Knowledge Graph Market by Solution (Enterprise Knowledge Graph Platform, Graph Database Engine, Knowledge Management Toolset), Model Type (Resource Description Framework (RDF) Triple Stores, Labeled Property Graph) - Global Forecast to 2030

Knowledge Graph Market by Solution (Enterprise Knowledge Graph Platform, Graph Database Engine, Knowledge Management Toolset), Model Type (Resource Description Framework (RDF) Triple Stores, Labeled Property Graph) - Global Forecast to 2030

The Knowledge Graph market is estimated at USD 1,068.4 million in 2024 to USD 6,938.4 million by 2030, at a Compound Annual Growth Rate (CAGR) of 36.6%. The construction of intelligent knowledge graphs through AI is expected to change how organizations deal with large datasets. The effort of human intervention is drastically reduced when it comes to identifying and extricating relationships between different data points. The automation includes the processes carried out by most types of AI-driven tools such as natural language processing (NLP), machine learning algorithms, etc., to automatically interpret, unstructured or structured data, identify relevant patterns, and correlate such relevant information. This automation speeds up the construction of the graphs and at the same time increases accuracy, ensuring that the relationships represented in it are as relevant and up to date as possible to an end user.

""By solution, Graph Database Engine segment to hold the largest market size during the forecast period.”

Graph Database Engine is a specialized type of database, designed specifically for the efficient storage, management and retrieval of graph data entities (nodes) related by graph relationships (edges). Graph databases do not organize data in tables as in traditional relational systems, but rather as relationships, making them useful in application scenarios where data relationships are paramount, such as social networks, recommendation engines, and fraud detection. It allows high-speed querying and traversing complex and heavily linked datasets, thus enables a more natural, intuitive, and flexible mechanism of data querying. It further supports graph-specific query languages such as SPARQL and Cypher, which are optimized for querying relationships, thus affording better performance and scalability for graph applications.

“The services segment to register the fastest growth rate during the forecast period.”

Knowledge graph services encompass professional and managed services to an organization for deploying, enhancing, and maintaining knowledge graph solutions. Professional services consist of consulting on the design and development of a strategy, integration of the data, and the creation of a custom-built knowledge graph relevant to a business. On the other hand, managed services offer support maintenance, and monitoring of the knowledge graph platform for performance, scalability, and security. These services, in their own way, assist clients in sourcing knowledge graphs to their advantage in terms of getting better data, decision intelligence, and AI, and without the burden of their internal management, which is a resource-intensive and cumbersome process.

“Asia Pacific to witness the highest market growth rate during the forecast period.”

In Asia Pacific, the landscape is characterized by initiatives and innovations that try to help adopt and apply graph technologies across the region. In 2021, Neo4j launched Graphs4APAC initiative, which provides free training, materials, and tools to professionals across Asia Pacific to develop and improve their knowledge and skills in graph technology. This open-source initiative encourages collaborative and local adaptation, and has been successfully implemented in, Indonesia and Singapore. Fujitsu, also, strives to expand the frameworks of knowledge graphs fed by artificial intelligence in the Generative AI Accelerator Challenge (GENIAC) program that focuses on producing dedicated large language models (LLMs) that generate knowledge graphs and allow for inferring such graphs. These are emerging indicators that are significant in portraying how much the region has begun to pay attention to applying knowledge graphs across innovative platforms and data-driven solutions.

In-depth interviews have been conducted with chief executive officers (CEOs), Directors, and other executives from various key organizations operating in the Knowledge Graph market.

By Company Type: Tier 1 – 40%, Tier 2 – 35%, and Tier 3 – 25%

By Designation: C-level –40%, D-level – 35%, and Others – 25%

By Region: North America – 35%, Europe – 40%, Asia Pacific – 20, RoW-5%

The major players in the Knowledge Graph market include IBM Corporation (US), Oracle (US), Microsoft Corporation (US), AWS (US), Neo4j (US), Progress Software (US), TigerGraph (US), Stardog (US), Franz Inc (US), Ontotext (Bulgaria), Openlink Software (US), Graphwise (US), Altair (US), Bitnine ( South Korea) ArangoDB (US), Fluree (US), Memgraph (UK), Datavid (UK), and SAP (Germany), GraphBase (Australia), Metaphacts (Germany), Relational AI (US), Wisecube (US), Smabbler (Poland), Onlim (Austria), Graphaware (UK), Diffbot (US), Eccenca (Germany), Conversight (US), , Semantic Web Company (Austria), ESRI (US). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, enhancements, and acquisitions to expand their Knowledge Graph market footprint.

