Knowledge Graph Global Market Report 2025

Description

A knowledge graph is a structured data model that organizes entities, concepts, and their relationships in a graph format. By aggregating information from various sources, it enables machines to understand context, derive insights, and enhance AI-driven applications such as semantic search, recommendation systems, and enterprise data management.

The primary types of knowledge graphs are general knowledge graphs and industry-specific knowledge graphs. A general knowledge graph is a structured database that integrates and organizes data from diverse sources to represent real-world entities and their interrelationships. These graphs can be deployed through on-premises, cloud-based, or hybrid systems and are used by organizations of various sizes, from large enterprises to small and medium-sized enterprises (SMEs). Knowledge graphs have applications across many domains, such as data analytics and business intelligence, data governance and master data management, infrastructure and asset management, process optimization, resource management, product and configuration management, risk management, compliance and regulatory issues, as well as virtual assistants, self-service data, and digital solutions. They are widely utilized in industries such as healthcare, e-commerce and retail, banking, financial services and insurance (BFSI), government, media and entertainment, among others.

The knowledge graph market research report is one of a series of new reports from The Business Research Company that provides knowledge graph market statistics, including the knowledge graph industry's global market size, regional shares, competitors with a knowledge graph market share, detailed knowledge graph market segments, market trends and opportunities, and any further data you may need to thrive in the knowledge graph industry. This knowledge graph market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The knowledge graph market size has grown exponentially in recent years. It will grow from $1.31 billion in 2024 to $1.62 billion in 2025 at a compound annual growth rate (CAGR) of 23.2%. The growth during the historic period can be attributed to the increasing complexity of data, the rise of big data, growing enterprise adoption, the expansion of semantic search, and the enhanced need for data integration.

The knowledge graph market size is expected to see exponential growth in the next few years. It will grow to $3.69 billion in 2029 at a compound annual growth rate (CAGR) of 22.9%. The anticipated growth during the forecast period can be attributed to the rapid adoption of artificial intelligence, the expansion of IoT, the demand for real-time insights, the growth of digital transformation, and the increasing need for data governance. Key trends expected in this period include integration with large language models (LLMs), automated knowledge extraction, advancements in AI, real-time knowledge updates, and the growing demand for explainable AI.

The rapid increase in data volume and complexity is expected to drive the growth of the knowledge graph market in the future. Data volume refers to the total amount of data being created, while data complexity involves the challenges of organizing and understanding data due to its variety and interconnections. The growth in data volume is largely due to the widespread use of the internet and digital devices, which continuously generate vast amounts of information. Knowledge graphs help manage large and complex data sets by organizing the data into interconnected entities and relationships, making data retrieval, integration, and analysis more efficient. For instance, in December 2022, a report by The Linux Foundation revealed that the average data growth for an end-user organization surged to 2,208 TB, a 215.43% increase from the 700 TB recorded in 2021. This rapid growth in data volume and complexity is a key driver for the knowledge graph market.

Companies in the knowledge graph market are focusing on advancements that integrate artificial intelligence, such as merging knowledge graphs with data lakehouse technology to improve data processing, scalability, and insights by combining various types of data. Data lakehouse technology merges the large storage capacity of a data lake with the organizational structure of a data warehouse, enabling businesses to store, manage, and analyze all types of data on one platform. For example, in March 2023, Kobai Inc., a US-based software company, introduced Kobai Saturn, the first knowledge graph designed to use data lakehouse architecture to enhance scalability and efficiency. Kobai Saturn consolidates all data use cases into a single semantic layer, improving accessibility and decision-making. By integrating structured knowledge graphs with the flexibility of data lakehouses, this innovation enhances data processing and provides deeper insights.

In April 2024, Altair Engineering Inc., a US-based software company, acquired Cambridge Semantics Inc. for an undisclosed amount. This acquisition allows Altair to utilize Cambridge Semantics' advanced data fabric technology, improving the integration of diverse data types and enhancing enterprise analytics, insights, and decision-making. Cambridge Semantics Inc., a US-based software company, specializes in knowledge graph and data analytics solutions.

