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Global Data Architecture Modernization Market Research Report 2025
Published Date: January 2025
|
Report Code: QYRE-Auto-39N11500
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Global Data Architecture Modernization Market Research Report 2022
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Global Data Architecture Modernization Market Research Report 2025

Code: QYRE-Auto-39N11500
Report
January 2025
Pages:79
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
NTT DATA, Inc.
Rackspace Technology
Collibra
Qliktech International AB
Jump Analytics
Lightwell Inc.
GenSigma
Newcomp Analytics
Sunera Technologies Inc
ValueMomentum

Data Architecture Modernization Market Size

The global market for Data Architecture Modernization was valued at US$ 1336 million in the year 2024 and is projected to reach a revised size of US$ 1763 million by 2031, growing at a CAGR of 4.1% during the forecast period.

Data Architecture Modernization Market

Data Architecture Modernization Market

Data Architecture Modernization refers to the process of upgrading, optimizing, and transforming an organization"s data architecture to meet the evolving needs and demands of the digital age. It involves reevaluating and redesigning the structure, storage, management, and utilization of data within an organization to make it more agile, efficient, scalable, and aligned with business objectives. This modernization process often includes the adoption of new technologies, methodologies, and best practices to ensure that data remains a valuable asset for the organization.
The adoption of cloud-based data architectures, including cloud data warehouses and data lakes, continued to grow. Organizations were increasingly moving their data infrastructure to public cloud providers like AWS, Azure, and Google Cloud due to scalability, flexibility, and cost-efficiency.
This report aims to provide a comprehensive presentation of the global market for Data Architecture Modernization, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Data Architecture Modernization.
The Data Architecture Modernization market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Data Architecture Modernization market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Data Architecture Modernization companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Data Architecture Modernization Market Report

Report Metric Details
Report Name Data Architecture Modernization Market
Accounted market size in year US$ 1336 million
Forecasted market size in 2031 US$ 1763 million
CAGR 4.1%
Base Year year
Forecasted years 2025 - 2031
Segment by Type
  • Cloud-based
  • Web-based
Segment by Application
  • SMEs
  • Large Enterprise
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company NTT DATA, Inc., RACKSPACE TECHNOLOGY, Jump Analytics, Collibra, Lightwell Inc., GenSigma, Newcomp Analytics, Sunera Technologies Inc, QlikTech International AB, ValueMomentum
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Data Architecture Modernization company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is Data Architecture Modernization Market growing?

Ans: The Data Architecture Modernization Market witnessing a CAGR of 4.1% during the forecast period 2025-2031.

What is the Data Architecture Modernization Market size in 2031?

Ans: The Data Architecture Modernization Market size in 2031 will be US$ 1763 million.

Who are the main players in the Data Architecture Modernization Market report?

Ans: The main players in the Data Architecture Modernization Market are NTT DATA, Inc., RACKSPACE TECHNOLOGY, Jump Analytics, Collibra, Lightwell Inc., GenSigma, Newcomp Analytics, Sunera Technologies Inc, QlikTech International AB, ValueMomentum

What are the Application segmentation covered in the Data Architecture Modernization Market report?

Ans: The Applications covered in the Data Architecture Modernization Market report are SMEs, Large Enterprise

What are the Type segmentation covered in the Data Architecture Modernization Market report?

Ans: The Types covered in the Data Architecture Modernization Market report are Cloud-based, Web-based

