

    Maximize availability and maintain control of your storage infrastructure running ONTAP software for improved availability, scalability, supportability, performance, and security.

    The Profisee Platform has been designed for any size organization to deliver enterprise level multi-domain Master Data Management solutions, simply and easily. In contrast to the technically complex platforms of the past, targeted towards IT with lengthy implementations, the Profisee Platform focuses on providing the fastest time to value, while innovating around the data management user experience so that it’s accessible to non-technical business users. Gone are the days of acquiring multiple best of breed technologies to manage data. The Profisee Platform provides a single integrated suite of data management capabilities which support any data domain in any industry. The key components of the Profisee Platform are: • Core Data Hub: The foundational elements of any data management solution. Drag and drop data modeling, business rules, simple integration, and robust security provide the foundation for an data management solution • Stewardship & Governance: People are the key component of a data management program. Profisee provides a modern and powerful stewardship and governance experience, which is highly configurable, and delivered over the web. • Golden Record Management: A central aim for any data management program is creating a single view of your data. Profisee’s Golden Record Management is a best-in-class engine that provides out of the box cleansing, verification, matching, and survivorship, with performance that scales to hundreds of millions of records. • Workflow: To harness the full value of an MDM solution, you need an engine to automate and enforce business processes. Profisee Workflow provides that engine, driving proactive stewardship and managing cross functional processes to increase business agility. • Integrator: Easily create real-time bi-directional integrations to synchronize your master data with any enterprise system, by configuring maps to integrate Profisee with other enterprise applications and services. • Event Management: An industry leading innovation and best-in-class capability for configuring and managing real-time data events. Configure events to be generated by data changes, and initiate real-time data integrations, MDM workflows, or distribute messages to any other enterprise application. • SDK: An MDM solution cannot become another silo of data in the enterprise. Profisee’s SDK provides the API and services to weave master data into the fabric of your enterprise. Use the SDK to expose master data to the enterprise as a service, integrate it with your EAI platform, or embed it into existing applications. An MDM platform should support digital transformation innovation across your business. Unlike other MDM offerings, Profisee’s Platform does NOT impose licensing restrictions on the number of domains, users, records, or cores. With Profisee’s uniquely clustered architecture, your solution can scale with your business to support the management of hundreds of millions of records. With Profisee, rest assured that your digital strategies are built upon a, secure, trusted enterprise class, data management technology foundation. Lastly, Profisee LightSwitchtm provides organizations with a suite of pre-built data management solutions centered around common enterprise applications, industries, or domains. Instead of configuring a solution from scratch, Profisee LightSwitch applications allow organizations to simply turn on an MDM solution, with Profisee best practices and standards built in. Connect anything. Master Everything.

    Omni-Gen Master Data Management (MDM) Edition provides a single platform for generating applications that combine data integration, data quality, and master data management – in a fraction of the time such projects used to require. The benefits are huge – typical project times can be reduced from a year-and-a-half to six months or less. (NOTE: Other iWay components, such as iWay Service Manager, are included as part of the Omni-Gen platform.)

    ArcGIS Data Interoperability brings spatial data from many sources into the ArcGIS environment for mapping, visualization, and analysis.

    Talend Master Data Management The fastest route to trusted and actionable master data management Talend Master Data Management (MDM) unifies any amount of data—from customers to products to suppliers and beyond--into a single, actionable “version of the truth.” As part of the Talend Data Fabric, Talend MDM combines real-time data, applications, and process integration with embedded data quality and stewardship to share across on-premises, cloud and mobile applications. -Turn master data into business value with one solution -Deliver on the promise of MDM faster -Maximize your ROI

    ASG Technologies’ Enterprise Data Intelligence Solution delivers a tool-agnostic solution that supports the creation of custom metadata interfaces for your enterprise sources, providing a complete data lineage knowledge base. The range and flexibility offered by ASG includes discovery of mainframe, distributed and other ETL code, analyzing to ensure there are no gaps in your end-to-end lineage.

    EBX5 is a master data management platform that provides master data customers, products and reference data throughout your enterprise for operational and analytical processes.

    EBX makes it easier to manage your data assets. Custom applications and purpose-built MDM solutions are hard to change while EBX is flexible and agile. EBX uses a unique what-you-model-is-what-you-get design approach: with applications generated on the fly and fully configurable. This eliminates the need for long, costly, and endless development projects.

