Graph Database Market Opportunities 2031
The graph database market size is projected to reach US$ 11.43 billion by 2031 from US$ 2.64 billion in 2023. The market is expected to register a CAGR of 20.1% in 2023—2031. The market growth is fueled by factors such as the increasing use of graph database tools and services based on artificial intelligence (Al) and the rising demand for systems that can handle low latency queries are likely to remain key graph database market trends.
Graph Database Market Analysis
The graph database market is driven by the increasing use of graph database tools and services based on artificial intelligence (Al) and the rising demand for systems that can handle low-latency queries. Additionally, the market is anticipated to grow in the coming years owing to the increasing adoption of virtualization tor big data and growing demand to uncover complicated patterns at maximum scale. However, a lack of understanding regarding the potential benefits of graph databases and challenges faced during implementation hinder the market growth.
Graph Database Market Overview
With nodes, edges, and features to represent and store data, graph database uses graph structures for semantic queries. Graph databases are used in various industry verticals, such as BFSI, manufacturing, retail & e-commerce, IT & Telecom, and Logistics. Risk management, fraud detection, customer analytics, recommendation engines, supply chain management, operations management, asset management, knowledge management, and scientific data management are a few applications of graph databases.
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Graph Database Market: Strategic Insights
Market Size Value in US$ 1,854.0 Million in 2021 Market Size Value by US$ 7,225.9 Million by 2028 Growth rate CAGR of 22.1% from 2022 to 2028 Forecast Period 2022-2028 Base Year 2021
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Graph Database Market: Strategic Insights
| Market Size Value in | US$ 1,854.0 Million in 2021 |
| Market Size Value by | US$ 7,225.9 Million by 2028 |
| Growth rate | CAGR of 22.1% from 2022 to 2028 |
| Forecast Period | 2022-2028 |
| Base Year | 2021 |
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Graph Database Market Drivers and Opportunities
Increasing Demand Database for Real-Time Data Insights to Favor Market
A real-time database is in distinguish to traditional relational database management systems (RDBMSs), in which a database administrator typically loads data via an ETL tool/process at regular intervals. A real-time database may sit alongside RDBMSs for modern use cases in larger enterprises. As the volume of data continues to grow and the velocity of data continues to accelerate, some technologies that once relied primarily on batch-oriented databases now rely more heavily on real-time database technologies (e.g., recommendation engines). The implementation of a real-time database is increasing because it enables response to events faster than competitors, enables real-time alerting for market changes, supports preventive maintenance use cases, analyzes data in real-time as it is generated, and deploys real-time machine learning inference. Thus, increasing demand for real-time data base is driving the graph data base market growth.
Enterprise data unifications and rapid proliferation of knowledge.
The rapid proliferation of knowledge graphs driven by enterprise data holds significant opportunities for the graph data-based market. Organizations pursue to integrate and utilize diverse data sources, and knowledge offers a good way to provide an impactful way to represent complex relationships. Thus, enterprise data unification and the rapid proliferation of knowledge are offering great opportunities.
Graph Database Market Report Segmentation Analysis
Key segments that contributed to the derivation of the graph database market analysis are component, deployment type, application type, and industry vertical.
- Based on component, the graph database market is divided into software and services. The software segment is anticipated to grow in the forecast period.
- By deployment type, the market is segmented into on-premise cloud. The on-premise segment is anticipated to grow in the forecast period.
- By application, the market is segmented into risk management and fraud detection, customer analytics, recommendation engines, supply chain management, operations management and asset management, knowledge management, scientific data management, and others. The risk management and fraud detection segment is anticipated to grow in the forecast period.
- Based on industry vertical, the graph database market is divided into BFSI, healthcare, telecom and IT, retail and e-commerce, transportation and logistics, government and public sector, media and entertainment, travel and hospitality, manufacturing, and others. The BFSI segment is anticipated to grow in the forecast period.
Graph Database Market Share Analysis by Geography
The geographic scope of the graph database market report is mainly divided into five regions: North America, Asia Pacific, Europe, Middle East & Africa, and South America/South & Central America. North America has dominated the graph database market. High technology adoption trends in various industries in the North American region have fuelled the growth of the graph database market. Factors such as increased adoption of digital technology and high technological spending by government agencies are expected to drive the North American graph database market growth. Moreover, a strong emphasis on research and development in the developed economies of the US and Canada is forcing the North American players to bring technologically advanced solutions into the market. In addition, the US has a large number of graph database market players who have been increasingly focusing on developing innovative solutions. All these factors contribute to the region's growth of the graph database market.