Research Coverage

The market study covers the Knowledge Graph market size across different segments. It aims at estimating the market size and the growth potential across various segments, including by offering (solutions (enterprise knowledge graph platform, graph database engine, knowledge management toolset), services ( professional services, managed services), by model type (Resource Description Framework (RDF) Triple Stores, Labeled Property Graph (LPG)), by applications (data governance and master data management, data analytics and business intelligence, knowledge and content management , virtual assistants, self-service data and digital asset discovery, product and configuration management, infrastructure and asset management, process optimization and resource management, risk management, compliance, regulatory reporting, market and customer intelligence, sales optimization, other applications), by vertical (Banking, Financial Services, and Insurance (BFSI), retail and eCommerce, healthcare, life sciences, and pharmaceuticals telecom and technology, government, manufacturing and automotive, media & entertainment, energy, utilities and infrastructure, travel and hospitality, transportation and logistics, other vertical), and Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The study includes an in-depth competitive analysis of the leading market players, their company profiles, key observations related to product and business offerings, recent developments, and market strategies.

Key Benefits of Buying the Report

The report will help the market leaders/new entrants with information on the closest approximations of the global Knowledge Graph market’s revenue numbers and subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. Moreover, the report will provide insights for stakeholders to understand the market’s pulse and provide them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (rising demand for AI/generative AI solutions, rapid growth in data volume and complexity, growing demand for semantic search), restraints (data quality and Integration challenges, scalability Issues) opportunities (data unification and rapid proliferation of knowledge graphs, increasing adoption in healthcare and life sciences), and challenges (lack of expertise and awareness, standardization and interoperability) influencing the growth of the Knowledge Graph market.

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Knowledge Graph market.

Market Development: The report provides comprehensive information about lucrative markets and analyses the Knowledge Graph market across various regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the Knowledge Graph market.

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading include include IBM Corporation (US), Oracle (US), Microsoft Corporation (US), AWS (US), Neo4j (US), Progress Software (US), TigerGraph (US), Stardog (US), Franz Inc (US), Ontotext (Bulgaria), Openlink Software (US), Graphwise (US), Altair (US), Bitnine ( South Korea) ArangoDB (US), Fluree (US), Memgraph (UK), GraphBase (Australia), Metaphacts (Germany), Relational AI (US), Wisecube (US), Smabbler (Poland), Onlim (Austria), Graphaware (UK), Diffbot (US), Eccenca (Germany), Conversight (US), , Semantic Web Company (Austria), ESRI (US), Datavid (UK), and SAP (Germany).

Tables List

Table 1 Usd Exchange Rate, 2021–2023

Table 2 Risk Assessment

Table 3 Average Selling Price Of Knowledge Graph Solutions,

By Country, 2023

Table 4 Indicative Pricing Analysis Of Key Players

Table 5 Knowledge Graph Market: Ecosystem

Table 6 List Of Major Patents

Table 7 Knowledge Graph Market: Conferences And Events, 2024–2025

Table 8 North America: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 9 Europe: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 10 Asia Pacific: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 11 Rest Of The World: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 12 Impact Of Porter’s Five Forces On Knowledge Graph Market

Table 13 Influence Of Stakeholders On Buying Process For

Top Three Verticals (%)

Table 14 Key Buying Criteria For Top Three Verticals

Table 15 Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 16 Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 17 Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 18 Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 19 Solutions: Knowledge Graph Market, By Region,

2019–2023 (Usd Million)

Table 20 Solutions: Knowledge Graph Market, By Region,

2024–2030 (Usd Million)

Table 21 Enterprise Knowledge Graph Platforms: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 22 Enterprise Knowledge Graph Platforms: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 23 Graph Database Engines: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 24 Graph Database Engines: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 25 Knowledge Management Toolsets: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 26 Knowledge Management Toolsets: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 27 Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 28 Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 29 Services: Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 30 Services: Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 31 Professional Services: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 32 Professional Services: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 33 Managed Services: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 34 Managed Services: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 35 Knowledge Graph Market, By Model Type, 2019–2023 (Usd Million)