Major players in the knowledge graph market are Amazon Web Services, Google LLC, International Business Machines Corporation (IBM Corporation), Oracle Corporation, SAP SE, Altair Engineering Inc., Neo4j Inc., DataStax Inc., MarkLogic Corporation, Cambridge Semantics Inc., ArangoDB GmbH, TigerGraph Inc., Ontotext AD, Stardog Union Inc., Fluree PBC, Semantic Web Company GmbH, Datavid Limited, OpenLink Software Inc., Bitnine Co. Ltd., Franz Inc., Diffbot Technologies Corporation, Redis Inc.

North America was the largest region in the knowledge graph market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in knowledge graph report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the knowledge graph market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The knowledge graph market consists of revenues earned by entities by providing managed services, and enterprise services. The market value includes the value of related goods sold by the service provider or included within the service offering. The knowledge graph market also includes sales of knowledge graph software, graph databases, and enterprise knowledge management systems. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values and are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Knowledge Graph Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on knowledge graph market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for knowledge graph ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The knowledge graph market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:1) By Type: General Knowledge Graph; Industry Knowledge Graph
2) By Deployment Type: On-Premises; Cloud-Based; Hybrid
3) By Organization Size: Large Enterprises; Small And Medium-Sized Enterprises
4) By Application: Data Analytics And Business Intelligence; Data Governance And Master Data Management; Infrastructure And Asset Management; Process Optimization And Resource Management; Product And Configuration Management; Risk Management, Compliance, And Regulatory; Virtual Assistants, Self-Service Data, And Digital
5) By End-User: Healthcare; E-Commerce And Retail; Banking, Financial Services, And Insurance (BFSI); Government; Media And Entertainment; Other End-Users
Subsegments:
1) By General Knowledge Graph: Semantic Search, Recommendation Systems, Virtual Assistants, Question Answering Systems
2) By Industry Knowledge Graph: Healthcare Knowledge Graphs, Financial Knowledge Graphs, Retail Knowledge Graphs, Telecom Knowledge Graphs, Manufacturing Knowledge Graphs, Media And Entertainment Knowledge Graphs, Legal And Compliance Knowledge Graphs
Companies Mentioned: Amazon Web Services; Google LLC; International Business Machines Corporation (IBM Corporation); Oracle Corporation; SAP SE
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r34593

1. Executive Summary

2. Knowledge Graph Market Characteristics

3. Knowledge Graph Market Trends And Strategies

4. Knowledge Graph Market - Macro Economic Scenario Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics And Covid And Recovery On The Market

5. Global Knowledge Graph Growth Analysis And Strategic Analysis Framework

5.1. Global Knowledge Graph PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
5.2. Analysis Of End Use Industries
5.3. Global Knowledge Graph Market Growth Rate Analysis
5.4. Global Knowledge Graph Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Knowledge Graph Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Knowledge Graph Total Addressable Market (TAM)

6. Knowledge Graph Market Segmentation

6.1. Global Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
General Knowledge Graph
Industry Knowledge Graph
6.2. Global Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
On-Premises
Cloud-Based
Hybrid
6.3. Global Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Large Enterprises
Small And Medium-Sized Enterprises
6.4. Global Knowledge Graph Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Data Analytics And Business Intelligence
Data Governance And Master Data Management
Infrastructure And Asset Management
Process Optimization And Resource Management
Product And Configuration Management
Risk Management, Compliance, And Regulatory
Virtual Assistants, Self-Service Data, And Digital
6.5. Global Knowledge Graph Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Healthcare
E-Commerce And Retail
Banking, Financial Services, And Insurance (BFSI)
Government
Media And Entertainment
Other End-Users
6.6. Global Knowledge Graph Market, Sub-Segmentation Of General Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Semantic Search
Recommendation Systems
Virtual Assistants
Question Answering Systems
6.7. Global Knowledge Graph Market, Sub-Segmentation Of Industry Knowledge Graph, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Healthcare Knowledge Graphs
Financial Knowledge Graphs
Retail Knowledge Graphs
Telecom Knowledge Graphs
Manufacturing Knowledge Graphs
Media And Entertainment Knowledge Graphs
Legal And Compliance Knowledge Graphs