Graph Database Market Report Scope
Graph Database Market News and Recent Developments
The graph database market is evaluated by gathering qualitative and quantitative data post primary and secondary research, which includes important corporate publications, association data, and databases. The following is a list of developments in the market:
- In April 2024, Neo4j, the world's leading graph database and analytics company, announced new native integrations with Google Cloud that dramatically speed up Generative AI application development and deployment across several crucial stages. The results solve a problem for enterprises that struggle with complexity and hallucinations when building and deploying successful GenAI applications requiring real-time, contextually rich data and accurate, explainable results.
(Source: Neo4j, Press Release, 2024)
- In June 2023, Aerospike, Inc. unveiled a new graph database with native support for the Gremlin query language at Aerospike Summit 2023. More and more organizations need to integrate and support large graph data sets for better decisions in heavy transactional (OLTP) operations.
(Source: Aerospike, Inc, Press Release, 2023)
Graph Database Market Report Coverage and Deliverables
The “Graph Database Market Size and Forecast (2021–2031)” report provides a detailed analysis of the market covering the following areas:
- Graph database market size and forecast at global, regional, and country levels for all the key market segments covered under the scope.
- Market dynamics such as drivers, restraints, and key opportunities
Graph database market trends.
- Detailed PEST/Porter’s Five Forces and SWOT analysis
- Graph database covering key market trends, Global and regional framework, major players, regulations, and recent market developments.
- Graph database industry landscape and competition analysis covering market concentration, heat map analysis, prominent players, and recent developments.
- Detailed company profiles
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Component, Deployment Type, Application, Type, Industry Vertical, and Geography
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
US, UK, Canada, Germany, France, Italy, Australia, Russia, China, Japan, South Korea, Saudi Arabia, Brazil, Argentina
TABLE OF CONTENTS
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Graph Database Market - By Component
1.3.2 Graph Database Market - By Deployment Type
1.3.3 Graph Database Market - By Application
1.3.4 Graph Database Market - By Type
1.3.5 Graph Database Market - By Industry Vertical
1.3.6 Graph Database Market - By Region
1.3.6.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. GRAPH DATABASE MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. GRAPH DATABASE MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. GRAPH DATABASE MARKET - GLOBAL MARKET ANALYSIS
6.1. GRAPH DATABASE - GLOBAL MARKET OVERVIEW
6.2. GRAPH DATABASE - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. GRAPH DATABASE MARKET - REVENUE AND FORECASTS TO 2028 - COMPONENT
7.1. OVERVIEW
7.2. COMPONENT MARKET FORECASTS AND ANALYSIS
7.3. SOFTWARE
7.3.1. Overview
7.3.2. Software Market Forecast and Analysis
7.4. SERVICES
7.4.1. Overview
7.4.2. Services Market Forecast and Analysis
8. GRAPH DATABASE MARKET - REVENUE AND FORECASTS TO 2028 - DEPLOYMENT TYPE
8.1. OVERVIEW
8.2. DEPLOYMENT TYPE MARKET FORECASTS AND ANALYSIS
8.3. ON-PREMISE
8.3.1. Overview
8.3.2. On-Premise Market Forecast and Analysis
8.4. CLOUD
8.4.1. Overview
8.4.2. Cloud Market Forecast and Analysis
9. GRAPH DATABASE MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1. OVERVIEW
9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
9.3. RISK MANAGEMENT AND FRAUD DETECTION
9.3.1. Overview
9.3.2. Risk Management and Fraud Detection Market Forecast and Analysis
9.4. CUSTOMER ANALYTICS
9.4.1. Overview