Table 36 Knowledge Graph Market, By Model Type, 2024–2030 (Usd Million)

Table 37 Resource Description Framework (Rdf) Triple Stores: Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 38 Resource Description Framework (Rdf) Triple Stores: Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 39 Labeled Property Graph (Lpg): Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 40 Labeled Property Graph (Lpg): Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 41 Knowledge Graph Market, By Application, 2019–2023 (Usd Million)

Table 42 Knowledge Graph Market, By Application, 2024–2030 (Usd Million)

Table 43 Data Governance & Master Data Management: Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 44 Data Governance & Master Data Management: Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 45 Data Analytics & Business Intelligence: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 46 Data Analytics & Business Intelligence: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 47 Knowledge & Content Management: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 48 Knowledge & Content Management: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 49 Virtual Assistants, Self-service Data, And Digital Asset Discovery: Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 50 Virtual Assistants, Self-service Data, And Digital Asset Discovery: Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 51 Product & Configuration Management: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 52 Product & Configuration Management: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 53 Infrastructure & Asset Management: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 54 Infrastructure & Asset Management: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 55 Process Optimization & Resource Management:

Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 56 Process Optimization & Resource Management:

Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 57 Risk Management, Compliance, And Regulatory Reporting:

Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 58 Risk Management, Compliance, And Regulatory Reporting:

Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 59 Market & Customer Intelligence And Sales Optimization:

Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 60 Market & Customer Intelligence And Sales Optimization:

Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 61 Other Applications: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 62 Other Applications: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 63 Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 64 Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 65 Bfsi: Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 66 Bfsi: Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 67 Retail & Ecommerce: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 68 Retail & Ecommerce: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 69 Healthcare, Life Sciences, And Pharmaceuticals:

Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 70 Healthcare, Life Sciences, And Pharmaceuticals:

Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 71 Telecom & Technology: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 72 Telecom & Technology: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 73 Government: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 74 Government: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 75 Manufacturing & Automotive: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 76 Manufacturing & Automotive: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 77 Media & Entertainment: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 78 Media & Entertainment: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 79 Energy, Utilities, And Infrastructure: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 80 Energy, Utilities, And Infrastructure: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 81 Travel & Hospitality: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 82 Travel & Hospitality: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 83 Transportation & Logistics: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 84 Transportation & Logistics: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 85 Other Verticals: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 86 Other Verticals: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 87 Knowledge Graph Market, By Region, 2019–2023 (Usd Million)

Table 88 Knowledge Graph Market, By Region, 2024–2030 (Usd Million)

Table 89 North America: Knowledge Graph Market,

By Offering, 2019–2023 (Usd Million)

Table 90 North America: Knowledge Graph Market,

By Offering, 2024–2030 (Usd Million)

Table 91 North America: Knowledge Graph Market,

By Solution, 2019–2023 (Usd Million)

Table 92 North America: Knowledge Graph Market,

By Solution, 2024–2030 (Usd Million)

Table 93 North America: Knowledge Graph Market,

By Service, 2019–2023 (Usd Million)

Table 94 North America: Knowledge Graph Market,

By Service, 2024–2030 (Usd Million)

Table 95 North America: Knowledge Graph Market,

By Model Type, 2019–2023 (Usd Million)

Table 96 North America: Knowledge Graph Market,

By Model Type, 2024–2030 (Usd Million)

Table 97 North America: Knowledge Graph Market,

By Application, 2019–2023 (Usd Million)

Table 98 North America: Knowledge Graph Market,

By Application, 2024–2030 (Usd Million)

Table 99 North America: Knowledge Graph Market,

By Vertical, 2019–2023 (Usd Million)

Table 100 North America: Knowledge Graph Market,

By Vertical, 2024–2030 (Usd Million)

Table 101 North America: Knowledge Graph Market,

By Country, 2019–2023 (Usd Million)

Table 102 North America: Knowledge Graph Market,

By Country, 2024–2030 (Usd Million)

Table 103 Us: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 104 Us: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 105 Us: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 106 Us: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 107 Us: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 108 Us: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 109 Us: Knowledge Graph Market, By Model Type, 2019–2023 (Usd Million)

