Best Master Data Management Software in China
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Compare the Top Master Data Management Software in China as of October 2026
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What is Master Data Management Software in China?
Master Data Management (MDM) software helps organizations create and maintain a unified, accurate, and consistent view of their critical business data across different systems. This software is used to manage key business entities such as customers, products, suppliers, and employees, ensuring that this data is accurate, consistent, and easily accessible. MDM software typically includes data governance, data quality, and data integration features to consolidate data from multiple sources, prevent duplicates, and maintain data integrity. It is crucial for organizations to ensure their data is reliable and can be trusted for decision-making, reporting, and compliance purposes. Compare and read user reviews of the best Master Data Management software in China currently available using the table below. This list is updated regularly.
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1
D&B Connect
Dun & Bradstreet
Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. -
2
Plauti
Plauti
For Salesforce and Microsoft Dynamics 365 CE teams who want to run reports, automation and AI only on data they can trust, Plauti is the native data-quality platform that diagnoses, cleans and makes data actionable without it ever leaving the CRM. Unlike bolt-on tools that export your data or native features that stop at detection, Plauti gives configurable, governed control across Salesforce and Dynamics — so the AI, analytics, and revenue engine on top can finally trust the data underneath. -
3
Composable DataOps Platform
Composable Analytics
Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.Starting Price: $8/hr - pay-as-you-go -
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Verdantis MDM Suite
Verdantis
The Verdantis MDM Suite is built to address critical challenges in master data management, including cleansing, deduplication, normalization, enrichment, and governance. Compatible with ERP systems such as SAP, Oracle, and Microsoft Dynamics, it ensures seamless enterprise integration. Harmonize resolves legacy data quality issues through large-scale cleansing and enrichment, helping organizations quickly standardize materials, equipment, supplier, and services data with minimal manual effort. Integrity enforces ongoing governance through predefined rules, validations, and approval workflows to sustain long-term data accuracy and compliance. Powered by domain-trained Agentic AI, Verdantis adds advanced features like parts obsolescence tracking, intelligent alternates, and category analytics. This combination of automation, governance, and AI-driven insights enables enterprises to treat MRO data as a strategic asset, improving operational reliability and inventory performance. -
5
Acterys
FP&A Software
Acterys is an integrated platform for Corporate Performance Management (CPM) and Financial Planning & Analytics (FP&A) integrated with Microsoft Azure, Power BI and Excel. Automate the integration of all your relevant data sources with connectors to a variety of ERP/ accounting / Saas solutions and run all CPM processes on a single platform based on market leading SQL Server technologies (Azure & on-premise) Profit form ready made, fully configurable application templates for all aspects of planning, forecasting and consolidation. Business users can implement FP&A and CPM processes exactly to their needs, natively integrated with your day to day productivity solutions.Starting Price: $55.00/month/user -
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K2View
K2View
At K2View, we believe that every enterprise should be able to leverage its data to become as disruptive and agile as the best companies in its industry. We make this possible through our patented Data Product Platform, which creates and manages a complete and compliant dataset for every business entity – on demand, and in real time. The dataset is always in sync with its underlying sources, adapts to changes in the source structures, and is instantly accessible to any authorized data consumer. Data Product Platform fuels many operational use cases, including customer 360, data masking and tokenization, test data management, data migration, legacy application modernization, data pipelining and more – to deliver business outcomes in less than half the time, and at half the cost, of any other alternative. The platform inherently supports modern data architectures – data mesh, data fabric, and data hub – and deploys in cloud, on-premise, or hybrid environments. -
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Akeneo PIM
Akeneo
Akeneo is the product experience (PX) company and global leader in Product Information Management (PIM); creating a world where every product interaction is an experience that guides consumers and professionals to the best purchase, anytime, anywhere. Akeneo empowers business leaders with software, education, and an engaged community all focused on the practice of product experience management. Leading global brands, manufacturers, distributors, and retailers, including Chico’s, Fossil, TaylorMade Golf, Rail Europe, Kering, and more trust Akeneo to scale and customize their omnichannel commerce initiatives. Using Akeneo’s intelligent Product Cloud, companies can create elevated product experiences with user-friendly and AI-powered product data enrichment, management, syndication, and supplier data onboarding; as well as a comprehensive app marketplace and partner network to meet business and buyer needs.Starting Price: $45,000 -
8
Rulex
Rulex
Rulex helps people and organizations harness their data and make smart decisions by delivering a Decision Intelligence system. While simplifying the entire data harmonization process, Rulex Platform offers a composable combination of advanced technologies to build enterprise-level solutions, including eXplainable AI (XAI), rule-based systems, mathematical optimization, and what-if scenario simulators. Thanks to its intuitive no-code interface, the platform is designed to meet the needs of both data experts and business users. Due to its high versatility, Rulex Platform has been widely adopted across various industries since 2007, including supply chain, financial services, life sciences, and manufacturing.Starting Price: €95/month -
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Datorios
Datorios
Save hours developing and maintaining ETL/ELT data pipelines in an easy-to-use environment made for effortless debugging. Visualize changes pre-deployment to ease dev processes, expedite testing, and simplify debugging. Foster team collaboration and save time on the most painful development stages by working with Python and our easy-to-use interface. Consolidate any amount of data, in any format and from endless sources with zero data storing processing hesitations. Guarantee the most accurate data with error flagging and real-time debugging within specific data processes and across pipelines in their entirety. Utilize compute, storage, and network bandwidth to efficiently auto-scale your infrastructure as data volume and velocity increase. Identify and pinpoint issues with real-time data observability tools, zoom in, and troubleshoot data pipelines thoroughly and accurately.Starting Price: Free -
10
Stata
StataCorp LLC
Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. Stata is fast and accurate. It is easy to learn through the extensive graphical interface yet completely programmable. With Stata's menus and dialogs, you get the best of both worlds. You can easily point and click or drag and drop your way to all of Stata's statistical, graphical, and data management features. Use Stata's intuitive command syntax to quickly execute commands. Whether you enter commands directly or use the menus and dialogs, you can create a log of all actions and their results to ensure the reproducibility and integrity of your analysis. Stata also has complete command-line scripting and programming facilities, including a full matrix programming language. You have access to everything you need to script your analysis or even to create new Stata commands.Starting Price: $48.00/6-month/student -
11
Contentserv
Contentserv
Contentserv is a cloud-native, all-in-one PIM/PXM solution that eliminates the challenges of scattered, siloed product data. Designed for retailers, manufacturers, and distributors, it centralizes and enriches product information to ensure accurate, engaging content across eCommerce platforms, marketplaces, and print. By leveraging AI-powered insights, Digital Shelf Analytics (DSA), Digital Asset Management (DAM), workflow automation, and content syndication, Contentserv accelerates time-to-market, boosts productivity, and enhances customer satisfaction. It integrates seamlessly with diverse data sources, supports multilingual localization, and provides robust tools for data quality, collaboration, and product association. Whether you’re creating channel previews, visualizing workflows, or structuring product content through parent-child taxonomy, it delivers a comprehensive, customer-focused approach to PXM, empowering businesses to optimize product experiences across channels. -
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Pretectum
Pretectum
Whether your business uses a CRM, ERP, CDP, or simply a marketing platform or custom database and applications, there is a benefit in focusing on the all-important customer master with the modern Pretectum CMDM, a SaaS customer master data management platform. At Pretectum, we feel we’ve mastered the journey of customer master data curation, from the moment you define what a customer is to transacting and nurturing your relationship with them. More importantly, Pretectum facilitates your customer by providing you with even more information if they choose to, elevating your knowledge of them, growing customer familiarity, augmenting customer insight, and identifying your customers' preferences.Starting Price: $150 per month -
13
Prduct
Prduct ApS
Prduct.com – Agile Data Collaboration for Growth and Compliance Prduct.com is a modern, business-focused data platform that helps companies automate supplier collaboration and turn regulatory demands into business value. Built for fast-moving industries like construction, food, furniture, and retail, it simplifies how you manage product, component, and ESG data — including EUDR, EPR, LCA/EPD, and CSRDDD. Prduct.com enables smarter collaboration between purchasing, sustainability, and product teams, while giving suppliers a simple way to deliver high-quality, structured data. Together with our customers, we automate repetitive workflows to reduce risk, ensure compliance, and free up time for growth. Agile, intuitive, and built for scale — Prduct.com helps you act, not react, in a changing regulatory landscape. Streamline your value chain, meet documentation requirements faster, and empower your team with better data.Starting Price: $199/month -
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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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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. -
16
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. -
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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. -
18
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 -
19
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. -
20
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. -
21
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 -
22
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. -
23
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 -
24
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. -
25
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. -
26
CluedIn
CluedIn
CluedIn has the quickest implementation time of any master data management platform on the market. CluedIn has transformed traditional MDM into an augmented experience. Less manual work. Better results. This is simply impossible with traditional MDM. CluedIn has revolutionized a new type of MDM with no restrictions. CluedIn has been designed to remove the standard complexities with traditional MDM. CluedIn is a cloud-native Master Data Management platform that was built to run at low cost. Enterprise software that has the onboarding simplicity of buying a SAAS platform. Whereas traditional MDM vendors will ask you to stitch together different products into an end to end story, we have stitched together the common pillars of master data management for you. We took a knife to traditional master data management and came out the other side with techniques that automate the hardest parts of the process and render traditional approaches as obsolete.Starting Price: $28,500 per year -
27
Quantexa
Quantexa
Uncover hidden risk and reveal new, unexpected opportunities with graph analytics across the customer lifecycle. Standard MDM solutions are not built for high volumes of distributed, disparate data, that is generated by various applications and external sources. Traditional MDM probabilistic matching doesn’t work well with siloed data sources. It misses connections, losing context, leads to decision-making inaccuracy, and leaves business value on the table. An ineffective MDM solution affects everything from customer experience to operational performance. Without on-demand visibility of holistic payment patterns, trends and risk, your team can’t make the right decisions quickly, compliance costs escalate, and you can’t increase coverage fast enough. Your data isn’t connected – so customers suffer fragmented experiences across channels, business lines and geographies. Attempts at personalized engagement fall short as these are based on partial, often outdated data. -
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Creactives
Creactives
Creactives data assistants support requisitioners that are procurement’s internal clients by understanding their purchasing needs as described in their own natural language. Matcher and MG Prompt facilitate easy requisitioner discovery of the item(s) they need within existing master data or catalogs. If there are no matches, they properly categorize the new requisition. This helps procurement optimize processes and PO flows by minimizing incorrect categorizations that would otherwise lead to wasted time and money. Optimization of the purchasing process is impossible without a detailed understanding of current consumption patterns. TSV enables complex firms to analyze their consumption model automatically using a powerful spend analysis tool. Creactives software introduces ‘human-like reasoning to help you better understand your material master data. Creatives’ Product Master Data Suite is perfectly designed to manage material master data. -
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Adapt and respond to change faster and more effectively by managing your master data, whether migrating an application to the cloud; managing the effects of mergers and acquisitions; or reconciling metadata differences across business functions and applications. Import lists or hierarchies from contributing applications. Save time without having to validate data on entry, even with dirty data. Improve the quality of data within an application or business domain by validating separate perspectives, called viewpoints. Migrate and map enterprise data elements and ongoing changes across public, private, and hybrid cloud environments from Oracle or third parties. Create new or change existing enterprise data, relationships, and attributes with requests in an easy-to-understand shopping cart interface.
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PiLog
PiLog
PiLog is a leading provider of Master Data Quality Solutions, supporting multiple master data domains in a variety of industries. PiLog solutions are state-of-the-art, focused on creating a common business language and managing the rules for the creation of high-quality, multilingual descriptions for our clients. PiLog provides exclusive technical dictionary content that is the culmination of research, development, and execution over the past twenty years. As The Master Data Experts, the team at PiLog has cleansed tens of millions of records. We have saved clients many millions of dollars by eliminating duplicate inventory and spares, eliminating free-text spend, and driving more effective spend analysis through proper item and service classification.