9.4.2. Customer Analytics Market Forecast and Analysis
9.5. RECOMMENDATION ENGINES
9.5.1. Overview
9.5.2. Recommendation Engines Market Forecast and Analysis
9.6. SUPPLY CHAIN MANAGEMENT
9.6.1. Overview
9.6.2. Supply Chain Management Market Forecast and Analysis
9.7. OPERATIONS MANAGEMENT AND ASSET MANAGEMENT
9.7.1. Overview
9.7.2. Operations Management and Asset Management Market Forecast and Analysis
9.8. KNOWLEDGE MANAGEMENT
9.8.1. Overview
9.8.2. Knowledge Management Market Forecast and Analysis
9.9. SCIENTIFIC DATA MANAGEMENT
9.9.1. Overview
9.9.2. Scientific Data Management Market Forecast and Analysis
9.10. OTHERS
9.10.1. Overview
9.10.2. Others Market Forecast and Analysis
10. GRAPH DATABASE MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
10.1. OVERVIEW
10.2. TYPE MARKET FORECASTS AND ANALYSIS
10.3. PROPERTY GRAPH
10.3.1. Overview
10.3.2. Property Graph Market Forecast and Analysis
10.4. RESOURCE DESCRIPTION FRAMEWORK
10.4.1. Overview
10.4.2. Resource Description Framework Market Forecast and Analysis
11. GRAPH DATABASE MARKET - REVENUE AND FORECASTS TO 2028 - INDUSTRY VERTICAL
11.1. OVERVIEW
11.2. INDUSTRY VERTICAL MARKET FORECASTS AND ANALYSIS
11.3. BFSI
11.3.1. Overview
11.3.2. BFSI Market Forecast and Analysis
11.4. HEALTHCARE
11.4.1. Overview
11.4.2. Healthcare Market Forecast and Analysis
11.5. TELECOM AND IT
11.5.1. Overview
11.5.2. Telecom and IT Market Forecast and Analysis
11.6. RETAIL AND ECOMMERCE
11.6.1. Overview
11.6.2. Retail and Ecommerce Market Forecast and Analysis
11.7. TRANSPORTATION AND LOGISTICS
11.7.1. Overview
11.7.2. Transportation and Logistics Market Forecast and Analysis
11.8. GOVERNMENT AND PUBLIC SECTOR
11.8.1. Overview
11.8.2. Government and Public Sector Market Forecast and Analysis
11.9. MEDIA AND ENTERTAINMENT
11.9.1. Overview
11.9.2. Media and Entertainment Market Forecast and Analysis
11.10. TRAVEL AND HOSPITALITY
11.10.1. Overview
11.10.2. Travel and Hospitality Market Forecast and Analysis
11.11. MANUFCATURING
11.11.1. Overview
11.11.2. Manufcaturing Market Forecast and Analysis
11.12. OTHERS
11.12.1. Overview
11.12.2. Others Market Forecast and Analysis
12. GRAPH DATABASE MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
12.1. NORTH AMERICA
12.1.1 North America Graph Database Market Overview
12.1.2 North America Graph Database Market Forecasts and Analysis
12.1.3 North America Graph Database Market Forecasts and Analysis - By Component
12.1.4 North America Graph Database Market Forecasts and Analysis - By Deployment Type
12.1.5 North America Graph Database Market Forecasts and Analysis - By Application
12.1.6 North America Graph Database Market Forecasts and Analysis - By Type
12.1.7 North America Graph Database Market Forecasts and Analysis - By Industry Vertical
12.1.8 North America Graph Database Market Forecasts and Analysis - By Countries
12.1.8.1 United States Graph Database Market
12.1.8.1.1 United States Graph Database Market by Component
12.1.8.1.2 United States Graph Database Market by Deployment Type
12.1.8.1.3 United States Graph Database Market by Application
12.1.8.1.4 United States Graph Database Market by Type
12.1.8.1.5 United States Graph Database Market by Industry Vertical
12.1.8.2 Canada Graph Database Market
12.1.8.2.1 Canada Graph Database Market by Component
12.1.8.2.2 Canada Graph Database Market by Deployment Type
12.1.8.2.3 Canada Graph Database Market by Application
12.1.8.2.4 Canada Graph Database Market by Type
12.1.8.2.5 Canada Graph Database Market by Industry Vertical
12.1.8.3 Mexico Graph Database Market
12.1.8.3.1 Mexico Graph Database Market by Component
12.1.8.3.2 Mexico Graph Database Market by Deployment Type
12.1.8.3.3 Mexico Graph Database Market by Application
12.1.8.3.4 Mexico Graph Database Market by Type
12.1.8.3.5 Mexico Graph Database Market by Industry Vertical
12.2. EUROPE
12.2.1 Europe Graph Database Market Overview
12.2.2 Europe Graph Database Market Forecasts and Analysis
12.2.3 Europe Graph Database Market Forecasts and Analysis - By Component
12.2.4 Europe Graph Database Market Forecasts and Analysis - By Deployment Type
12.2.5 Europe Graph Database Market Forecasts and Analysis - By Application
12.2.6 Europe Graph Database Market Forecasts and Analysis - By Type
12.2.7 Europe Graph Database Market Forecasts and Analysis - By Industry Vertical
12.2.8 Europe Graph Database Market Forecasts and Analysis - By Countries
12.2.8.1 Germany Graph Database Market
12.2.8.1.1 Germany Graph Database Market by Component
12.2.8.1.2 Germany Graph Database Market by Deployment Type
12.2.8.1.3 Germany Graph Database Market by Application
12.2.8.1.4 Germany Graph Database Market by Type
12.2.8.1.5 Germany Graph Database Market by Industry Vertical
12.2.8.2 France Graph Database Market
12.2.8.2.1 France Graph Database Market by Component
12.2.8.2.2 France Graph Database Market by Deployment Type
12.2.8.2.3 France Graph Database Market by Application
12.2.8.2.4 France Graph Database Market by Type
12.2.8.2.5 France Graph Database Market by Industry Vertical
12.2.8.3 Italy Graph Database Market
12.2.8.3.1 Italy Graph Database Market by Component
12.2.8.3.2 Italy Graph Database Market by Deployment Type
12.2.8.3.3 Italy Graph Database Market by Application
12.2.8.3.4 Italy Graph Database Market by Type
12.2.8.3.5 Italy Graph Database Market by Industry Vertical
12.2.8.4 United Kingdom Graph Database Market
12.2.8.4.1 United Kingdom Graph Database Market by Component
12.2.8.4.2 United Kingdom Graph Database Market by Deployment Type
12.2.8.4.3 United Kingdom Graph Database Market by Application
12.2.8.4.4 United Kingdom Graph Database Market by Type
12.2.8.4.5 United Kingdom Graph Database Market by Industry Vertical
12.2.8.5 Russia Graph Database Market
12.2.8.5.1 Russia Graph Database Market by Component
12.2.8.5.2 Russia Graph Database Market by Deployment Type
12.2.8.5.3 Russia Graph Database Market by Application
12.2.8.5.4 Russia Graph Database Market by Type
12.2.8.5.5 Russia Graph Database Market by Industry Vertical
12.2.8.6 Rest of Europe Graph Database Market
12.2.8.6.1 Rest of Europe Graph Database Market by Component
12.2.8.6.2 Rest of Europe Graph Database Market by Deployment Type
12.2.8.6.3 Rest of Europe Graph Database Market by Application
12.2.8.6.4 Rest of Europe Graph Database Market by Type
12.2.8.6.5 Rest of Europe Graph Database Market by Industry Vertical
12.3. ASIA-PACIFIC
12.3.1 Asia-Pacific Graph Database Market Overview
12.3.2 Asia-Pacific Graph Database Market Forecasts and Analysis
12.3.3 Asia-Pacific Graph Database Market Forecasts and Analysis - By Component
12.3.4 Asia-Pacific Graph Database Market Forecasts and Analysis - By Deployment Type
12.3.5 Asia-Pacific Graph Database Market Forecasts and Analysis - By Application
12.3.6 Asia-Pacific Graph Database Market Forecasts and Analysis - By Type
12.3.7 Asia-Pacific Graph Database Market Forecasts and Analysis - By Industry Vertical
12.3.8 Asia-Pacific Graph Database Market Forecasts and Analysis - By Countries
12.3.8.1 Australia Graph Database Market
12.3.8.1.1 Australia Graph Database Market by Component
12.3.8.1.2 Australia Graph Database Market by Deployment Type
12.3.8.1.3 Australia Graph Database Market by Application
12.3.8.1.4 Australia Graph Database Market by Type
12.3.8.1.5 Australia Graph Database Market by Industry Vertical
12.3.8.2 China Graph Database Market
12.3.8.2.1 China Graph Database Market by Component
12.3.8.2.2 China Graph Database Market by Deployment Type
12.3.8.2.3 China Graph Database Market by Application
12.3.8.2.4 China Graph Database Market by Type
12.3.8.2.5 China Graph Database Market by Industry Vertical
12.3.8.3 India Graph Database Market
12.3.8.3.1 India Graph Database Market by Component
