Knowledge Graph

A Global Strategic Business Report

MCP31741

RESEARCH DASHBOARD

OCT 2025

RELEASE DATE

7141

EXECUTIVE POOL

5850

PRICE

811

EXPERT INPUTS

42

COMPANIES

309

DATA TABLES

381

PAGES

2

EDITION

WHAT'S BEHIND OUR DATA?

140857226

DOMAIN TRANSCRIPTS

6080276

BRANDS TRACKED

1729341

FEATURED COMPANIES

22574

TOPICS COVERED

82719

MARKET SEGMENTS

91

KEY INDUSTRIES

1574

CURATION TEAM

4761909

DECISION MAKERS

EXECUTIVE ENGAGEMENTS BY TIER (55)

3

CXO

5

VICE PRESIDENT

10

DIRECTOR

25

MANAGER

12

MARKETING

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HIGHLIGHTS & REPORT INDEX

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 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 PLAYERS

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.

I. METHODOLOGY

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

Trade Shocks, Uncertainty, and the Structural Rewiring of the Global Economy

How Trump’s Tariffs Impact the Market? The Big Question on Everyone’s Mind

Knowledge Graph – Global Key Competitors Percentage Market Share in 2025 (E)

Competitive Market Presence - Strong/Active/Niche/Trivial for 42 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

World Knowledge Graph Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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