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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1774962

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1774962

Knowledge Graph

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Table of Contents

Global Knowledge Graph Market to Reach US$8.4 Billion by 2030

The global market for Knowledge Graph estimated at US$1.2 Billion in the year 2024, is expected to reach US$8.4 Billion by 2030, growing at a CAGR of 39.3% over the analysis period 2024-2030. Enterprise Knowledge Graph Platform Solutions, one of the segments analyzed in the report, is expected to record a 41.8% CAGR and reach US$5.5 Billion by the end of the analysis period. Growth in the Graph Database Engine Solutions segment is estimated at 35.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$303.2 Million While China is Forecast to Grow at 37.1% CAGR

The Knowledge Graph market in the U.S. is estimated at US$303.2 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$1.2 Billion by the year 2030 trailing a CAGR of 37.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 36.2% and 33.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 27.1% CAGR.

Global Knowledge Graph Market - Key Trends & Drivers Summarized

How Is the Knowledge Graph Market Evolving to Enhance Data Connectivity?

The knowledge graph market has seen rapid growth as enterprises increasingly recognize the value of structured, interconnected data for improved decision-making, search optimization, and artificial intelligence (AI) applications. A knowledge graph is a semantic network that organizes information by linking entities and their relationships, enabling more intelligent data retrieval and contextual understanding. Initially popularized by search engines like Google to improve search relevance, knowledge graphs are now being adopted across various industries, including finance, healthcare, retail, and cybersecurity. Organizations are leveraging knowledge graphs to break down data silos, enabling seamless integration of structured and unstructured data from multiple sources. The ability to infer relationships between disparate data points enhances business intelligence, allowing enterprises to build more accurate recommendation systems, fraud detection models, and risk assessment tools. Additionally, graph-based databases are outperforming traditional relational databases in handling complex, interconnected data, making knowledge graphs an essential component of modern data architectures. As enterprises strive for real-time insights and contextual awareness, knowledge graph adoption is accelerating across sectors seeking enhanced data connectivity and analytics.

How Is AI Revolutionizing Knowledge Graphs?

Artificial intelligence and machine learning are playing a pivotal role in the advancement of knowledge graphs, enabling automation, self-learning capabilities, and enhanced predictive analytics. AI-driven knowledge graphs automatically extract, categorize, and establish relationships between entities from vast datasets, significantly reducing manual data curation efforts. Natural language processing (NLP) and deep learning techniques are improving the ability of knowledge graphs to understand and process unstructured data, such as textual documents, emails, and social media posts. Enterprises are using AI-powered knowledge graphs for advanced search capabilities, personalized recommendations, and context-aware chatbots that deliver more accurate responses. In cybersecurity, AI-enhanced knowledge graphs are helping organizations detect and prevent cyber threats by mapping potential attack patterns based on historical and real-time data. The integration of reinforcement learning further enhances knowledge graphs by continuously refining relationships between data points based on evolving patterns. Additionally, the emergence of self-constructing knowledge graphs, which autonomously update their structures as new information is added, is pushing the boundaries of AI-driven knowledge management. As businesses seek scalable solutions for data-driven decision-making, AI-powered knowledge graphs are becoming indispensable for extracting meaningful insights from complex datasets.

Is Enterprise Adoption of Knowledge Graphs Driven by Data Complexity?

The growing complexity of enterprise data is a major driver behind the widespread adoption of knowledge graphs. Organizations are dealing with exponentially increasing volumes of data generated from multiple sources, including IoT devices, digital transactions, customer interactions, and operational workflows. Traditional relational databases often struggle to manage interconnected data efficiently, leading enterprises to adopt graph-based technologies that provide greater flexibility and scalability. Knowledge graphs facilitate cross-domain data integration, enabling enterprises to unify internal and external data for more holistic analytics. Industries such as healthcare and life sciences are leveraging knowledge graphs for drug discovery, disease modeling, and personalized treatment recommendations by linking genetic, clinical, and pharmaceutical data. In finance, knowledge graphs are improving risk assessment and regulatory compliance by mapping intricate relationships between entities in financial transactions. The legal sector is also utilizing knowledge graphs for contract analysis and compliance tracking by identifying dependencies within large volumes of legal documents. As organizations prioritize data governance and knowledge management, knowledge graphs are becoming critical for creating enterprise-wide data ecosystems that foster collaboration, innovation, and operational efficiency.