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Data Architecture Modernization Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud-based
1.2.3 Web-based
1.3 Market by Application
1.3.1 Global Data Architecture Modernization Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 SMEs
1.3.3 Large Enterprise
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Data Architecture Modernization Market Perspective (2020-2031)
2.2 Global Data Architecture Modernization Growth Trends by Region
2.2.1 Global Data Architecture Modernization Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Data Architecture Modernization Historic Market Size by Region (2020-2025)
2.2.3 Data Architecture Modernization Forecasted Market Size by Region (2026-2031)
2.3 Data Architecture Modernization Market Dynamics
2.3.1 Data Architecture Modernization Industry Trends
2.3.2 Data Architecture Modernization Market Drivers
2.3.3 Data Architecture Modernization Market Challenges
2.3.4 Data Architecture Modernization Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Data Architecture Modernization Players by Revenue
3.1.1 Global Top Data Architecture Modernization Players by Revenue (2020-2025)
3.1.2 Global Data Architecture Modernization Revenue Market Share by Players (2020-2025)
3.2 Global Data Architecture Modernization Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Data Architecture Modernization Revenue
3.4 Global Data Architecture Modernization Market Concentration Ratio
3.4.1 Global Data Architecture Modernization Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Data Architecture Modernization Revenue in 2024
3.5 Global Key Players of Data Architecture Modernization Head office and Area Served
3.6 Global Key Players of Data Architecture Modernization, Product and Application
3.7 Global Key Players of Data Architecture Modernization, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Data Architecture Modernization Breakdown Data by Type
4.1 Global Data Architecture Modernization Historic Market Size by Type (2020-2025)
4.2 Global Data Architecture Modernization Forecasted Market Size by Type (2026-2031)
5 Data Architecture Modernization Breakdown Data by Application
5.1 Global Data Architecture Modernization Historic Market Size by Application (2020-2025)
5.2 Global Data Architecture Modernization Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Data Architecture Modernization Market Size (2020-2031)
6.2 North America Data Architecture Modernization Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Data Architecture Modernization Market Size by Country (2020-2025)
6.4 North America Data Architecture Modernization Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Data Architecture Modernization Market Size (2020-2031)
7.2 Europe Data Architecture Modernization Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Data Architecture Modernization Market Size by Country (2020-2025)
7.4 Europe Data Architecture Modernization Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Data Architecture Modernization Market Size (2020-2031)
8.2 Asia-Pacific Data Architecture Modernization Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Data Architecture Modernization Market Size by Region (2020-2025)
8.4 Asia-Pacific Data Architecture Modernization Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Data Architecture Modernization Market Size (2020-2031)
9.2 Latin America Data Architecture Modernization Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Data Architecture Modernization Market Size by Country (2020-2025)
9.4 Latin America Data Architecture Modernization Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Data Architecture Modernization Market Size (2020-2031)
10.2 Middle East & Africa Data Architecture Modernization Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Data Architecture Modernization Market Size by Country (2020-2025)
10.4 Middle East & Africa Data Architecture Modernization Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 NTT DATA, Inc.
11.1.1 NTT DATA, Inc. Company Details
11.1.2 NTT DATA, Inc. Business Overview
11.1.3 NTT DATA, Inc. Data Architecture Modernization Introduction
11.1.4 NTT DATA, Inc. Revenue in Data Architecture Modernization Business (2020-2025)
11.1.5 NTT DATA, Inc. Recent Development
11.2 RACKSPACE TECHNOLOGY
11.2.1 RACKSPACE TECHNOLOGY Company Details
11.2.2 RACKSPACE TECHNOLOGY Business Overview
11.2.3 RACKSPACE TECHNOLOGY Data Architecture Modernization Introduction
11.2.4 RACKSPACE TECHNOLOGY Revenue in Data Architecture Modernization Business (2020-2025)
11.2.5 RACKSPACE TECHNOLOGY Recent Development
11.3 Jump Analytics
11.3.1 Jump Analytics Company Details
11.3.2 Jump Analytics Business Overview
11.3.3 Jump Analytics Data Architecture Modernization Introduction
11.3.4 Jump Analytics Revenue in Data Architecture Modernization Business (2020-2025)
11.3.5 Jump Analytics Recent Development
11.4 Collibra
11.4.1 Collibra Company Details
11.4.2 Collibra Business Overview
11.4.3 Collibra Data Architecture Modernization Introduction
11.4.4 Collibra Revenue in Data Architecture Modernization Business (2020-2025)
11.4.5 Collibra Recent Development
11.5 Lightwell Inc.
11.5.1 Lightwell Inc. Company Details
11.5.2 Lightwell Inc. Business Overview
11.5.3 Lightwell Inc. Data Architecture Modernization Introduction
11.5.4 Lightwell Inc. Revenue in Data Architecture Modernization Business (2020-2025)
11.5.5 Lightwell Inc. Recent Development
11.6 GenSigma
11.6.1 GenSigma Company Details
11.6.2 GenSigma Business Overview
11.6.3 GenSigma Data Architecture Modernization Introduction
11.6.4 GenSigma Revenue in Data Architecture Modernization Business (2020-2025)
11.6.5 GenSigma Recent Development
11.7 Newcomp Analytics
11.7.1 Newcomp Analytics Company Details
11.7.2 Newcomp Analytics Business Overview
11.7.3 Newcomp Analytics Data Architecture Modernization Introduction
11.7.4 Newcomp Analytics Revenue in Data Architecture Modernization Business (2020-2025)
11.7.5 Newcomp Analytics Recent Development
11.8 Sunera Technologies Inc
11.8.1 Sunera Technologies Inc Company Details
11.8.2 Sunera Technologies Inc Business Overview
11.8.3 Sunera Technologies Inc Data Architecture Modernization Introduction
11.8.4 Sunera Technologies Inc Revenue in Data Architecture Modernization Business (2020-2025)
11.8.5 Sunera Technologies Inc Recent Development
11.9 QlikTech International AB
11.9.1 QlikTech International AB Company Details
11.9.2 QlikTech International AB Business Overview
11.9.3 QlikTech International AB Data Architecture Modernization Introduction
11.9.4 QlikTech International AB Revenue in Data Architecture Modernization Business (2020-2025)
11.9.5 QlikTech International AB Recent Development
11.10 ValueMomentum
11.10.1 ValueMomentum Company Details
11.10.2 ValueMomentum Business Overview
11.10.3 ValueMomentum Data Architecture Modernization Introduction
11.10.4 ValueMomentum Revenue in Data Architecture Modernization Business (2020-2025)
11.10.5 ValueMomentum Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
FEATURED COMPANIES
NTT DATA, Inc.
Rackspace Technology
Collibra
Qliktech International AB
Jump Analytics
Lightwell Inc.
GenSigma
