List of the Top 25 Master Data Management Software in China in 2026

Explore Semarchy’s adaptable unified data platform to enhance decision-making across your entire organization. Using xDM, you can uncover, regulate, enrich, clarify, and oversee your data effectively. Quickly produce data-driven applications through automated master data management and convert raw data into valuable insights with xDM. The user-friendly interfaces facilitate the swift development and implementation of applications that are rich in data. Automation enables the rapid creation of applications tailored to your unique needs, while the agile platform allows for the quick expansion or adaptation of data applications as requirements change. This flexibility ensures that your organization can stay ahead in a rapidly evolving business landscape.

Maximizing the value of your first-party data is essential for success. D&B Connect offers a customizable master data management solution that is self-service and capable of scaling to meet your needs. With D&B Connect's suite of products, you can break down data silos and unify your information into one cohesive platform. Our extensive database, featuring hundreds of millions of records, allows for the enhancement, cleansing, and benchmarking of your data assets. This results in a unified source of truth that enables teams to make informed business decisions with confidence. When you utilize reliable data, you pave the way for growth while minimizing risks. A robust data foundation empowers your sales and marketing teams to effectively align territories by providing a comprehensive overview of account relationships. This not only reduces internal conflicts and misunderstandings stemming from inadequate or flawed data but also enhances segmentation and targeting efforts. Furthermore, it leads to improved personalization and the quality of leads generated from marketing efforts, ultimately boosting the accuracy of reporting and return on investment analysis as well. By integrating trusted data, your organization can position itself for sustainable success and strategic growth.

Plauti is a data quality platform built natively for CRM, designed for organizations that want tight governance, strong security, and practical control over the accuracy of their customer data. Unlike solutions that move data to external servers or require separate platforms, Plauti runs entirely inside your existing CRM infrastructure, so no data leaves your system and no additional security perimeter is introduced. For Salesforce customers, Plauti covers the end-to-end data quality lifecycle: Prevent duplicates at the source: Real-time alerts notify users of potential duplicates as they enter records, helping sales, marketing, and service teams keep data clean from the start. Protect against hidden duplicates: Detect duplicates created by imports, integrations, and APIs to keep inbound data streams aligned with your standards. Remediate at scale with batch jobs: Run configurable batch processes to find, review, and merge existing duplicates across large data volumes, with full audit trails that support compliance, internal controls, and reporting. Verify contact information: Check email addresses and phone numbers before they’re saved to reduce bounce rates, improve campaign performance, and support more reliable outreach. All of this operates on Salesforce’s own infrastructure, using your existing permissions, roles, and security model. There is no separate user login, no data sync lag to manage, and no additional compliance gap to justify to auditors or security teams. For Microsoft Dynamics 365, Plauti focuses on robust duplicate prevention and control. Admins can configure real-time alerts, leverage API-based detection, run batch processes, and apply cross-entity matching rules to keep accounts, contacts, and leads aligned and consolidated. Plauti is built for CRM admins, data stewards, and operations teams who need immediate, self-service control over data quality—without waiting for developers, complex projects, or long IT ticket queues.

Composable serves as a robust DataOps platform tailored for enterprises, empowering business users to develop data-centric products and formulate data intelligence solutions. This platform enables the creation of data-driven offerings that utilize a variety of data sources, including live streams and event data, irrespective of their format or structure. With its intuitive and user-friendly visual editor for dataflows, Composable also features built-in services to streamline data engineering tasks, in addition to a composable architecture that promotes both abstraction and integration of diverse analytical or software methodologies. As a result, it stands out as the premier integrated development environment for the exploration, management, transformation, and analysis of enterprise-level data. Moreover, its versatility ensures that teams can adapt quickly to changing data needs and leverage insights effectively.

Sadas Engine stands out as the quickest columnar database management system available for both cloud and on-premise setups. If you seek an effective solution, look no further than Sadas Engine. * Store * Manage * Analyze Finding the optimal solution requires processing a vast amount of data. * BI * DWH * Data Analytics This state-of-the-art columnar Database Management System transforms raw data into actionable insights, boasting speeds that are 100 times greater than those of traditional transactional DBMSs. Moreover, it has the capability to conduct extensive searches on large datasets, retaining this efficiency for periods exceeding a decade. With its powerful features, Sadas Engine ensures that your data is not just stored, but is also accessible and valuable for long-term analysis.