What Are the Key Growth Drivers in the Knowledge Graph Market?

The growth in the global knowledge graph market is driven by several factors, including the rising adoption of AI-driven analytics, increasing enterprise data complexity, and the need for enhanced decision-making capabilities. As businesses transition to data-centric models, the demand for knowledge graphs is surging due to their ability to transform fragmented information into interconnected insights. The rapid expansion of the AI industry, particularly in natural language understanding and predictive analytics, is further fueling market growth, as knowledge graphs serve as a foundational component for AI applications. The rise of personalized customer experiences has led to increased deployment of knowledge graphs in recommendation engines used by e-commerce, streaming platforms, and digital marketing firms. Regulatory compliance requirements, especially in finance, healthcare, and cybersecurity, have also accelerated the adoption of knowledge graphs for risk analysis and fraud detection. Additionally, the growing influence of knowledge graphs in semantic search and intelligent automation is reshaping industries that rely on complex data retrieval processes. Cloud-based knowledge graph solutions are further expanding market accessibility, providing scalable, cost-effective deployment options for businesses of all sizes. As enterprises seek to unlock the full potential of their data assets, knowledge graphs are poised for continued growth, driving innovation in AI-powered analytics, enterprise knowledge management, and intelligent data integration.

SCOPE OF STUDY:

The report analyzes the Knowledge Graph market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Solutions (Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions, Knowledge Management Toolset Solutions); Services (Professional Services, Managed Services); Model Type (Resource Description Framework Triple Stores Model Type, Labeled Property Graph Model Type); Vertical (Banking, Financial Services & Insurance Vertical, Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals); Applications (Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application, Other Applications)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 42 Featured) -

  • Amazon Web Services (AWS)
  • ArangoDB
  • BenevolentAI
  • BioBox Analytics
  • Cambridge Semantics
  • Data Language
  • DataBorg
  • DataWalk
  • Diffbot
  • Franz Inc.
  • Glean
  • Graphifi
  • Graphwise
  • Maana
  • Neo4j
  • Ontotext
  • Stardog Union
  • Theia Insights
  • TigerGraph
  • Yext

