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Knowledge Graph Market by Offering (Services, Solutions), Model Type (Labeled Property Graph (LPG), Resource Description Framework (RDF) Triple Stores), Deployment Mode, Organization Size, Industry Vertical, Application - Global Forecast 2025-2030- Product Image
Knowledge Graph Market by Offering (Services, Solutions), Model Type (Labeled Property Graph (LPG), Resource Description Framework (RDF) Triple Stores), Deployment Mode, Organization Size, Industry Vertical, Application - Global Forecast 2025-2030- Product Image
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Knowledge Graph Market by Offering (Services, Solutions), Model Type (Labeled Property Graph (LPG), Resource Description Framework (RDF) Triple Stores), Deployment Mode, Organization Size, Industry Vertical, Application - Global Forecast 2025-2030

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  • 184 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 5924736
UP TO OFF until Dec 31st 2025
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The Knowledge Graph market is undergoing rapid transformation, redefining how enterprises integrate and leverage complex data to achieve business agility and informed decision-making. This report delivers actionable insights to help senior leaders navigate evolving adoption patterns and capitalize on strategic technology shifts.

Market Snapshot: Growth and Investment in the Knowledge Graph Market

The Knowledge Graph Market grew from USD 1.03 billion in 2024 to USD 1.21 billion in 2025. It is expected to continue growing at a CAGR of 19.55%, reaching USD 3.01 billion by 2030. This sustained expansion is being driven by enterprises recognizing the strategic value of semantic data modeling, growing investments in advanced analytics, and increased integration with artificial intelligence solutions. Decision-makers are prioritizing knowledge graphs to address information silos, improve data governance, and enhance the contextual awareness needed for effective operations.

Scope & Segmentation of the Knowledge Graph Market

  • Offering: Managed Services, Professional Services, Enterprise Knowledge Graph Platform, Graph Database Engine, Knowledge Management Toolset
  • Model Type: Labeled Property Graph (LPG), Resource Description Framework (RDF) Triple Stores
  • Deployment Mode: Cloud-Based, On-Premises
  • Organization Size: Large Enterprises, Small & Medium-sized Enterprises
  • Industry Vertical: Banking, Financial Services & Insurance; Education; Healthcare & Life Sciences; IT & Telecommunications; Manufacturing; Retail & E-commerce
  • Application: Data Analytics & Business Intelligence, Data Governance & Master Data Management, Infrastructure & Asset Management, Process Optimization & Resource Management, Product & Configuration Management, Risk Management & Regulatory, Virtual Assistants and Self-Service Data
  • Geographies: Americas (including United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (with select key markets), Asia-Pacific (including China, India, Japan, Australia, South Korea, and more)
  • Vendors Covered: Altair Engineering Inc., Amazon Web Services, ArangoDB, DataStax, Datavid, Diffbot, Expert System, Fluree, Franz, Google LLC, IBM, Linkurious, Microsoft, Mitsubishi Electric, Neo4j, Ontotext, Oracle, SciBite, Stardog Union, Teradata, TIBCO, TigerGraph, Tom Sawyer Software, XenonStack, Yext

Key Takeaways for Knowledge Graph Market Decision-Makers

  • Knowledge graphs streamline data integration by providing a semantic, interconnected structure, breaking down silos across business units.
  • Emerging standards and open-source collaborations are accelerating ecosystem maturity, allowing for greater interoperability and quicker innovation cycles.
  • AI and natural language processing integration into knowledge graph workflows empowers advanced analytics, enabling predictive and personalized outcomes.
  • Industry-specific adoption drivers vary: financial services improve risk management, healthcare accelerates drug discovery, manufacturing and retail focus on asset and customer experience optimization.
  • Flexible deployment choices, including scalable cloud-based and secure on-premises models, ensure adaptability to organization-specific governance and compliance priorities.
  • Vendor differentiation is shaped by continuous innovation, strategic alliances, and open developer ecosystems, giving enterprises broader implementation choices.

Tariff Impact: Navigating Economic Shifts in the Knowledge Graph Market

With the 2025 United States tariff policy, increased costs for imported servers and software licensing have influenced deployment strategies. Enterprises are adopting hybrid architectures and renegotiating with vendors, while multinational organizations reevaluate data center locations in response to shifting economics and regulatory pressures. These conditions have amplified the importance of resilient solution design and vendor partnerships.