Table 110 Us: Knowledge Graph Market, By Model Type, 2024–2030 (Usd Million)

Table 111 Us: Knowledge Graph Market, By Application, 2019–2023 (Usd Million)

Table 112 Us: Knowledge Graph Market, By Application, 2024–2030 (Usd Million)

Table 113 Us: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 114 Us: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 115 Europe: Knowledge Graph Market,

By Offering, 2019–2023 (Usd Million)

Table 116 Europe: Knowledge Graph Market,

By Offering, 2024–2030 (Usd Million)

Table 117 Europe: Knowledge Graph Market,

By Solution, 2019–2023 (Usd Million)

Table 118 Europe: Knowledge Graph Market,

By Solution, 2024–2030 (Usd Million)

Table 119 Europe: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 120 Europe: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 121 Europe: Knowledge Graph Market,

By Model Type, 2019–2023 (Usd Million)

Table 122 Europe: Knowledge Graph Market,

By Model Type, 2024–2030 (Usd Million)

Table 123 Europe: Knowledge Graph Market,

By Application, 2019–2023 (Usd Million)

Table 124 Europe: Knowledge Graph Market,

By Application, 2024–2030 (Usd Million)

Table 125 Europe: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 126 Europe: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 127 Europe: Knowledge Graph Market, By Country, 2019–2023 (Usd Million)

Table 128 Europe: Knowledge Graph Market, By Country, 2024–2030 (Usd Million)

Table 129 Uk: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 130 Uk: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 131 Uk: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 132 Uk: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 133 Uk: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 134 Uk: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 135 Uk: Knowledge Graph Market, By Model Type, 2019–2023 (Usd Million)

Table 136 Uk: Knowledge Graph Market, By Model Type, 2024–2030 (Usd Million)

Table 137 Uk: Knowledge Graph Market, By Application, 2019–2023 (Usd Million)

Table 138 Uk: Knowledge Graph Market, By Application, 2024–2030 (Usd Million)

Table 139 Uk: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 140 Uk: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 141 Italy: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 142 Italy: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 143 Italy: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 144 Italy: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 145 Italy: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 146 Italy: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 147 Italy: Knowledge Graph Market, By Model Type,

2019–2023 (Usd Million)

Table 148 Italy: Knowledge Graph Market, By Model Type,

2024–2030 (Usd Million)

Table 149 Italy: Knowledge Graph Market, By Application,

2019–2023 (Usd Million)

Table 150 Italy: Knowledge Graph Market, By Application,

2024–2030 (Usd Million)

Table 151 Italy: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 152 Italy: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 153 Asia Pacific: Knowledge Graph Market, By Offering,

2019–2023 (Usd Million)

Table 154 Asia Pacific: Knowledge Graph Market, By Offering,

2024–2030 (Usd Million)

Table 155 Asia Pacific: Knowledge Graph Market, By Solution,

2019–2023 (Usd Million)

Table 156 Asia Pacific: Knowledge Graph Market, By Solution,

2024–2030 (Usd Million)

Table 157 Asia Pacific: Knowledge Graph Market, By Service,

2019–2023 (Usd Million)

Table 158 Asia Pacific: Knowledge Graph Market, By Service,

2024–2030 (Usd Million)

Table 159 Asia Pacific: Knowledge Graph Market, By Model Type,

2019–2023 (Usd Million)

Table 160 Asia Pacific: Knowledge Graph Market, By Model Type,

2024–2030 (Usd Million)

Table 161 Asia Pacific: Knowledge Graph Market, By Application,

2019–2023 (Usd Million)

Table 162 Asia Pacific: Knowledge Graph Market, By Application,

2024–2030 (Usd Million)

Table 163 Asia Pacific: Knowledge Graph Market, By Vertical,

2019–2023 (Usd Million)

Table 164 Asia Pacific: Knowledge Graph Market, By Vertical,

2024–2030 (Usd Million)

Table 165 Asia Pacific: Knowledge Graph Market, By Country,

2019–2023 (Usd Million)

Table 166 Asia Pacific: Knowledge Graph Market, By Country,

2024–2030 (Usd Million)