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

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Product Code: MCP31741

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Knowledge Graph - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Integration of Artificial Intelligence in Knowledge Graphs Propels Market Growth
    • Rising Demand for Personalized Customer Experiences Drives Knowledge Graph Adoption
    • Expansion of Data-Driven Decision-Making Across Industries Spurs Knowledge Graph Usage
    • Increasing Use of Knowledge Graphs in Natural Language Processing (NLP) Fuels Growth
    • Advances in Machine Learning and AI Enhance the Utility of Knowledge Graphs
    • High Adoption of Knowledge Graphs in Search Engines and Recommendation Systems Expands Market Opportunity
    • Rising Need for Data Interoperability and Integration Promotes Knowledge Graph Solutions
    • Cloud-Based Knowledge Graph Solutions Drive Scalability and Lower Deployment Costs
    • Knowledge Graphs in Healthcare Enable Improved Patient Data Management and Personalized Treatment
    • Expanding Use of Knowledge Graphs in E-Commerce for Product Recommendation and Inventory Management
    • AI and Knowledge Graph Integration Strengthens Business Case for Enhanced Data Analytics
    • Growing Use of Knowledge Graphs in Financial Services for Fraud Detection and Risk Management
    • Increased Adoption of Knowledge Graphs for Organizational Knowledge Management and Collaboration
    • Regulatory Pressure on Data Privacy and Governance Spurs Demand for Secure Knowledge Graphs
    • Rising Interest in Graph Databases and Graph Analytics Solutions Accelerates Knowledge Graph Adoption
    • Data Science and Advanced Analytics Drive Need for More Efficient and Scalable Knowledge Graphs
    • Integration of Knowledge Graphs in Social Media Platforms for Enhanced User Insights
    • Increasing Interest in Knowledge Graphs for Semantic Search Capabilities Boosts Demand
    • Emerging Applications of Knowledge Graphs in AI-powered Business Intelligence Solutions
    • High Adoption of Knowledge Graphs in Enterprise Resource Planning (ERP) Systems Drives Market Growth
    • Government and Research Initiatives on Knowledge Graphs Support Market Development
    • Leveraging Knowledge Graphs for Enhanced Cybersecurity and Threat Detection Generates Demand
    • Shift Towards Interdisciplinary and Cross-Industry Applications Expands Knowledge Graph Reach
    • Technological Innovations in Knowledge Graph Visualization and Query Capabilities Enhance User Experience
    • Integration of Knowledge Graphs in IoT Solutions for Enhanced Data Connectivity and Insights
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Knowledge Graph Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Knowledge Graph by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Knowledge Graph by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Knowledge Graph by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Enterprise Knowledge Graph Platform Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Enterprise Knowledge Graph Platform Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Enterprise Knowledge Graph Platform Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Graph Database Engine Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Graph Database Engine Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Graph Database Engine Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Knowledge Management Toolset Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Knowledge Management Toolset Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Knowledge Management Toolset Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Retail & Ecommerce Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Retail & Ecommerce Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Retail & Ecommerce Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Healthcare Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Healthcare Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Healthcare Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Life Sciences Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Life Sciences Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Life Sciences Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Pharmaceuticals Telecom & Technology Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Pharmaceuticals Telecom & Technology Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Pharmaceuticals Telecom & Technology Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Government Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Government Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Government Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Manufacturing & Automotive Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Manufacturing & Automotive Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 31: World 15-Year Perspective for Manufacturing & Automotive Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Media & Entertainment Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Media & Entertainment Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 34: World 15-Year Perspective for Media & Entertainment Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Energy Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Energy Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 37: World 15-Year Perspective for Energy Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Utilities & Infrastructure Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Utilities & Infrastructure Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 40: World 15-Year Perspective for Utilities & Infrastructure Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 41: World Recent Past, Current & Future Analysis for Travel & Hospitality Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 42: World Historic Review for Travel & Hospitality Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 43: World 15-Year Perspective for Travel & Hospitality Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 44: World Recent Past, Current & Future Analysis for Transportation & Logistics Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 45: World Historic Review for Transportation & Logistics Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 46: World 15-Year Perspective for Transportation & Logistics Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 47: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 48: World Historic Review for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 49: World 15-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 50: World Recent Past, Current & Future Analysis for Banking by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 51: World Historic Review for Banking by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 52: World 15-Year Perspective for Banking by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 53: World Recent Past, Current & Future Analysis for Financial Services & Insurance Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 54: World Historic Review for Financial Services & Insurance Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 55: World 15-Year Perspective for Financial Services & Insurance Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 56: World Recent Past, Current & Future Analysis for Data Governance & Master Data Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 57: World Historic Review for Data Governance & Master Data Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 58: World 15-Year Perspective for Data Governance & Master Data Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 59: World Recent Past, Current & Future Analysis for Data Analytics & Business Intelligence Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 60: World Historic Review for Data Analytics & Business Intelligence Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 61: World 15-Year Perspective for Data Analytics & Business Intelligence Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 62: World Recent Past, Current & Future Analysis for Knowledge & Content Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 63: World Historic Review for Knowledge & Content Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 64: World 15-Year Perspective for Knowledge & Content Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 65: World Recent Past, Current & Future Analysis for Virtual Assistants Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 66: World Historic Review for Virtual Assistants Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 67: World 15-Year Perspective for Virtual Assistants Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 68: World Recent Past, Current & Future Analysis for Self-Service Data & Digital Asset Discovery Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 69: World Historic Review for Self-Service Data & Digital Asset Discovery Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 70: World 15-Year Perspective for Self-Service Data & Digital Asset Discovery Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 71: World Recent Past, Current & Future Analysis for Product & Configuration Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 72: World Historic Review for Product & Configuration Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 