Methodology & Data Sources

This market intelligence is based on a rigorous approach combining in-depth literature reviews, expert interviews, and targeted quantitative surveys with enterprise IT and analytics decision-makers. Findings are validated through triangulation with secondary sources and subjected to a multi-tiered review to ensure accuracy and reliability.

Why This Report Matters for Knowledge Graph Market Strategy

  • Enables informed technology selection and deployment by detailing key vendors, regional drivers, and the latest industry trends.
  • Provides market segmentation and application-specific insights to support targeted investment and execution strategies.
  • Guides navigation of regulatory and economic conditions, including tariff impacts and compliance imperatives, to reduce risk in global rollouts.

Conclusion

Knowledge graphs are transforming enterprise data architectures, enabling organizations to unlock actionable insights and foster continuous innovation. Leaders equipped with this research can align their strategies for measurable results in a competitive, evolving technology landscape.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Enterprise knowledge graph solutions driving AI-powered decision making across global organizations
5.2. Integration of graph databases with machine learning pipelines for predictive data insights
5.3. Semantic knowledge graph adoption to enhance natural language search and customer engagement
5.4. Ontology-driven data governance frameworks ensuring compliance and data quality in knowledge graphs
5.5. Knowledge graph-enabled drug discovery platforms accelerating biomedical research breakthroughs
5.6. Graph neural network applications transforming predictive maintenance in industrial IoT environments
5.7. Federated knowledge graph architectures unlocking secure multi-domain data interoperability for enterprises
5.8. Generative AI models leveraging knowledge graphs to improve content personalization at scale
5.9. Real-time knowledge graph analytics powering supply chain visibility and risk mitigation strategies
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Knowledge Graph Market, by Offering
8.1. Introduction
8.2. Services
8.2.1. Managed Services
8.2.2. Professional Services
8.3. Solutions
8.3.1. Enterprise Knowledge Graph Platform
8.3.2. Graph Database Engine
8.3.3. Knowledge Management Toolset
9. Knowledge Graph Market, by Model Type
9.1. Introduction
9.2. Labeled Property Graph (LPG)
9.3. Resource Description Framework (RDF) Triple Stores
10. Knowledge Graph Market, by Deployment Mode
10.1. Introduction
10.2. Cloud-Based
10.3. On-Premises
11. Knowledge Graph Market, by Organization Size
11.1. Introduction
11.2. Large Enterprises
11.3. Small & Medium-sized Enterprises
12. Knowledge Graph Market, by Industry Vertical
12.1. Introduction
12.2. Banking, Financial Services, & Insurance
12.3. Education
12.4. Healthcare & Life Sciences
12.5. IT & Telecommunications
12.6. Manufacturing
12.7. Retail & E-commerce
13. Knowledge Graph Market, by Application
13.1. Introduction
13.2. Data Analytics & Business Intelligence
13.3. Data Governance & Master Data Management
13.4. Infrastructure & Asset Management
13.5. Process Optimization & Resource Management
13.6. Product & Configuration Management
13.7. Risk Management, Compliance, & Regulatory
13.8. Virtual Assistants, Self-Service Data, & Digital
14. Americas Knowledge Graph Market
14.1. Introduction
14.2. United States
14.3. Canada
14.4. Mexico
14.5. Brazil
14.6. Argentina
15. Europe, Middle East & Africa Knowledge Graph Market
15.1. Introduction
15.2. United Kingdom
15.3. Germany
15.4. France
15.5. Russia
15.6. Italy
15.7. Spain
15.8. United Arab Emirates
15.9. Saudi Arabia
15.10. South Africa
15.11. Denmark
15.12. Netherlands
15.13. Qatar
15.14. Finland
15.15. Sweden
15.16. Nigeria
15.17. Egypt
15.18. Turkey
15.19. Israel
15.20. Norway
15.21. Poland
15.22. Switzerland
16. Asia-Pacific Knowledge Graph Market
16.1. Introduction
16.2. China
16.3. India
16.4. Japan
16.5. Australia
16.6. South Korea
16.7. Indonesia
16.8. Thailand
16.9. Philippines
16.10. Malaysia
16.11. Singapore
16.12. Vietnam
16.13. Taiwan
17. Competitive Landscape
17.1. Market Share Analysis, 2024
17.2. FPNV Positioning Matrix, 2024
17.3. Competitive Analysis
17.3.1. Altair Engineering Inc.
17.3.2. Amazon Web Services, Inc.
17.3.3. ArangoDB
17.3.4. DataStax, Inc.
17.3.5. Datavid Limited
17.3.6. Diffbot Technologies Corp.
17.3.7. Expert System S.p.A.
17.3.8. Fluree
17.3.9. Franz Inc.
17.3.10. Google LLC by Alphabet Inc.
17.3.11. International Business Machines Corporation
17.3.12. Linkurious SAS
17.3.13. Microsoft Corporation
17.3.14. Mitsubishi Electric Corporation
17.3.15. Neo4j, Inc.
17.3.16. Ontotext
17.3.17. Oracle Corporation
17.3.18. SciBite Limited
17.3.19. Stardog Union
17.3.20. Teradata Corporation
17.3.21. TIBCO by Cloud Software Group, Inc.
17.3.22. TigerGraph, Inc.
17.3.23. Tom Sawyer Software, Inc.
17.3.24. XenonStack Pvt. Ltd.
17.3.25. Yext, Inc.
18. ResearchAI
19. ResearchStatistics
20. ResearchContacts
21. ResearchArticles
22. Appendix
List of Figures
FIGURE 1. KNOWLEDGE GRAPH MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024 VS 2030 (%)
FIGURE 6. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024 VS 2030 (%)
FIGURE 8. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2024 VS 2030 (%)
FIGURE 14. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 16. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. KNOWLEDGE GRAPH MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. KNOWLEDGE GRAPH MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 27. KNOWLEDGE GRAPH MARKET: RESEARCHAI
FIGURE 28. KNOWLEDGE GRAPH MARKET: RESEARCHSTATISTICS
FIGURE 29. KNOWLEDGE GRAPH MARKET: RESEARCHCONTACTS
FIGURE 30. KNOWLEDGE GRAPH MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. KNOWLEDGE GRAPH MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE GRAPH PLATFORM, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ENTERPRISE KNOWLEDGE GRAPH PLATFORM, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY GRAPH DATABASE ENGINE, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY GRAPH DATABASE ENGINE, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY KNOWLEDGE MANAGEMENT TOOLSET, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY KNOWLEDGE MANAGEMENT TOOLSET, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY LABELED PROPERTY GRAPH (LPG), BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY LABELED PROPERTY GRAPH (LPG), BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RESOURCE DESCRIPTION FRAMEWORK (RDF) TRIPLE STORES, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RESOURCE DESCRIPTION FRAMEWORK (RDF) TRIPLE STORES, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY CLOUD-BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ON-PREMISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SMALL & MEDIUM-SIZED ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY SMALL & MEDIUM-SIZED ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY BANKING, FINANCIAL SERVICES, & INSURANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY BANKING, FINANCIAL SERVICES, & INSURANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY EDUCATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY EDUCATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA ANALYTICS & BUSINESS INTELLIGENCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA ANALYTICS & BUSINESS INTELLIGENCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA GOVERNANCE & MASTER DATA MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY DATA GOVERNANCE & MASTER DATA MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INFRASTRUCTURE & ASSET MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY INFRASTRUCTURE & ASSET MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROCESS OPTIMIZATION & RESOURCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PROCESS OPTIMIZATION & RESOURCE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PRODUCT & CONFIGURATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY PRODUCT & CONFIGURATION MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RISK MANAGEMENT, COMPLIANCE, & REGULATORY, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY RISK MANAGEMENT, COMPLIANCE, & REGULATORY, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VIRTUAL ASSISTANTS, SELF-SERVICE DATA, & DIGITAL, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL KNOWLEDGE GRAPH MARKET SIZE, BY VIRTUAL ASSISTANTS, SELF-SERVICE DATA, & DIGITAL, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 78. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 79. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 80. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 81. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 82. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 83. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 84. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 85. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 86. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 87. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 88. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 89. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 90. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 91. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 92. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 93. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 94. AMERICAS KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 95. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 96. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 97. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 98. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 99. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 100. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 101. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 102. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 103. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 104. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 105. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 106. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 107. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 108. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 109. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 110. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 111. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 112. UNITED STATES KNOWLEDGE GRAPH MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 113. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 114. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 115. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 116. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 117. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 118. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 119. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 120. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 121. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 122. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 123. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 124. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 125. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 126. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 127. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 128. CANADA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 129. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 130. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 131. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 132. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 133. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 134. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 135. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 136. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 137. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 138. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 139. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 140. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 141. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 142. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 143. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 144. MEXICO KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 145. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 146. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 147. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 148. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 149. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 150. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 151. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 152. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 153. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 154. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 155. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 156. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 157. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 158. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 159. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 160. BRAZIL KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 161. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 162. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 163. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 164. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 165. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 166. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 167. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 168. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 169. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 170. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 171. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 172. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 173. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 174. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 175. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 176. ARGENTINA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 177. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 178. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 179. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 180. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 181. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 182. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 183. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 184. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 185. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 186. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 187. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 188. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 189. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 190. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 191. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 192. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 193. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 194. EUROPE, MIDDLE EAST & AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 195. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 196. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 197. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 198. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 199. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 200. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 201. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 202. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 203. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 204. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 205. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 206. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 207. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 208. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 209. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 210. UNITED KINGDOM KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 211. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 212. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 213. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 214. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 215. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 216. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 217. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 218. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 219. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 220. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 221. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 222. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 223. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 224. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 225. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 226. GERMANY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 227. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 228. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 229. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 230. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 231. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 232. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 233. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 234. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 235. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 236. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 237. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 238. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 239. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 240. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 241. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 242. FRANCE KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 243. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 244. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 245. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 246. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 247. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 248. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 249. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 250. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 251. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 252. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 253. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 254. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 255. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 256. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 257. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 258. RUSSIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 259. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 260. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 261. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 262. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 263. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 264. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 265. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 266. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 267. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 268. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 269. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 270. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 271. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 272. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 273. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 274. ITALY KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 275. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 276. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 277. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 278. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 279. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 280. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 281. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 282. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 283. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 284. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 285. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 286. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 287. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 288. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 289. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 290. SPAIN KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 291. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 292. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 293. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 294. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 295. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 296. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 297. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 298. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 299. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 300. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 301. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 302. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 303. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 304. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 305. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 306. UNITED ARAB EMIRATES KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 307. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 308. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 309. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 310. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 311. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 312. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 313. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 314. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 315. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 316. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 317. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 318. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 319. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 320. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 321. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 322. SAUDI ARABIA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 323. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 324. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 325. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 326. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 327. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 328. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 329. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 330. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 331. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 332. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
TABLE 333. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 334. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 335. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
TABLE 336. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2030 (USD MILLION)
TABLE 337. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 338. SOUTH AFRICA KNOWLEDGE GRAPH MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 339. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 340. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 341. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 342. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 343. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 344. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 345. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2018-2024 (USD MILLION)
TABLE 346. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY MODEL TYPE, 2025-2030 (USD MILLION)
TABLE 347. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
TABLE 348. DENMARK KNOWLEDGE GRAPH MARKET SIZE, BY DEPLOYMENT MODE,

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Companies Mentioned

The major companies profiled in this Knowledge Graph market report include:
  • Altair Engineering Inc.
  • Amazon Web Services, Inc.
  • ArangoDB
  • DataStax, Inc.
  • Datavid Limited
  • Diffbot Technologies Corp.
  • Expert System S.p.A.
  • Fluree
  • Franz Inc.
  • Google LLC by Alphabet Inc.
  • International Business Machines Corporation
  • Linkurious SAS
  • Microsoft Corporation
  • Mitsubishi Electric Corporation
  • Neo4j, Inc.
  • Ontotext
  • Oracle Corporation
  • SciBite Limited
  • Stardog Union
  • Teradata Corporation
  • TIBCO by Cloud Software Group, Inc.
  • TigerGraph, Inc.
  • Tom Sawyer Software, Inc.
  • XenonStack Pvt. Ltd.
  • Yext, Inc.

Table Information

Report AttributeDetails
No. of Pages184
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 1.21 Billion
Forecasted Market Value ( USD ) by 2030 $ 3.01 Billion
Compound Annual Growth Rate19.5%
Regions CoveredGlobal
No. of Companies Mentioned26

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