Modern enterprises depend on accurate, consistent, and actionable data to keep operations running efficiently. The Verdantis MDM Suite helps organizations overcome long-standing master data challenges, delivering end-to-end capabilities for cleansing, deduplication, normalization, enrichment, and governance. With built-in compatibility for SAP, Oracle, and Microsoft Dynamics, Verdantis ensures smooth, real-time integration with existing enterprise systems, making high-quality data accessible where it matters most. Verdantis Harmonize transforms legacy, fragmented datasets into standardized, enriched information assets. Through large-scale automation, it eliminates duplicates, enhances classification accuracy, and accelerates data readiness, achieving results in weeks rather than months. Verdantis Integrity complements this foundation by embedding strong data governance and control. Predefined business rules, validations, and approval workflows ensure ongoing data accuracy, consistency, and compliance with corporate and regulatory standards. Going beyond conventional MDM, Verdantis incorporates domain-trained Agentic AI that brings intelligence to MRO data management. From parts obsolescence tracking and intelligent alternates to category analytics and predictive insights, the AI engine enables organizations to anticipate change, optimize spare parts inventory, and enhance operational reliability. By uniting automation, governance, and AI-driven intelligence, the Verdantis MDM Suite empowers enterprises to transform MRO data into a strategic lever for operational excellence, reducing costs, minimizing downtime, and ensuring business continuity at scale.

Pimcore offers a unified platform that consolidates all business information, effectively minimizing data silos and enhancing the reliability of data through its integration of PIM, MDM, CMS, DAM, and eCommerce functionalities. This platform empowers users with extensive control over various data assets, such as product, customer, and vendor information, applicable across diverse organizations and sectors. Additionally, Pimcore stands out as the sole open-source experience management solution that flawlessly merges content and commerce, eliminating the dependency on external services. With robust multilingual capabilities, it ensures that CMS, eCommerce, and PIM can cater to a global audience, providing a truly universal customer experience. Furthermore, Pimcore excels in creating top-tier eCommerce ecosystems that facilitate exceptional B2B and B2C omnichannel experiences. Its agile and adaptable architecture is designed to meet changing business demands and future requirements, making it a scalable solution. Moreover, Pimcore guarantees universal connectivity, allowing data from any source to be integrated, accessed, and utilized by its applications, business processes, and users, thus driving efficiency and collaboration within organizations. This comprehensive approach positions Pimcore as a vital tool for businesses seeking to streamline operations and enhance their digital presence.

Acterys is a comprehensive platform that seamlessly connects with Microsoft Azure, Power BI, Excel, and Financial Planning & Analytics. It enables the automation of data integration from various sources through connectors compatible with numerous ERP, accounting, and SaaS solutions. All Corporate Performance Management (CPM) processes can be efficiently managed on a single platform that utilizes industry-leading SQL Server technologies, whether hosted in the cloud or on-premises. The platform offers customizable, profit-optimizing application templates designed for planning, forecasting, and consolidation. Additionally, business users have the ability to merge their FP&A and CPM processes with everyday productivity tools, facilitating the implementation of effective financial planning and analysis practices. This integration not only enhances operational efficiency but also supports strategic decision-making across the organization.

OpenDQ offers an enterprise solution for data quality, master data management, and governance at no cost. Its modular architecture allows it to adapt and expand according to the specific needs of your organization's data management strategies. By leveraging a framework powered by machine learning and artificial intelligence, OpenDQ ensures the reliability of your data. The platform encompasses a wide range of features, including: - Thorough Data Quality Assurance - Advanced Matching Capabilities - In-depth Data Profiling - Standardization for Data and Addresses - Master Data Management Solutions - A Comprehensive 360-Degree View of Customer Information - Robust Data Governance - An Extensive Business Glossary - Effective Meta Data Management This makes OpenDQ a versatile choice for enterprises striving to enhance their data handling processes.

K2View is committed to empowering enterprises to fully utilize their data for enhanced agility and innovation. Our Data Product Platform facilitates this by generating and overseeing a reliable dataset for each business entity as needed and in real-time. This dataset remains continuously aligned with its original sources, adjusts seamlessly to changes, and is readily available to all authorized users. We support a variety of operational applications, such as customer 360, data masking, test data management, data migration, and the modernization of legacy applications, enabling businesses to achieve their goals in half the time and at a fraction of the cost compared to other solutions. Additionally, our approach ensures that organizations can swiftly adapt to evolving market demands while maintaining data integrity and security.