73: World 15-Year Perspective for Product & Configuration Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 74: World Recent Past, Current & Future Analysis for Infrastructure & Asset Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 75: World Historic Review for Infrastructure & Asset Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 76: World 15-Year Perspective for Infrastructure & Asset Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 77: World Recent Past, Current & Future Analysis for Process Optimization & Resource Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 78: World Historic Review for Process Optimization & Resource Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 79: World 15-Year Perspective for Process Optimization & Resource Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 80: World Recent Past, Current & Future Analysis for Risk Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 81: World Historic Review for Risk Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 82: World 15-Year Perspective for Risk Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 83: World Recent Past, Current & Future Analysis for Compliance Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 84: World Historic Review for Compliance Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 85: World 15-Year Perspective for Compliance Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 86: World Recent Past, Current & Future Analysis for Regulatory Reporting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 87: World Historic Review for Regulatory Reporting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 88: World 15-Year Perspective for Regulatory Reporting Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 89: World Recent Past, Current & Future Analysis for Market & Customer Intelligence Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 90: World Historic Review for Market & Customer Intelligence Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 91: World 15-Year Perspective for Market & Customer Intelligence Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 92: World Recent Past, Current & Future Analysis for Sales Optimization Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 93: World Historic Review for Sales Optimization Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 94: World 15-Year Perspective for Sales Optimization Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 95: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 96: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 97: World 15-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 98: World Recent Past, Current & Future Analysis for Professional Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 99: World Historic Review for Professional Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 100: World 15-Year Perspective for Professional Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 101: World Recent Past, Current & Future Analysis for Managed Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 102: World Historic Review for Managed Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 103: World 15-Year Perspective for Managed Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 104: World Recent Past, Current & Future Analysis for Resource Description Framework Triple Stores Model Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 105: World Historic Review for Resource Description Framework Triple Stores Model Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 106: World 15-Year Perspective for Resource Description Framework Triple Stores Model Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 107: World Recent Past, Current & Future Analysis for Labeled Property Graph Model Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 108: World Historic Review for Labeled Property Graph Model Type by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 109: World 15-Year Perspective for Labeled Property Graph Model Type by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 110: USA Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: USA Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 112: USA 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 113: USA Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 114: USA Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 115: USA 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 116: USA Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: USA Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 118: USA 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 119: USA Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 120: USA Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 121: USA 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 122: USA Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: USA Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 124: USA 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 125: Canada Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 126: Canada Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 127: Canada 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 128: Canada Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Canada Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 130: Canada 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 131: Canada Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Canada Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 133: Canada 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 134: Canada Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Canada Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 136: Canada 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 137: Canada Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Canada Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 139: Canada 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • JAPAN
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 140: Japan Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Japan Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 142: Japan 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 143: Japan Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Japan Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 145: Japan 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 146: Japan Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Japan Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 148: Japan 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 149: Japan Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Japan Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 151: Japan 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 152: Japan Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Japan Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 154: Japan 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • CHINA
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 155: China Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 156: China Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 157: China 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 158: China Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 159: China Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 160: China 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 161: China Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 162: China Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 163: China 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 164: China Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 165: China Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 166: China 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 167: China Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 168: China Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 169: China 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • EUROPE
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 170: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 171: Europe Historic Review for Knowledge Graph by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 172: Europe 15-Year Perspective for Knowledge Graph by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 173: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Europe Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 175: Europe 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 176: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Europe Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 178: Europe 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 179: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 180: Europe Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 181: Europe 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 182: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 183: Europe Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 184: Europe 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 185: Europe Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 186: Europe Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 187: Europe 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • FRANCE