    TIBCO MDM is a cloud-based solution that allows you to integrate data, manage it in a multi-domain environment and distribute where and when it's needed.

    Triniti Master Data Management is the next generation of multi-domain master data management. It is an emerging category called application data management which goes beyond traditional semantic consistency and make master data actionable in applications that consume master data. It supports, Product, Customer and GL Account.

    IBM’s Master Data Management products provides a 360º View of People, Places and Things. You can create complete single, trusted views of the most important business entities and facilitate matching with corresponding data. Now these capabilities are available on the cloud.   Learn More:

    Azure Data Catalog is an enterprise-wide metadata catalog enabling self-service data asset discovery. The Data Catalog stores, describes, indexes and provides information on how to access any registered data asset and makes data source discovery trivial.

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    Oracle Enterprise Data Management Cloud provides a single platform to flexibly manage enterprise data while maintaining data integrity and enterprise application alignment.

    Stibo Systems provides technology and solutions that enable organizations to manage their operational information on a global scale through an integrated process.

    Simplify your data infrastructure—from the edge to the core to the cloud—with the industry's leading enterprise data management software.

    (2)4.3 out of 5
    Optimized for quick response
    Optimized for quick response

    Pimcore is an open source digital experience platform, which seamlessly unites data management and experience management in a single digital platform. It offers Product Information Management (PIM), Master Data Management (MDM), Digital Asset Management (DAM), Web Content Management (WCM) and Digital Commerce Platform(eCommerce) in a single suite. Pimcore’s consolidated platform enables organizations to manage product information, digital assets, digital commerce and web content in a consolidated setup, thus empowering them with a single ‘trusted view’ of information and delivering a superior product experience to their customers across multiple touchpoints. What makes Pimcore a great alternative to expensive digital experience platform is its incredible flexibility, API-driven approach, speed-to-market, plus momentum of 100+ global solution partners. The Pimcore platform is based open architecture and available at zero license cost for developers, agencies and enterprises. Founded in 2009, Pimcore is based in Salzburg, Austria with additional offices in Sugarland, Texas (United States) and New Delhi, India.

    Reltio Cloud delivers enterprise data-driven applications together with a modern data management Platform as a Service (PaaS), guiding customers to take the right actions, based on the right insights, to achieve the right results.

    Riversand offers a single integrated, scalable and robust multi-domain MDM platform designed to offers a variety of use cases that accelerate time-to-market, increase sales and improve operational excellence.

    World Geocoder for ArcGIS enables you to securely map your global addresses quickly and accurately behind your firewall.

    Ataccama One is a master data management software that combines data profiling and analysis, data quality alteration and MDM capabilities.

    File-AID is Compuware's cross-platform file and data management solution.

    FreeSight is a powerful self-service tool for data integration, data preparation, analytics and reporting tasks. It is also development platform for automating business processes and recurring reporting. It has a full-function spreadsheet component, a dynamic working "canvas" for building fully transparent operational workflows, automatic charting and data visualizations, simple and flexible file import and export functions, and more. Easy enough for "regular" business and data analysts -- and robust and powerful enough for data experts.

    hybris PCM is a project content management solution that helps you carve information, images, videos and more across multiple touchpoints allowing you to manage the collaborative process to build, manage and publish product data.

    IBM Spectrum Discover is modern metadata management software that provides data insight for exabyte-scale unstructured storage. IBM Spectrum Discover connects to IBM Cloud Object Storage System and IBM Spectrum Scale to rapidly ingest, consolidate and index metadata for billions of files and objects, providing a rich metadata layer on top of these storage sources. This metadata enables data scientists, storage administrators, and data stewards to efficiently manage, classify and gain insights from massive amounts of unstructured data. The insights gained accelerate large-scale analytics, improve storage economics, and help with risk mitigation to create competitive advantage and speed critical research.