Table 167 China: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 168 China: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 169 China: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 170 China: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 171 China: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 172 China: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 173 China: Knowledge Graph Market, By Model Type,

2019–2023 (Usd Million)

Table 174 China: Knowledge Graph Market, By Model Type,

2024–2030 (Usd Million)

Table 175 China: Knowledge Graph Market, By Application,

2019–2023 (Usd Million)

Table 176 China: Knowledge Graph Market, By Application,

2024–2030 (Usd Million)

Table 177 China: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 178 China: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 179 India: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 180 India: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 181 India: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 182 India: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 183 India: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 184 India: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 185 India: Knowledge Graph Market, By Model Type,

2019–2023 (Usd Million)

Table 186 India: Knowledge Graph Market, By Model Type,

2024–2030 (Usd Million)

Table 187 India: Knowledge Graph Market, By Application,

2019–2023 (Usd Million)

Table 188 India: Knowledge Graph Market, By Application,

2024–2030 (Usd Million)

Table 189 India: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 190 India: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 191 Middle East & Africa: Knowledge Graph Market,

By Offering, 2019–2023 (Usd Million)

Table 192 Middle East & Africa: Knowledge Graph Market,

By Offering, 2024–2030 (Usd Million)

Table 193 Middle East & Africa: Knowledge Graph Market,

By Solution, 2019–2023 (Usd Million)

Table 194 Middle East & Africa: Knowledge Graph Market,

By Solution, 2024–2030 (Usd Million)

Table 195 Middle East & Africa: Knowledge Graph Market,

By Service, 2019–2023 (Usd Million)

Table 196 Middle East & Africa: Knowledge Graph Market,

By Service, 2024–2030 (Usd Million)

Table 197 Middle East & Africa: Knowledge Graph Market,

By Model Type, 2019–2023 (Usd Million)

Table 198 Middle East & Africa: Knowledge Graph Market,

By Model Type, 2024–2030 (Usd Million)

Table 199 Middle East & Africa: Knowledge Graph Market,

By Application, 2019–2023 (Usd Million)

Table 200 Middle East & Africa: Knowledge Graph Market,

By Application, 2024–2030 (Usd Million)

Table 201 Middle East & Africa: Knowledge Graph Market,

By Vertical, 2019–2023 (Usd Million)

Table 202 Middle East & Africa: Knowledge Graph Market,

By Vertical, 2024–2030 (Usd Million)

Table 203 Middle East & Africa: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 204 Middle East & Africa: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 205 Gcc Countries: Knowledge Graph Market,

By Offering, 2019–2023 (Usd Million)

Table 206 Gcc Countries: Knowledge Graph Market,

By Offering, 2024–2030 (Usd Million)

Table 207 Gcc Countries: Knowledge Graph Market,

By Solution, 2019–2023 (Usd Million)

Table 208 Gcc Countries: Knowledge Graph Market,

By Solution, 2024–2030 (Usd Million)

Table 209 Gcc Countries: Knowledge Graph Market,

By Service, 2019–2023 (Usd Million)

Table 210 Gcc Countries: Knowledge Graph Market,

By Service, 2024–2030 (Usd Million)

Table 211 Gcc Countries: Knowledge Graph Market,

By Model Type, 2019–2023 (Usd Million)

Table 212 Gcc Countries: Knowledge Graph Market,

By Model Type, 2024–2030 (Usd Million)

Table 213 Gcc Countries: Knowledge Graph Market,

By Application, 2019–2023 (Usd Million)

Table 214 Gcc Countries: Knowledge Graph Market,

By Application, 2024–2030 (Usd Million)

Table 215 Gcc Countries: Knowledge Graph Market,

By Vertical, 2019–2023 (Usd Million)

Table 216 Gcc Countries: Knowledge Graph Market,

By Vertical, 2024–2030 (Usd Million)

Table 217 Gcc Countries: Knowledge Graph Market,

By Region, 2019–2023 (Usd Million)

Table 218 Gcc Countries: Knowledge Graph Market,

By Region, 2024–2030 (Usd Million)

Table 219 Ksa: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 220 Ksa: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 221 Ksa: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 222 Ksa: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 223 Ksa: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 224 Ksa: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 225 Ksa: Knowledge Graph Market, By Model Type, 2019–2023 (Usd Million)