Akeneo stands out as a premier company in the realm of Product Experience (PX) and is recognized globally as a leader in Product Information Management (PIM). The vision of Akeneo is to cultivate an environment where every interaction with a product becomes an enriching experience, steering both consumers and professionals toward optimal purchasing decisions, regardless of time or location. Through its innovative software solutions, educational offerings, and a vibrant community, Akeneo equips business leaders with the tools and knowledge necessary to excel in the field of product experience management, ultimately enhancing the way products are perceived and utilized in the market.

The Rulex Platform serves as a comprehensive data management and decision intelligence system that enables users to create, execute, and uphold enterprise-grade solutions grounded in business data. By skillfully orchestrating data and harnessing decision intelligence tools such as mathematical optimization, eXplainable AI, rule engines, and machine learning, the Rulex Platform effectively tackles diverse business challenges and edge cases, thereby enhancing operational efficiency and decision-making processes. Furthermore, Rulex solutions offer seamless integration capabilities with any third-party systems and architectures via APIs, can be effortlessly deployed into various environments using DevOps tools, and allow for flexible flow automation to schedule their execution, ensuring adaptability in dynamic business landscapes. This versatility makes Rulex an invaluable tool for organizations looking to optimize their data-driven strategies.

Streamline your workflow by creating and managing ETL/ELT pipelines in a user-friendly environment that simplifies debugging processes. Prior to deployment, visualize changes to enhance development, speed up testing, and minimize errors during debugging. Leverage Python along with our intuitive interface to promote collaboration among team members, ultimately conserving precious time during challenging development phases. Integrate data from any format, source, or size without hesitation, ensuring ease of use. Achieve the highest level of data accuracy by employing real-time error flagging and debugging throughout specific processes and across entire pipelines. Automatically scale your infrastructure using compute, storage, and network resources as data volume and velocity increase, ensuring optimal performance. Additionally, real-time data observability enables you to detect and address issues effectively, allowing for a deep dive into your data pipelines for thorough troubleshooting and optimization. This comprehensive approach not only boosts efficiency but also enhances the overall quality of your data management efforts.

The Qliktag Platform stands out as an innovative solution that transforms ordinary consumer products into IoT Connected Smart Products. By enabling the assignment of internet identifiers to various items through tags like NFC, RFID, QR codes, and smart packaging sensors, the platform enhances connectivity. Each product, batch, or serial instance can be linked to the Qliktag Platform, facilitating the exchange of information over the internet throughout its entire lifecycle. This capability empowers the development of a diverse range of smart applications and business processes, including traceability, transparency, authentication, customer engagement, and more. Moreover, it operates within a low-code environment that is not only highly scalable across billions of products but also secure and adaptable to various needs. Ultimately, the Qliktag Platform revolutionizes how businesses interact with their products and customers in a digital landscape.

Boomi provides an enterprise-grade iPaaS solution that facilitates the seamless integration of applications, APIs, and data to accelerate digital transformation. The platform allows businesses to automate processes, manage data flows, and orchestrate AI agents at scale. Boomi’s flexible and secure ecosystem is designed to simplify complex integrations, improve operational efficiency, and ensure scalability. Trusted by thousands of global businesses, Boomi combines AI automation with robust API management to deliver powerful, real-time insights and capabilities for enterprises seeking to innovate and streamline their operations. Boomi Agentstudio is a cutting-edge platform that redefines AI agent management, enabling enterprises to efficiently design, deploy, and govern AI agents for various business applications. With a focus on scalability, compliance, and security, it integrates AI agents into business processes to enhance productivity. Boomi’s robust features, including real-time monitoring, governance tools, and an extensive marketplace, allow businesses to easily manage AI initiatives, automate workflows, and unlock significant operational benefits without compromising on ethics or security.

Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. Known for its speed and precision, Stata features an extensive graphical interface that simplifies usability while allowing for full programmability. The software combines the convenience of menus, dialogs, and buttons, giving users a flexible approach to data management. Its drag-and-drop functionality and point-and-click capabilities make accessing Stata's vast array of statistical and graphical tools straightforward. Additionally, users can quickly execute commands using Stata's user-friendly command syntax, which enhances efficiency. Furthermore, Stata logs every action and result, ensuring that all analyses maintain reproducibility and integrity, regardless of whether menu options or dialog boxes are used. Complete command-line programming and capabilities, including a robust matrix language, are also part of Stata's offerings. This versatility allows users to utilize all pre-installed commands, facilitating the creation of new commands or the scripting of complex analyses, thereby broadening the scope of what can be achieved within the software.

Contentserv is an innovative cloud-based solution that integrates robust Product Information Management (PIM) with sophisticated Product Experience Management (PXM) features, allowing retailers, manufacturers, and distributors to centralize and improve their product information. Utilizing insights powered by artificial intelligence, along with Digital Shelf Analytics (DSA) and integrated Digital Asset Management (DAM), Contentserv simplifies complexity to provide consistent, ready-to-use content for various platforms, including eCommerce sites, marketplaces, and print media. The platform enhances data quality and workflow efficiency through its multilingual localization capabilities, parent-child taxonomy structure, and real-time collaboration tools. This unified strategy enables teams to quickly generate dynamic previews, automate product updates, and ensure brand consistency across all markets and channels. By facilitating centralized enrichment and efficient distribution, Contentserv significantly reduces time-to-market while empowering businesses to craft personalized, on-brand product experiences. Its user-friendly design and scalable infrastructure are tailored to adapt to the changing demands of contemporary omnichannel environments, ultimately guiding organizations toward measurable growth and improved customer satisfaction. This adaptability is crucial as businesses navigate the complexities of an ever-evolving digital landscape.

Keen operates as a comprehensive event streaming platform that is fully managed. By utilizing a real-time data pipeline built on Apache Kafka, it simplifies the process of gathering significant volumes of event data. The robust REST APIs and SDKs provided by Keen enable event data collection from any internet-connected device, enhancing versatility and accessibility. Additionally, our platform ensures the secure storage of your data, effectively minimizing operational and delivery risks associated with data handling. The use of Apache Cassandra's storage framework guarantees that your data remains secure during transit through HTTPS and TLS protocols. Furthermore, this data is safeguarded with multilayer AES encryption, reinforcing its protection. With Access Keys, you can present data in flexible formats without needing to overhaul or restructure the existing data model. The implementation of Role-based Access Control provides the ability to define customizable permission levels, allowing for granular control down to specific queries or individual data points. This level of flexibility in user access is crucial for maintaining both security and efficiency in data management.

With Iteratively, you can remove inefficiencies, cut unnecessary costs, and avoid poor decision-making that stems from unreliable data. Our tracking plans synchronize your entire organization around customer data, ensuring that all team members stay informed. You can swiftly establish analytics using code snippets and automated quality checks, enabling you to skip the tedious process of data manipulation and achieve accurate analytics right from the start. By creating a cohesive taxonomy and a single source of truth for event definitions, you will uphold clarity throughout your operations. This approach allows you to eliminate the laborious task of data cleanup, ensuring your analytics are recorded correctly from the get-go. Moreover, with automated reports and alerts, you can catch potential analytics issues before they develop, removing the need for manual quality assessments. Protect your sensitive data by reviewing tracking changes and employing pre-configured rules to prevent PII leaks to your analytics providers. Your privacy is maintained as we do not store, process, or access your data. Additionally, Iteratively is compatible with both third-party and custom data pipelines, ensuring that your tracking plan remains up-to-date across your organization. Standardizing naming conventions through a company-wide taxonomy allows you to finally feel at ease, knowing that your analytics tracking is dependable and will perform reliably when it matters most. This way, your team can devote their attention to generating insights without the burden of concerns regarding data integrity and accuracy. In doing so, you foster a culture of informed decision-making driven by trustworthy data.

In the current environment driven by data, the search for relevant information often takes more time than the analysis itself. Azure Data Catalog acts as a versatile metadata repository tailored for organizations, streamlining the identification of data resources. This fully-managed platform accommodates a diverse array of users—including analysts, data scientists, and developers—allowing them to register, improve, locate, understand, and leverage various data sources. You can utilize your preferred tools, as Data Catalog aids in the discovery and use of the data you need. Your data remains securely stored in your chosen locations, while Data Catalog assists in effortless access and management through a user-friendly interface. By encouraging broad usage and promoting ongoing value creation within the data ecosystem, Data Catalog enables users to exchange insights, advice, and best practices, fostering a collaborative environment where everyone can gain advantages. This solution not only democratizes the discovery of data assets but also ensures that all users can participate in the process meaningfully. Such a strategy enhances cooperation and contributes to a richer overall data landscape within organizations, ultimately driving innovation and informed decision-making.