    All the talk about qualitative data analysis is for naught if you can’t understand language as it is spoken. That is what Natural Language Processing (NLP) is all about. NewSci NLP brings this power to organization’s seeking to extract insights from their unstructured data. Just as you know what a person is saying when you hear, “I’m hungry, I want an apple” vs. “I really want an Apple™ instead of a PC,” so now can a computer. NewSci NLP enables a computer to understand the people, places, and things important to your organization. This, in turn, allows your unstructured data to be analyzed just like your structured data. With NewSci NLP your organization will enjoy qualitative analysis (the Why behind the numbers) alongside your quantitative analytics. Uses models customized to your organization; the domain in which you operate; the quality of your recordings; and even local and regional dialects to deliver the highest level of transcription accuracy. Captures your organization’s domain and unique characteristics to enable deep Natural Language Understanding analysis and Natural Language Generation. Your NewSci Ontology will be your Rosetta Stone for unlocking the value hidden in your unstructured data. The NewSci Insight Reservoir™ brings governance and insight to the data lake. You enjoy all the benefits of a state-of-the-art Big Data lake including access to hundreds of data connectors for ingesting information; transformation tools for quality assurance and data enhancement; and cataloging of your data down to the field level while at the same time having unmatched data governance capabilities: Unlike a passive data lake, the NewSci Insight Reservoir™ is a powerful cognitive computing platform where you can perform machine learning; deep learning; and natural language processing on all your structured and unstructured data. NewSci NLP connects directly to your NewSci Insight Reservoir™ to extract meaning from your text and make it available for analysis. Machine and Deep Learning algorithms can be created, and perfected, as data enters the Insight Reservoir™, increasing the value in real-time. And all of the insights can easily be made available for visualization tools including Tableau®, Qlik®, and MS Power- BI®. Jump out of the data lake and get your organization into the NewSci Insight Reservoir™

    Octopai is a centralized, cross-platform metadata management automation solution that enables data and analytics teams to quickly and precisely discover and govern shared metadata. Utilizing machine learning, Octopai automates metadata management dramatically increasing productivity and trust, shortening time to market, and reducing risks associated with erroneous data.

    SyncManager is a Software-as-a-Service (SaaS) solution designed to manage master data within and between enterprises. SyncManager forms a central repository for storing this master data and provides powerful functionality such as automatically validating data quality against industry standards, sharing data electronically with those who need it and keeping master data synchronized between different systems.

    Tealium DataAccess is the most flexible way to access and own your data in real-time- extending the power of Tealium iQ Tag Management, AudienceStream, and other integrations across an entire organization.

    Teradata Master Data Management (MDM) provides a central framework with complete support of a data governance environment that is workflow and process driven. It provides the foundation for the enterprise data governance that is needed by companies today.

    Vin MDM is the multi - domain MDM solution to keep master data clean & consistent across multiple channels Vin MDM helps Retailers, eTailers, CPGs, Manufacturers, 3PLs, and Marketplaces: - Achieve Single Version of Truth/Information - Improve Cross-sell & Up-sell - Transform Master Data into Business Benefits - Enhance Shopping & browsing Customer Experience - Understand their Customers better - Easily Govern the organizational data and workflow for accuracy and accountability - Rely on high-quality data for quick decision making - Seamless integrations with multiple systems and applications

    AllSight is the first Customer Intelligence Management system that addresses the reality of the customer data and analytics market,that customer data always evolves.

    appMDM provides Central Data Hub to process Master Data Maintenance Transactions.

    Binary Demand provides custom solutions to prevent wastage of your data by making up for its natural degradation. Its customised data solutions include standardisation, de-duping, cleansing, verification etc. This helps in creating a list of probable customers based of criterias such as geography, company size, job titles, industry, etc.

    BlueTalon keeps enterprises in control of their data. We empower users to access and benefit from the data that they are entitled to, based on their function in the enterprise, while maintaining enterprise-level security that reduces the risk of being breached.

    BridgeHead’s Healthcare Data Management (HDM) Solution helps hospitals overcome the challenges they face regarding data and storage management – particularly around the information explosion and the impact this data growth is having on healthcare IT departments in terms of their operations, efficiency, effectiveness and cost.

    ClearMDM offers Master Data Management for Salesforce.

    ControlUp is a real-time IT operations platform that offers RDS and VDI management features.

    Data Manager enables virtualization solutions, improving ongoing management and creating a more efficient and cost-effective storage environment.

    DataRocket is multi-domain master data management software. It is unique in its range of functions – including analysis, data-cleansing and reporting – and its super simple operability.

    The Data Stream Manager (DSM) is an application designed to instantly govern global digital data management.