Table 226 Ksa: Knowledge Graph Market, By Model Type, 2024–2030 (Usd Million)

Table 227 Ksa: Knowledge Graph Market, By Application, 2019–2023 (Usd Million)

Table 228 Ksa: Knowledge Graph Market, By Application, 2024–2030 (Usd Million)

Table 229 Ksa: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 230 Ksa: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 231 Latin America: Knowledge Graph Market,

By Offering, 2019–2023 (Usd Million)

Table 232 Latin America: Knowledge Graph Market,

By Offering, 2024–2030 (Usd Million)

Table 233 Latin America: Knowledge Graph Market,

By Solution, 2019–2023 (Usd Million)

Table 234 Latin America: Knowledge Graph Market,

By Solution, 2024–2030 (Usd Million)

Table 235 Latin America: Knowledge Graph Market,

By Service, 2019–2023 (Usd Million)

Table 236 Latin America: Knowledge Graph Market,

By Service, 2024–2030 (Usd Million)

Table 237 Latin America: Knowledge Graph Market,

By Model Type, 2019–2023 (Usd Million)

Table 238 Latin America: Knowledge Graph Market,

By Model Type, 2024–2030 (Usd Million)

Table 239 Latin America: Knowledge Graph Market,

By Application, 2019–2023 (Usd Million)

Table 240 Latin America: Knowledge Graph Market,

By Application, 2024–2030 (Usd Million)

Table 241 Latin America: Knowledge Graph Market,

By Vertical, 2019–2023 (Usd Million)

Table 242 Latin America: Knowledge Graph Market,

By Vertical, 2024–2030 (Usd Million)

Table 243 Latin America: Knowledge Graph Market,

By Country, 2019–2023 (Usd Million)

Table 244 Latin America: Knowledge Graph Market,

By Country, 2024–2030 (Usd Million)

Table 245 Brazil: Knowledge Graph Market, By Offering, 2019–2023 (Usd Million)

Table 246 Brazil: Knowledge Graph Market, By Offering, 2024–2030 (Usd Million)

Table 247 Brazil: Knowledge Graph Market, By Solution, 2019–2023 (Usd Million)

Table 248 Brazil: Knowledge Graph Market, By Solution, 2024–2030 (Usd Million)

Table 249 Brazil: Knowledge Graph Market, By Service, 2019–2023 (Usd Million)

Table 250 Brazil: Knowledge Graph Market, By Service, 2024–2030 (Usd Million)

Table 251 Brazil: Knowledge Graph Market, By Model Type,

2019–2023 (Usd Million)

Table 252 Brazil: Knowledge Graph Market, By Model Type,

2024–2030 (Usd Million)

Table 253 Brazil: Knowledge Graph Market, By Application,

2019–2023 (Usd Million)

Table 254 Brazil: Knowledge Graph Market, By Application,

2024–2030 (Usd Million)

Table 255 Brazil: Knowledge Graph Market, By Vertical, 2019–2023 (Usd Million)

Table 256 Brazil: Knowledge Graph Market, By Vertical, 2024–2030 (Usd Million)