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 188: France Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 189: France Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 190: France 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 191: France Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 192: France Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 193: France 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 194: France Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 195: France Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 196: France 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 197: France Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 198: France Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 199: France 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 200: France Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 201: France Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 202: France 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • GERMANY
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 203: Germany Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 204: Germany Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 205: Germany 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 206: Germany Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 207: Germany Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 208: Germany 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 209: Germany Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 210: Germany Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 211: Germany 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 212: Germany Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 213: Germany Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 214: Germany 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 215: Germany Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 216: Germany Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 217: Germany 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 218: Italy Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 219: Italy Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 220: Italy 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 221: Italy Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 222: Italy Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 223: Italy 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 224: Italy Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 225: Italy Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 226: Italy 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 227: Italy Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 228: Italy Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 229: Italy 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 230: Italy Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 231: Italy Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 232: Italy 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 233: UK Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 234: UK Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 235: UK 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 236: UK Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 237: UK Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 238: UK 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 239: UK Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 240: UK Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 241: UK 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 242: UK Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 243: UK Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 244: UK 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 245: UK Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 246: UK Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 247: UK 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 248: Rest of Europe Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 249: Rest of Europe Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 250: Rest of Europe 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 251: Rest of Europe Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 252: Rest of Europe Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 253: Rest of Europe 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 254: Rest of Europe Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 255: Rest of Europe Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 256: Rest of Europe 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 257: Rest of Europe Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 258: Rest of Europe Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 259: Rest of Europe 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 260: Rest of Europe Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 261: Rest of Europe Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 262: Rest of Europe 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Knowledge Graph Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 263: Asia-Pacific Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 264: Asia-Pacific Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 265: Asia-Pacific 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 266: Asia-Pacific Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 267: Asia-Pacific Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 268: Asia-Pacific 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 269: Asia-Pacific Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 270: Asia-Pacific Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 271: Asia-Pacific 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 272: Asia-Pacific Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 273: Asia-Pacific Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 274: Asia-Pacific 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 275: Asia-Pacific Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 276: Asia-Pacific Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 277: Asia-Pacific 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030
  • REST OF WORLD
    • TABLE 278: Rest of World Recent Past, Current & Future Analysis for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 279: Rest of World Historic Review for Knowledge Graph by Solutions - Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 280: Rest of World 15-Year Perspective for Knowledge Graph by Solutions - Percentage Breakdown of Value Sales for Enterprise Knowledge Graph Platform Solutions, Graph Database Engine Solutions and Knowledge Management Toolset Solutions for the Years 2015, 2025 & 2030
    • TABLE 281: Rest of World Recent Past, Current & Future Analysis for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 282: Rest of World Historic Review for Knowledge Graph by Vertical - Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 283: Rest of World 15-Year Perspective for Knowledge Graph by Vertical - Percentage Breakdown of Value Sales for Retail & Ecommerce Vertical, Healthcare Vertical, Life Sciences Vertical, Pharmaceuticals Telecom & Technology Vertical, Government Vertical, Manufacturing & Automotive Vertical, Media & Entertainment Vertical, Energy Vertical, Utilities & Infrastructure Vertical, Travel & Hospitality Vertical, Transportation & Logistics Vertical, Other Verticals, Banking and Financial Services & Insurance Vertical for the Years 2015, 2025 & 2030
    • TABLE 284: Rest of World Recent Past, Current & Future Analysis for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 285: Rest of World Historic Review for Knowledge Graph by Applications - Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 286: Rest of World 15-Year Perspective for Knowledge Graph by Applications - Percentage Breakdown of Value Sales for Data Governance & Master Data Management Application, Data Analytics & Business Intelligence Application, Knowledge & Content Management Application, Virtual Assistants Application, Self-Service Data & Digital Asset Discovery Application, Product & Configuration Management Application, Infrastructure & Asset Management Application, Process Optimization & Resource Management Application, Risk Management Application, Compliance Application, Regulatory Reporting Application, Market & Customer Intelligence Application, Sales Optimization Application and Other Applications for the Years 2015, 2025 & 2030
    • TABLE 287: Rest of World Recent Past, Current & Future Analysis for Knowledge Graph by Services - Professional Services and Managed Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 288: Rest of World Historic Review for Knowledge Graph by Services - Professional Services and Managed Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 289: Rest of World 15-Year Perspective for Knowledge Graph by Services - Percentage Breakdown of Value Sales for Professional Services and Managed Services for the Years 2015, 2025 & 2030
    • TABLE 290: Rest of World Recent Past, Current & Future Analysis for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 291: Rest of World Historic Review for Knowledge Graph by Model Type - Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 292: Rest of World 15-Year Perspective for Knowledge Graph by Model Type - Percentage Breakdown of Value Sales for Resource Description Framework Triple Stores Model Type and Labeled Property Graph Model Type for the Years 2015, 2025 & 2030

IV. COMPETITION

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