The Skypoint AI Platform is a powerful solution for data and artificial intelligence, specifically designed for highly regulated industries like healthcare, finance, and government, enabling seamless data integration with advanced AI-driven automation. Built on an adaptable data lakehouse framework, this platform combines structured and unstructured data into a cohesive source of truth, all while maintaining a strong focus on governance, security, and compliance. Offering a wide array of AI capabilities, it includes business intelligence tools, AI agents, and collaborative resources that empower organizations to enhance their operational efficiency and improve decision-making processes. By leveraging complex AI systems that integrate specialized language models, retrieval systems, and external data sources, Skypoint delivers tailored, intelligent solutions that effectively tackle specific challenges faced by various industries. Moreover, its forward-thinking design allows organizations to remain agile in response to changing regulatory landscapes, thereby optimizing both productivity and insights. As a result, the Skypoint AI Platform not only addresses immediate needs but also fosters long-term strategic growth for businesses navigating complex environments.

Regardless of whether your organization utilizes an ERP, CRM, CDP, marketing tools, custom databases, or other applications, prioritizing customer master data with Pretectum CMS, a SaaS platform for managing customer information, is advantageous. Pretectum excels in guiding the process of curating customer master data, which encompasses not only defining what constitutes a customer but also managing the transactions and nurturing relationships with them. The value of Pretectum lies in its ability to enrich your understanding of customers by integrating additional information that they opt to share. This capability not only deepens your familiarity with customers but also enhances insights and helps identify their preferences, ultimately leading to stronger relationships. Incorporating such detailed knowledge can significantly improve your marketing strategies and customer engagement initiatives.

The Master Data Management System, a revolutionary product, is now at your disposal. This advanced tool not only streamlines supply chain management but also facilitates collaborative data sharing among stakeholders. With its user-friendly interface, you can effortlessly create, store, and disseminate data throughout your value chains. What sets this system apart is its emphasis on sustainability and Life Cycle Assessment (LCA) data, addressing the growing demands companies face to satisfy customer expectations and adhere to regulatory standards. The Master Data Management System simplifies the processes of data collection and analysis, thereby aiding in compliance and fulfilling customer needs. By enhancing your supply chain management, the Master Data Management System empowers you to stay ahead of the competition with its robust features. It’s the answer you’ve been searching for, offering a chance to experience its advantages firsthand—don’t miss out on trying it today! Additionally, investing in this tool not only boosts efficiency but also contributes to a more sustainable future for your business.

Collate is an AI-driven metadata platform designed to provide data teams with automated tools for tasks like discovery, observability, quality, and governance, utilizing efficient agent-based workflows. Built on OpenMetadata, it boasts a unified metadata graph and includes more than 90 seamless connectors that facilitate the collection of metadata from diverse sources, including databases, data warehouses, BI tools, and data pipelines. The platform ensures data integrity by offering in-depth column-level lineage and data profiling, along with no-code quality tests. AI agents are essential for optimizing functions such as data discovery, permission-based querying, alert notifications, and large-scale incident management workflows. In addition, the platform features real-time dashboards, interactive analyses, and a collaborative business glossary that is beneficial to both technical and non-technical users, enhancing the management of valuable data assets. Its automated governance and continuous monitoring uphold compliance with regulations like GDPR and CCPA, significantly cutting down the time required to address data issues while lowering the total cost of ownership. This holistic strategy not only boosts operational efficiency but also promotes a culture of data stewardship within the organization, encouraging all stakeholders to prioritize data quality and governance. Ultimately, Collate empowers teams to harness the full potential of their data assets effectively.

Improve your data management practices to create an outstanding and unique customer experience across all sales channels. The MaPS System’s Product Information Management (PIM) is specifically designed to meet the distinct needs of different industries. By enhancing your product information, you can guarantee an exceptional customer interaction on all your sales platforms! This PIM solution collects, centralizes, and organizes product data from various existing sources. Once gathered, the synchronized information is refined and managed by PIM users. Ultimately, this tailored and contextualized product data is prepared for distribution across multiple channels. Moreover, leverage an extensive multimedia library to systematically categorize all your digital assets. By combining products with visuals while safeguarding your copyright, you ensure a flawless integration of content and creativity. This strategy not only boosts consistency but also cultivates a stronger bond with consumers, leading to increased loyalty and repeat business. As a result, adopting these practices can significantly enhance your brand's overall market presence and customer satisfaction.