Table 257 Overview Of Strategies Adopted By Key Knowledge Graph Market Vendors

Table 258 Knowledge Graph Market: Degree Of Competition

Table 259 Knowledge Graph Market: Vertical Footprint

Table 260 Knowledge Graph Market: Offering Footprint

Table 261 Knowledge Graph Market: Regional Footprint

Table 262 Knowledge Graph Market: Detailed List Of Key Start-ups/Smes

Table 263 Knowledge Graph Market: Competitive Benchmarking

Of Key Start-ups/Smes

Table 264 Knowledge Graph Market: Product Launches & Enhancements,

April 2022–december 2024

Table 265 Knowledge Graph Market: Deals, April 2022–december 2024

Table 266 Neo4j: Company Overview

Table 267 Neo4j: Products/Solutions/Services Offered

Table 268 Neo4j: Product Enhancements

Table 269 Neo4j: Deals

Table 270 Amazon Web Services, Inc: Company Overview

Table 271 Amazon Web Services, Inc: Products/Solutions/Services Offered

Table 272 Amazon Web Services, Inc: Product Enhancements

Table 273 Tigergraph: Company Overview

Table 274 Tigergraph: Products/Solutions/Services Offered

Table 275 Tigergraph: Product Enhancements

Table 276 Tigergraph: Deals

Table 277 Graphwise: Company Overview

Table 278 Graphwise: Products/Solutions/Services Offered

Table 279 Graphwise: Product Enhancements

Table 280 Relationalai: Company Overview

Table 281 Relationalai: Products/Solutions/Services Offered

Table 282 Relationalai: Product Launches

Table 283 Ibm: Company Overview

Table 284 Ibm: Products/Solutions/Services Offered

Table 285 Ibm: Product Enhancements

Table 286 Ibm: Deals

Table 287 Microsoft: Company Overview

Table 288 Microsoft: Products/Solutions/Services Offered

Table 289 Microsoft: Product Enhancements

Table 290 Microsoft: Deals

Table 291 Sap: Company Overview

Table 292 Sap: Products/Solutions/Services Offered

Table 293 Sap: Product Enhancements

Table 294 Oracle: Company Overview

Table 295 Oracle: Products/Solutions/Services Offered

Table 296 Oracle: Product Enhancements

Table 297 Stardog: Company Overview

Table 298 Stardog: Products/Solutions/Services Offered

Table 299 Stardog: Product Enhancements

Table 300 Stardog: Deals

Table 301 Ontotext: Company Overview

Table 302 Ontotext: Products/Solutions/Services Offered

Table 303 Ontotext: Product Enhancements

Table 304 Ontotext: Deals

Table 305 Franz Inc.: Company Overview

Table 306 Franz Inc.: Products/Solutions/Services Offered

Table 307 Franz Inc.: Product Enhancements

Table 308 Altair: Company Overview

Table 309 Altair: Products/Solutions/Services Offered

Table 310 Altair: Product Enhancements

Table 311 Altair: Deals

Table 312 Adjacent Reports

Table 313 Graph Database Market, By Offering, 2019–2023 (Usd Million)

Table 314 Graph Database Market, By Offering, 2024–2030 (Usd Million)

Table 315 Graph Database Market, By Model Type, 2019–2023 (Usd Million)

Table 316 Graph Database Market, By Model Type, 2024–2030 (Usd Million)

Table 317 Graph Database Market, By Application, 2019–2023 (Usd Million)

Table 318 Graph Database Market, By Application, 2024–2030 (Usd Million)

Table 319 Graph Database Market, By Vertical, 2019–2023 (Usd Million)

Table 320 Graph Database Market, By Vertical, 2024–2030 (Usd Million)

Table 321 Graph Database Market, By Region, 2019–2023 (Usd Million)

Table 322 Graph Database Market, By Region, 2024–2030 (Usd Million)

Table 323 Enterprise Content Management Market, By Offering,

2019–2023 (Usd Million)

Table 324 Enterprise Content Management Market, By Offering,

2024–2029 (Usd Million)

Table 325 Enterprise Content Management Market, By Business Function,

2019–2023 (Usd Million)

Table 326 Enterprise Content Management Market, By Business Function,

2024–2029 (Usd Million)

Table 327 Enterprise Content Management Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 328 Enterprise Content Management Market, By Deployment Mode,

2024–2029 (Usd Million)

Table 329 Enterprise Content Management Market, By Organization Size,

2019–2023 (Usd Million)

Table 330 Enterprise Content Management Market, By Organization Size,

2024–2029 (Usd Million)

Table 331 Enterprise Content Management Market, By Vertical,

2019–2023 (Usd Million)

Table 332 Enterprise Content Management Market, By Vertical,

2024–2029 (Usd Million)

Table 333 Enterprise Content Management Market, By Region,

2019–2023 (Usd Million)

Table 334 Enterprise Content Management Market, By Region,

2024–2029 (Usd Million)

Table 335 Generative Ai Market, By Offering, 2019–2023 (Usd Million)

Table 336 Generative Ai Market, By Offering, 2024–2030 (Usd Million)

Table 337 Generative Ai Market, By Data Modality, 2019–2023 (Usd Million)

Table 338 Generative Ai Market, By Data Modality, 2024–2030 (Usd Million)

Table 339 Generative Ai Market, By Application, 2019–2023 (Usd Million)