Newcomp Analytics
Sunera Technologies Inc
ValueMomentum
List of Tables
 Table 1. Global Data Architecture Modernization Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Cloud-based
 Table 3. Key Players of Web-based
 Table 4. Global Data Architecture Modernization Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global Data Architecture Modernization Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Data Architecture Modernization Market Size by Region (2020-2025) & (US$ Million)
 Table 7. Global Data Architecture Modernization Market Share by Region (2020-2025)
 Table 8. Global Data Architecture Modernization Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 9. Global Data Architecture Modernization Market Share by Region (2026-2031)
 Table 10. Data Architecture Modernization Market Trends
 Table 11. Data Architecture Modernization Market Drivers
 Table 12. Data Architecture Modernization Market Challenges
 Table 13. Data Architecture Modernization Market Restraints
 Table 14. Global Data Architecture Modernization Revenue by Players (2020-2025) & (US$ Million)
 Table 15. Global Data Architecture Modernization Market Share by Players (2020-2025)
 Table 16. Global Top Data Architecture Modernization Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Architecture Modernization as of 2024)
 Table 17. Ranking of Global Top Data Architecture Modernization Companies by Revenue (US$ Million) in 2024
 Table 18. Global 5 Largest Players Market Share by Data Architecture Modernization Revenue (CR5 and HHI) & (2020-2025)
 Table 19. Global Key Players of Data Architecture Modernization, Headquarters and Area Served
 Table 20. Global Key Players of Data Architecture Modernization, Product and Application
 Table 21. Global Key Players of Data Architecture Modernization, Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global Data Architecture Modernization Market Size by Type (2020-2025) & (US$ Million)
 Table 24. Global Data Architecture Modernization Revenue Market Share by Type (2020-2025)
 Table 25. Global Data Architecture Modernization Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 26. Global Data Architecture Modernization Revenue Market Share by Type (2026-2031)
 Table 27. Global Data Architecture Modernization Market Size by Application (2020-2025) & (US$ Million)
 Table 28. Global Data Architecture Modernization Revenue Market Share by Application (2020-2025)
 Table 29. Global Data Architecture Modernization Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 30. Global Data Architecture Modernization Revenue Market Share by Application (2026-2031)
 Table 31. North America Data Architecture Modernization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America Data Architecture Modernization Market Size by Country (2020-2025) & (US$ Million)
 Table 33. North America Data Architecture Modernization Market Size by Country (2026-2031) & (US$ Million)
 Table 34. Europe Data Architecture Modernization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 35. Europe Data Architecture Modernization Market Size by Country (2020-2025) & (US$ Million)
 Table 36. Europe Data Architecture Modernization Market Size by Country (2026-2031) & (US$ Million)
 Table 37. Asia-Pacific Data Architecture Modernization Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 38. Asia-Pacific Data Architecture Modernization Market Size by Region (2020-2025) & (US$ Million)
 Table 39. Asia-Pacific Data Architecture Modernization Market Size by Region (2026-2031) & (US$ Million)
 Table 40. Latin America Data Architecture Modernization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 41. Latin America Data Architecture Modernization Market Size by Country (2020-2025) & (US$ Million)
 Table 42. Latin America Data Architecture Modernization Market Size by Country (2026-2031) & (US$ Million)
 Table 43. Middle East & Africa Data Architecture Modernization Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 44. Middle East & Africa Data Architecture Modernization Market Size by Country (2020-2025) & (US$ Million)
 Table 45. Middle East & Africa Data Architecture Modernization Market Size by Country (2026-2031) & (US$ Million)
 Table 46. NTT DATA, Inc. Company Details
 Table 47. NTT DATA, Inc. Business Overview
 Table 48. NTT DATA, Inc. Data Architecture Modernization Product
 Table 49. NTT DATA, Inc. Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 50. NTT DATA, Inc. Recent Development
 Table 51. RACKSPACE TECHNOLOGY Company Details
 Table 52. RACKSPACE TECHNOLOGY Business Overview
 Table 53. RACKSPACE TECHNOLOGY Data Architecture Modernization Product
 Table 54. RACKSPACE TECHNOLOGY Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 55. RACKSPACE TECHNOLOGY Recent Development
 Table 56. Jump Analytics Company Details
 Table 57. Jump Analytics Business Overview
 Table 58. Jump Analytics Data Architecture Modernization Product
 Table 59. Jump Analytics Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 60. Jump Analytics Recent Development
 Table 61. Collibra Company Details
 Table 62. Collibra Business Overview
 Table 63. Collibra Data Architecture Modernization Product
 Table 64. Collibra Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 65. Collibra Recent Development
 Table 66. Lightwell Inc. Company Details
 Table 67. Lightwell Inc. Business Overview
 Table 68. Lightwell Inc. Data Architecture Modernization Product
 Table 69. Lightwell Inc. Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 70. Lightwell Inc. Recent Development
 Table 71. GenSigma Company Details
 Table 72. GenSigma Business Overview
 Table 73. GenSigma Data Architecture Modernization Product
 Table 74. GenSigma Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 75. GenSigma Recent Development
 Table 76. Newcomp Analytics Company Details
 Table 77. Newcomp Analytics Business Overview
 Table 78. Newcomp Analytics Data Architecture Modernization Product
 Table 79. Newcomp Analytics Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 80. Newcomp Analytics Recent Development
 Table 81. Sunera Technologies Inc Company Details
 Table 82. Sunera Technologies Inc Business Overview
 Table 83. Sunera Technologies Inc Data Architecture Modernization Product
 Table 84. Sunera Technologies Inc Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 85. Sunera Technologies Inc Recent Development
 Table 86. QlikTech International AB Company Details
 Table 87. QlikTech International AB Business Overview
 Table 88. QlikTech International AB Data Architecture Modernization Product
 Table 89. QlikTech International AB Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 90. QlikTech International AB Recent Development
 Table 91. ValueMomentum Company Details
 Table 92. ValueMomentum Business Overview
 Table 93. ValueMomentum Data Architecture Modernization Product
 Table 94. ValueMomentum Revenue in Data Architecture Modernization Business (2020-2025) & (US$ Million)
 Table 95. ValueMomentum Recent Development
 Table 96. Research Programs/Design for This Report
 Table 97. Key Data Information from Secondary Sources
 Table 98. Key Data Information from Primary Sources
 Table 99. Authors List of This Report