7. Knowledge Graph Market Regional And Country Analysis

7.1. Global Knowledge Graph Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Knowledge Graph Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Knowledge Graph Market

8.1. Asia-Pacific Knowledge Graph Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.3. Asia-Pacific Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.4. Asia-Pacific Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Knowledge Graph Market

9.1. China Knowledge Graph Market Overview
9.2. China Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.3. China Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.4. China Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Knowledge Graph Market

10.1. India Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.2. India Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.3. India Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Knowledge Graph Market

11.1. Japan Knowledge Graph Market Overview
11.2. Japan Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.3. Japan Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.4. Japan Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Knowledge Graph Market

12.1. Australia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.2. Australia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.3. Australia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Knowledge Graph Market

13.1. Indonesia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.2. Indonesia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.3. Indonesia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Knowledge Graph Market

14.1. South Korea Knowledge Graph Market Overview
14.2. South Korea Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.3. South Korea Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.4. South Korea Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Knowledge Graph Market

15.1. Western Europe Knowledge Graph Market Overview
15.2. Western Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.3. Western Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.4. Western Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Knowledge Graph Market

16.1. UK Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.2. UK Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.3. UK Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Knowledge Graph Market

17.1. Germany Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.2. Germany Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.3. Germany Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Knowledge Graph Market

18.1. France Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.2. France Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.3. France Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Knowledge Graph Market

19.1. Italy Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.2. Italy Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.3. Italy Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Knowledge Graph Market

20.1. Spain Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.2. Spain Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.3. Spain Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Knowledge Graph Market

21.1. Eastern Europe Knowledge Graph Market Overview
21.2. Eastern Europe Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.3. Eastern Europe Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.4. Eastern Europe Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Knowledge Graph Market

22.1. Russia Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.2. Russia Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.3. Russia Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Knowledge Graph Market

23.1. North America Knowledge Graph Market Overview
23.2. North America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.3. North America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.4. North America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Knowledge Graph Market

24.1. USA Knowledge Graph Market Overview
24.2. USA Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.3. USA Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.4. USA Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Knowledge Graph Market

25.1. Canada Knowledge Graph Market Overview
25.2. Canada Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.3. Canada Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.4. Canada Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Knowledge Graph Market

26.1. South America Knowledge Graph Market Overview
26.2. South America Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.3. South America Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.4. South America Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Knowledge Graph Market

27.1. Brazil Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.2. Brazil Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.3. Brazil Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Knowledge Graph Market

28.1. Middle East Knowledge Graph Market Overview
28.2. Middle East Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.3. Middle East Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.4. Middle East Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Knowledge Graph Market

29.1. Africa Knowledge Graph Market Overview
29.2. Africa Knowledge Graph Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.3. Africa Knowledge Graph Market, Segmentation By Deployment Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.4. Africa Knowledge Graph Market, Segmentation By Organization Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Knowledge Graph Market Competitive Landscape And Company Profiles

30.1. Knowledge Graph Market Competitive Landscape
30.2. Knowledge Graph Market Company Profiles
- 30.2.1. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
- 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
- 30.2.3. International Business Machines Corporation (IBM Corporation) Overview, Products and Services, Strategy and Financial Analysis
- 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
- 30.2.5. SAP SE Overview, Products and Services, Strategy and Financial Analysis

31. Knowledge Graph Market Other Major And Innovative Companies

31.1. Altair Engineering Inc.
31.2. Neo4j Inc.
31.3. DataStax Inc.
31.4. MarkLogic Corporation
31.5. Cambridge Semantics Inc.
31.6. ArangoDB GmbH
31.7. TigerGraph Inc.
31.8. Ontotext AD
31.9. Stardog Union Inc.
31.10. Fluree PBC
31.11. Semantic Web Company GmbH
31.12. Datavid Limited
31.13. OpenLink Software Inc.
31.14. Bitnine Co. Ltd.
31.15. Franz Inc.

32. Global Knowledge Graph Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Knowledge Graph Market

34. Recent Developments In The Knowledge Graph Market

35. Knowledge Graph Market High Potential Countries, Segments and Strategies

35.1 Knowledge Graph Market In 2029 - Countries Offering Most New Opportunities
35.2 Knowledge Graph Market In 2029 - Segments Offering Most New Opportunities
35.3 Knowledge Graph Market In 2029 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer