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Master Data Management Global Market Report 2024

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    Report

  • 200 Pages
  • February 2024
  • Region: Global
  • The Business Research Company
  • ID: 5790847
The global master data management market has grown rapidly in recent years. It will grow from $15.34 billion in 2023 to $18.01 billion in 2024 at a compound annual growth rate (CAGR) of 17.4%. The expansion during the historical period can be linked to the proliferation of data, difficulties in integrating legacy systems, worries about data quality, mergers and acquisitions, a focus on customer-centric approaches, and initiatives for digital transformation.

The global master data management market is expected to see rapid growth in the next few years. It will grow to $32.46 billion in 2028 at a compound annual growth rate (CAGR) of 15.9%. The anticipated growth in the upcoming period can be credited to efforts promoting data democratization, specialized MDM solutions tailored to different industries, the prevalence of hybrid and multi-cloud setups, emphasis on data governance and security, and the management of real-time data. Significant trends expected in this period encompass product innovation, self-service accessibility to data, initiatives aimed at enhancing data quality, the rise of hybrid data environments, and a focus on customer-centric MDM.

The projected rise in utilizing data quality tools for managing data is expected to drive the master data management (MDM) market's expansion in the future. These tools encompass processes and technologies employed to identify, comprehend, and scrutinize data supporting decision-making in business operations. Many organizations are presently leveraging data quality technologies for tasks like data cleansing, aiming to enhance decision-making efficiency and quality in corporate functions. This involves delivering improved analytics, real-time data validation, and data profiling, as indicated by Trianz's April 2021 publication. Around 40% of businesses are investing in MDM to integrate data tools across operational areas, augmenting customer experiences and ensuring better governance in business practices. Consequently, the surge in data quality tool adoption fuels MDM market growth.

The burgeoning count of IoT-linked devices is anticipated to be a catalyst for the master data management market's expansion. These devices denote nonstandard computing devices wirelessly connected to networks, capable of data transmission. The proliferation of such devices offers opportunities for MDM to efficiently manage, integrate, and derive value from the extensive and diverse data generated within the IoT ecosystem. Ericsson's November 2022 report highlighted the growth, with broadband IoT (4G/5G) connections reaching 1.3 billion in 2022, expected to rise to nearly 60% of cellular IoT connections by 2028. Notably, North East Asia is leading in cellular IoT connections, poised to surpass 2 billion connections by 2023. Hence, the escalating count of IoT-linked devices propels the master data management market's growth.

A significant trend gaining traction in the master data management (MDM) market is the evolution towards more Agile and Cloud-based MDM solutions, driven by advancing technologies. Key industry players are focused on innovating technological solutions to bolster their market positions. For instance, in March 2022, Informatica introduced an advanced cloud-native intelligent multi-domain MDM solution. This solution aids various sectors by providing analytics and operational procedures along the business value chain, from producers to consumers, and manages relationships across multiple domains like customer, product, supplier, and locations/assets, including IoT devices. By accelerating business outcomes while mitigating associated risks, this solution enhances business operations.

Prominent companies within the master data management market are embracing a strategic partnership approach to offer enterprise cloud data integration and governance for data warehouses. This approach involves leveraging each other's strengths and resources for mutual benefits and success. For instance, in May 2022, Informatica partnered with Oracle Corporation. This collaboration integrated Informatica's intelligent data management cloud (IDMC) with Oracle's autonomous database, Oracle Exadata database service, Oracle Exadata cloud customer, and Oracle object storage. The strategic global partnership aims to deliver unparalleled cloud data management, integration, and governance solutions, catering to diverse areas such as databases, data warehouses, data lakes, data lakehouses, enterprise analytics, and data science.

Syndigo LLC, a US-based firm specializing in master data management and data science, made an undisclosed acquisition of Riversand in May 2021. This strategic move is anticipated to bolster Syndigo LLC's range of offerings in master data management, enabling the provision of tailored syndication and analytics capabilities. These enhancements aim to facilitate smooth data transfer throughout the product ecosystem, ultimately positioning the company to gain a competitive edge in the realm of SaaS Master Data Management (MDM) and Product Information Management (PIM) solutions. Riversand, also US-based, operates in the field of master data management.

Major companies operating in the master data management market report are International Business Machines Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., TIBCO Software Inc., Informatica, Talend Data Integration Services Pvt. Ltd., Cloudera Inc., Broadcom Inc., SyncForce, Stibo Group, Teradata Corporation, Profisee, Reltio Inc., Magnitude Software Inc., Ataccama Corp., Winshuttle LLC, Azure Data Catalog, Clear Analytics, Collibra, Semarchy, Pimcore, Riversand (Syndigo) Technologies India Private Limited, EnterWorks, Agility Multichannel Limited, SAP Master Data Governance, Syniti, Contentserv Technologies Private Limited, Clearview AI, Orchestra Networks

North America was the largest region in the master data management (MDM) market analysis in 2023. The regions covered in the master data management market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the master data management market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The realm of Master Data Management (MDM), its principal components comprise solutions and services. Services encompass the intangible aspects of our economy, distinct from tangible goods that can be physically handled or touched. Deployment modes primarily revolve around cloud-based or on-premises setups. Organizations are categorized by size, varying between small and medium enterprises (SMEs) and large enterprises. MDM finds its applications across diverse sectors including supplier data, product data, and customer data. Its relevance spans industry verticals such as Banking, Financial Services and Insurance (BFSI), government, retail, IT and telecom, manufacturing, energy and utilities, healthcare, and other sectors. Each of these applications serves a crucial role within their respective sectors, contributing significantly to operational efficiency and effectiveness. (January 2023)

This report provides master data management market statistics, including master data management industry global market size, regional shares, competitors with a master data management market share, detailed master data management market segments, market trends and opportunities, and any further data you may need to thrive in the master data management industry. This master data management market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The master data management (MDM) market includes revenues earned by entities by providing data quality management, covering advisory services, operation support, and delivering clear and unified data for enterprises. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.


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Table of Contents

1. Executive Summary2. Master Data Management Market Characteristics3. Master Data Management Market Trends and Strategies
4. Master Data Management Market - Macro Economic Scenario
4.1. Impact of High Inflation on the Market
4.2. Ukraine-Russia War Impact on the Market
4.3. COVID-19 Impact on the Market
5. Global Master Data Management Market Size and Growth
5.1. Global Master Data Management Market Drivers and Restraints
5.1.1. Drivers of the Market
5.1.2. Restraints of the Market
5.2. Global Master Data Management Historic Market Size and Growth, 2018-2023, Value ($ Billion)
5.3. Global Master Data Management Forecast Market Size and Growth, 2023-2028, 2033F, Value ($ Billion)
6. Master Data Management Market Segmentation
6.1. Global Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solution
  • Services
6.2. Global Master Data Management Market, Segmentation by Deployment Mode, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud
  • on-premises
6.3. Global Master Data Management Market, Segmentation by Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Small and Medium Enterprises(SMEs)
  • Large Enterprises
6.4. Global Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Supplier Data
  • Product Data
  • Customer data
  • Other Applications
6.5. Global Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Banking, Financial Services and Insurance(BFSI)
  • Government
  • Retail
  • IT and Telecom
  • Manufacturing
  • Energy and Utilities
  • Healthcare
  • Other Verticals
7. Master Data Management Market Regional and Country Analysis
7.1. Global Master Data Management Market, Split by Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Master Data Management Market, Split by Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8. Asia-Pacific Master Data Management Market
8.1. Asia-Pacific Master Data Management Market Overview
Region Information, Impact of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
9. China Master Data Management Market
9.1. China Master Data Management Market Overview
9.2. China Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
10. India Master Data Management Market
10.1. India Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11. Japan Master Data Management Market
11.1. Japan Master Data Management Market Overview
11.2. Japan Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12. Australia Master Data Management Market
12.1. Australia Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13. Indonesia Master Data Management Market
13.1. Indonesia Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14. South Korea Master Data Management Market
14.1. South Korea Master Data Management Market Overview
14.2. South Korea Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15. Western Europe Master Data Management Market
15.1. Western Europe Master Data Management Market Overview
15.2. Western Europe Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16. UK Master Data Management Market
16.1. UK Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17. Germany Master Data Management Market
17.1. Germany Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18. France Master Data Management Market
18.1. France Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19. Italy Master Data Management Market
19.1. Italy Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20. Spain Master Data Management Market
20.1. Spain Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21. Eastern Europe Master Data Management Market
21.1. Eastern Europe Master Data Management Market Overview
21.2. Eastern Europe Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22. Russia Master Data Management Market
22.1. Russia Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23. North America Master Data Management Market
23.1. North America Master Data Management Market Overview
23.2. North America Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24. USA Master Data Management Market
24.1. USA Master Data Management Market Overview
24.2. USA Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25. Canada Master Data Management Market
25.1. Canada Master Data Management Market Overview
25.2. Canada Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26. South America Master Data Management Market
26.1. South America Master Data Management Market Overview
26.2. South America Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27. Brazil Master Data Management Market
27.1. Brazil Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28. Middle East Master Data Management Market
28.1. Middle East Master Data Management Market Overview
28.2. Middle East Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29. Africa Master Data Management Market
29.1. Africa Master Data Management Market Overview
29.2. Africa Master Data Management Market, Segmentation by Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Master Data Management Market, Segmentation by Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Master Data Management Market, Segmentation by Verticals, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
30. Master Data Management Market Competitive Landscape and Company Profiles
30.1. Master Data Management Market Competitive Landscape
30.2. Master Data Management Market Company Profiles
30.2.1. International Business Machines Corporation
30.2.1.1. Overview
30.2.1.2. Products and Services
30.2.1.3. Strategy
30.2.1.4. Financial Performance
30.2.2. Oracle Corporation
30.2.2.1. Overview
30.2.2.2. Products and Services
30.2.2.3. Strategy
30.2.2.4. Financial Performance
30.2.3. SAP SE
30.2.3.1. Overview
30.2.3.2. Products and Services
30.2.3.3. Strategy
30.2.3.4. Financial Performance
30.2.4. SAS Institute Inc.
30.2.4.1. Overview
30.2.4.2. Products and Services
30.2.4.3. Strategy
30.2.4.4. Financial Performance
30.2.5. TIBCO Software Inc.
30.2.5.1. Overview
30.2.5.2. Products and Services
30.2.5.3. Strategy
30.2.5.4. Financial Performance
31. Global Master Data Management Market Competitive Benchmarking32. Global Master Data Management Market Competitive Dashboard33. Key Mergers and Acquisitions in the Master Data Management Market
34. Master Data Management Market Future Outlook and Potential Analysis
34.1 Master Data Management Market in 2028 - Countries Offering Most New Opportunities
34.2 Master Data Management Market in 2028 - Segments Offering Most New Opportunities
34.3 Master Data Management Market in 2028 - Growth Strategies
34.3.1 Market Trend-based Strategies
34.3.2 Competitor Strategies
35. Appendix
35.1. Abbreviations
35.2. Currencies
35.3. Historic and Forecast Inflation Rates
35.4. Research Inquiries
35.5. The Analyst
35.6. Copyright and Disclaimer