List of Figures
 Figure 1. Data Architecture Modernization Picture
 Figure 2. Global Data Architecture Modernization Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Data Architecture Modernization Market Share by Type: 2024 VS 2031
 Figure 4. Cloud-based Features
 Figure 5. Web-based Features
 Figure 6. Global Data Architecture Modernization Market Size by Application (2020-2031) & (US$ Million)
 Figure 7. Global Data Architecture Modernization Market Share by Application: 2024 VS 2031
 Figure 8. SMEs Case Studies
 Figure 9. Large Enterprise Case Studies
 Figure 10. Data Architecture Modernization Report Years Considered
 Figure 11. Global Data Architecture Modernization Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 12. Global Data Architecture Modernization Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 13. Global Data Architecture Modernization Market Share by Region: 2024 VS 2031
 Figure 14. Global Data Architecture Modernization Market Share by Players in 2024
 Figure 15. Global Top Data Architecture Modernization Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Data Architecture Modernization as of 2024)
 Figure 16. The Top 10 and 5 Players Market Share by Data Architecture Modernization Revenue in 2024
 Figure 17. North America Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 18. North America Data Architecture Modernization Market Share by Country (2020-2031)
 Figure 19. United States Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 20. Canada Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 21. Europe Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. Europe Data Architecture Modernization Market Share by Country (2020-2031)
 Figure 23. Germany Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 24. France Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. U.K. Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. Italy Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. Russia Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Nordic Countries Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Asia-Pacific Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Asia-Pacific Data Architecture Modernization Market Share by Region (2020-2031)
 Figure 31. China Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Japan Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. South Korea Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Southeast Asia Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. India Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Australia Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Latin America Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Latin America Data Architecture Modernization Market Share by Country (2020-2031)
 Figure 39. Mexico Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Brazil Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Middle East & Africa Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Middle East & Africa Data Architecture Modernization Market Share by Country (2020-2031)
 Figure 43. Turkey Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Saudi Arabia Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. UAE Data Architecture Modernization Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. NTT DATA, Inc. Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 47. RACKSPACE TECHNOLOGY Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 48. Jump Analytics Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 49. Collibra Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 50. Lightwell Inc. Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 51. GenSigma Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 52. Newcomp Analytics Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 53. Sunera Technologies Inc Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 54. QlikTech International AB Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 55. ValueMomentum Revenue Growth Rate in Data Architecture Modernization Business (2020-2025)
 Figure 56. Bottom-up and Top-down Approaches for This Report
 Figure 57. Data Triangulation
 Figure 58. Key Executives Interviewed
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