Table 340 Generative Ai Market, By Application, 2024–2030 (Usd Million)

Table 341 Generative Ai Market, By End User, 2019–2023 (Usd Million)

Table 342 Generative Ai Market, By End User, 2024–2030 (Usd Million)

Table 343 Generative Ai Market, By Region, 2019–2023 (Usd Million)

Table 344 Generative Ai Market, By Region, 2024–2030 (Usd Million)

Figures List

Figure 1 Knowledge Graph Market: Research Design

Figure 2 Top-down And Approach

Figure 3 Approach 1 (Supply Side): Revenue Of Vendors In Knowledge

Graph Market

Figure 4 Bottom-up Approach

Figure 5 Demand-side Analysis

Figure 6 Bottom-up (Supply Side) Analysis: Collective Revenue From Solutions/Services Of Knowledge Graph Market

Figure 7 Data Triangulation

Figure 8 Knowledge Graph Market, 2022–2030 (Usd Million)

Figure 9 Knowledge Graph Market: Regional Snapshot

Figure 10 Growing Need For Advanced Data Integration, Contextual Insights,

And Ai-driven Decision-making To Drive Knowledge Graph Market

Figure 11 Solutions Segment To Account For Larger Market Share In 2024

Figure 12 Managed Services Segment To Register Higher Cagr During

Forecast Period

Figure 13 Labeled Property Graph (Lpg) To Grow Faster During Forecast Period

Figure 14 Data Analytics & Business Intelligence Segment To Dominate In 2024

Figure 15 Bfsi Segment To Account For Major Share In 2024

Figure 16 Graph Database Engine And Professional Services – Dominant Segments In 2024

Figure 17 Knowledge Graph Market: Drivers, Restraints, Opportunities,

And Challenges

Figure 18 Trends/Disruptions Impacting Customer Business

Figure 19 Average Selling Price Trend Of Key Players, By Country, 2023

Figure 20 Knowledge Graph Market: Supply Chain Analysis

Figure 21 Key Players In Knowledge Graph Market Ecosystem

Figure 22 List Of Major Patents For Knowledge Graph

Figure 23 Porter’s Five Forces Model: Knowledge Graph Market

Figure 24 Influence Of Stakeholders On Buying Process For Top Three Verticals

Figure 25 Key Buying Criteria For Top Three Verticals

Figure 26 Evolution Of Knowledge Graph

Figure 27 Use Cases Of Generative Ai In Knowledge Graph

Figure 28 Knowledge Graph Market: Investment And Funding Scenario

(Usd Million)

Figure 29 Services Segment To Grow At Higher Cagr During Forecast Period

Figure 30 Enterprise Knowledge Graph Platform Segment To Grow At Highest Cagr During Forecast Period

Figure 31 Managed Services Segment To Grow At Higher Cagr During

Forecast Period

Figure 32 Rdf Triple Stores Model Type To Grow At Higher Cagr During

Forecast Period

 

Figure 33 Data Analytics & Business Intelligence Segment To Account

For Largest Market During Forecast Period

Figure 34 Healthcare, Life Sciences, And Pharmaceuticals Segment To Grow At Highest Cagr During Forecast Period

Figure 35 North America: Market Snapshot

Figure 36 Asia Pacific: Market Snapshot

Figure 37 Revenue Analysis Of Key Companies In Past 5 Years

Figure 38 Share Of Leading Companies In Knowledge Graph Market, 2024

Figure 39 Market Ranking Analysis Of Top Five Players

Figure 40 Knowledge Graph Market: Company Evaluation Matrix

(Key Players), 2024

Figure 41 Knowledge Graph Market: Company Footprint

Figure 42 Knowledge Graph Market: Company Evaluation Matrix

(Start-ups/Smes), 2024

Figure 43 Brand/Product Comparison

Figure 44 Financial Metrics Of Key Knowledge Graph Market Vendors

Figure 45 Company Valuation Of Key Knowledge Graph Market Vendors

Figure 46 Amazon Web Services: Company Snapshot

Figure 47 Ibm: Company Snapshot

Figure 48 Microsoft: Company Snapshot

Figure 49 Sap: Company Snapshot

Figure 50 Oracle: Company Snapshot

Figure 51 Altair: Company Snapshot