Executive Summary

This report provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on master data management market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

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  • Assess the Russia - Ukraine war’s impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
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  • Outperform competitors using forecast data and the drivers and trends shaping the market.
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  • All data from the report will also be delivered in an excel dashboard format.

Description

Where is the largest and fastest growing market for master data management? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? This report answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.

Report Scope

Markets Covered:

1) By Component: Solution; Services
2) By Deployment Mode: Cloud; On-premises
3) By Organization Size: Small and Medium Enterprises(SMEs); Large Enterprises
4) By Application: Supplier Data; Product Data; Customer data; Other Applications
5) By Verticals: Banking, Financial Services and Insurance(BFSI); Government; Retail; IT and Telecom; Manufacturing; Energy and Utilities; Healthcare; Other Verticals

Key Companies Mentioned: International Business Machines Corporation; Oracle Corporation; SAP SE; SAS Institute Inc.; TIBCO Software Inc

Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain

Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa

Time Series: Five years historic and ten years forecast

Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita

Data Segmentation: Country and regional historic and forecast data, market share of competitors, market segments

Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes

Delivery Format: PDF, Word and Excel Data Dashboard

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • International Business Machines Corporation
  • Oracle Corporation
  • SAP SE
  • SAS Institute Inc.
  • TIBCO Software Inc.
  • Informatica
  • Talend Data Integration Services Pvt. Ltd.
  • Cloudera Inc.
  • Broadcom Inc.
  • SyncForce
  • Stibo Group
  • Teradata Corporation
  • Profisee
  • Reltio Inc.
  • Magnitude Software Inc
  • Ataccama Corp.
  • Winshuttle LLC
  • Azure Data Catalog
  • Clear Analytics
  • Collibra
  • Semarchy
  • Pimcore
  • Riversand (Syndigo) Technologies India Private Limited
  • EnterWorks
  • Agility Multichannel Limited
  • SAP Master Data Governance
  • Syniti
  • Contentserv Technologies Private Limited
  • Clearview AI
  • Orchestra Networks

Methodology

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