12.3.8.3.2 India Graph Database Market by Deployment Type
12.3.8.3.3 India Graph Database Market by Application
12.3.8.3.4 India Graph Database Market by Type
12.3.8.3.5 India Graph Database Market by Industry Vertical
12.3.8.4 Japan Graph Database Market
12.3.8.4.1 Japan Graph Database Market by Component
12.3.8.4.2 Japan Graph Database Market by Deployment Type
12.3.8.4.3 Japan Graph Database Market by Application
12.3.8.4.4 Japan Graph Database Market by Type
12.3.8.4.5 Japan Graph Database Market by Industry Vertical
12.3.8.5 South Korea Graph Database Market
12.3.8.5.1 South Korea Graph Database Market by Component
12.3.8.5.2 South Korea Graph Database Market by Deployment Type
12.3.8.5.3 South Korea Graph Database Market by Application
12.3.8.5.4 South Korea Graph Database Market by Type
12.3.8.5.5 South Korea Graph Database Market by Industry Vertical
12.3.8.6 Rest of Asia-Pacific Graph Database Market
12.3.8.6.1 Rest of Asia-Pacific Graph Database Market by Component
12.3.8.6.2 Rest of Asia-Pacific Graph Database Market by Deployment Type
12.3.8.6.3 Rest of Asia-Pacific Graph Database Market by Application
12.3.8.6.4 Rest of Asia-Pacific Graph Database Market by Type
12.3.8.6.5 Rest of Asia-Pacific Graph Database Market by Industry Vertical
12.4. MIDDLE EAST AND AFRICA
12.4.1 Middle East and Africa Graph Database Market Overview
12.4.2 Middle East and Africa Graph Database Market Forecasts and Analysis
12.4.3 Middle East and Africa Graph Database Market Forecasts and Analysis - By Component
12.4.4 Middle East and Africa Graph Database Market Forecasts and Analysis - By Deployment Type
12.4.5 Middle East and Africa Graph Database Market Forecasts and Analysis - By Application
12.4.6 Middle East and Africa Graph Database Market Forecasts and Analysis - By Type
12.4.7 Middle East and Africa Graph Database Market Forecasts and Analysis - By Industry Vertical
12.4.8 Middle East and Africa Graph Database Market Forecasts and Analysis - By Countries
12.4.8.1 South Africa Graph Database Market
12.4.8.1.1 South Africa Graph Database Market by Component
12.4.8.1.2 South Africa Graph Database Market by Deployment Type
12.4.8.1.3 South Africa Graph Database Market by Application
12.4.8.1.4 South Africa Graph Database Market by Type
12.4.8.1.5 South Africa Graph Database Market by Industry Vertical
12.4.8.2 Saudi Arabia Graph Database Market
12.4.8.2.1 Saudi Arabia Graph Database Market by Component
12.4.8.2.2 Saudi Arabia Graph Database Market by Deployment Type
12.4.8.2.3 Saudi Arabia Graph Database Market by Application
12.4.8.2.4 Saudi Arabia Graph Database Market by Type
12.4.8.2.5 Saudi Arabia Graph Database Market by Industry Vertical
12.4.8.3 U.A.E Graph Database Market
12.4.8.3.1 U.A.E Graph Database Market by Component
12.4.8.3.2 U.A.E Graph Database Market by Deployment Type
12.4.8.3.3 U.A.E Graph Database Market by Application
12.4.8.3.4 U.A.E Graph Database Market by Type
12.4.8.3.5 U.A.E Graph Database Market by Industry Vertical
12.4.8.4 Rest of Middle East and Africa Graph Database Market
12.4.8.4.1 Rest of Middle East and Africa Graph Database Market by Component
12.4.8.4.2 Rest of Middle East and Africa Graph Database Market by Deployment Type
12.4.8.4.3 Rest of Middle East and Africa Graph Database Market by Application
12.4.8.4.4 Rest of Middle East and Africa Graph Database Market by Type
12.4.8.4.5 Rest of Middle East and Africa Graph Database Market by Industry Vertical
12.5. SOUTH AND CENTRAL AMERICA
12.5.1 South and Central America Graph Database Market Overview
12.5.2 South and Central America Graph Database Market Forecasts and Analysis
12.5.3 South and Central America Graph Database Market Forecasts and Analysis - By Component
12.5.4 South and Central America Graph Database Market Forecasts and Analysis - By Deployment Type
12.5.5 South and Central America Graph Database Market Forecasts and Analysis - By Application
12.5.6 South and Central America Graph Database Market Forecasts and Analysis - By Type
12.5.7 South and Central America Graph Database Market Forecasts and Analysis - By Industry Vertical
12.5.8 South and Central America Graph Database Market Forecasts and Analysis - By Countries
12.5.8.1 Brazil Graph Database Market
12.5.8.1.1 Brazil Graph Database Market by Component
12.5.8.1.2 Brazil Graph Database Market by Deployment Type
12.5.8.1.3 Brazil Graph Database Market by Application
12.5.8.1.4 Brazil Graph Database Market by Type
12.5.8.1.5 Brazil Graph Database Market by Industry Vertical
12.5.8.2 Argentina Graph Database Market
12.5.8.2.1 Argentina Graph Database Market by Component
12.5.8.2.2 Argentina Graph Database Market by Deployment Type
12.5.8.2.3 Argentina Graph Database Market by Application
12.5.8.2.4 Argentina Graph Database Market by Type
12.5.8.2.5 Argentina Graph Database Market by Industry Vertical
12.5.8.3 Rest of South and Central America Graph Database Market
12.5.8.3.1 Rest of South and Central America Graph Database Market by Component
12.5.8.3.2 Rest of South and Central America Graph Database Market by Deployment Type
12.5.8.3.3 Rest of South and Central America Graph Database Market by Application
12.5.8.3.4 Rest of South and Central America Graph Database Market by Type
12.5.8.3.5 Rest of South and Central America Graph Database Market by Industry Vertical
13. INDUSTRY LANDSCAPE
13.1. MERGERS AND ACQUISITIONS
13.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
13.3. NEW PRODUCT LAUNCHES
13.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
14. GRAPH DATABASE MARKET, KEY COMPANY PROFILES
14.1. AMAZON WEB SERVICES, INC.
14.1.1. Key Facts
14.1.2. Business Description
14.1.3. Products and Services
14.1.4. Financial Overview
14.1.5. SWOT Analysis
14.1.6. Key Developments
14.2. CALLIDUS SOFTWARE INC.
14.2.1. Key Facts
14.2.2. Business Description
14.2.3. Products and Services
14.2.4. Financial Overview
14.2.5. SWOT Analysis
14.2.6. Key Developments
14.3. IBM CORPORATION
14.3.1. Key Facts
14.3.2. Business Description
14.3.3. Products and Services
14.3.4. Financial Overview
14.3.5. SWOT Analysis
14.3.6. Key Developments
14.4. MICROSOFT CORPORATION
14.4.1. Key Facts
14.4.2. Business Description
14.4.3. Products and Services
14.4.4. Financial Overview
14.4.5. SWOT Analysis
14.4.6. Key Developments
14.5. MARKLOGIC CORPORATION
14.5.1. Key Facts
14.5.2. Business Description
14.5.3. Products and Services
14.5.4. Financial Overview
14.5.5. SWOT Analysis
14.5.6. Key Developments
14.6. NEO4J, INC.
14.6.1. Key Facts
14.6.2. Business Description
14.6.3. Products and Services
14.6.4. Financial Overview
14.6.5. SWOT Analysis
14.6.6. Key Developments
14.7. ORACLE CORPORATION
14.7.1. Key Facts
14.7.2. Business Description
14.7.3. Products and Services
14.7.4. Financial Overview
14.7.5. SWOT Analysis
14.7.6. Key Developments
14.8. OPENLINK SOFTWARE
14.8.1. Key Facts
14.8.2. Business Description
14.8.3. Products and Services
14.8.4. Financial Overview
14.8.5. SWOT Analysis
14.8.6. Key Developments
14.9. TERADATA CORPORATION
14.9.1. Key Facts
14.9.2. Business Description
14.9.3. Products and Services
14.9.4. Financial Overview
14.9.5. SWOT Analysis
14.9.6. Key Developments
14.10. TIBCO SOFTWARE INC.
14.10.1. Key Facts
14.10.2. Business Description
14.10.3. Products and Services
14.10.4. Financial Overview
14.10.5. SWOT Analysis
14.10.6. Key Developments
15. APPENDIX
15.1. ABOUT THE INSIGHT PARTNERS
15.2. GLOSSARY OF TERMS
The List of Companies
1.Amazon Web Services, Inc.
2.Callidus Software Inc.
3.IBM Corporation
4.Microsoft Corporation
5.MarkLogic Corporation
6.Neo4j, Inc.
7.Oracle Corporation
8.OpenLink Software
9.Teradata Corporation
10.TIBCO Software Inc.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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