그래프 분석 시장 규모 조사 및 예측 : 구성요소별, 용도별, 조직 규모별, 최종사용자별, 지역별 예측(2025-2035년)

The Global Graph Analytics Market is valued approximately at USD 1.93 billion in 2024 and is anticipated to expand with a remarkable CAGR of more than 33.90% over the forecast period 2025-2035. Graph Analytics refers to a sophisticated method of analyzing relationships between interconnected data points, enabling organizations to unravel complex linkages, hidden patterns, and multi-layered connections that traditional analytics often miss. By leveraging nodes, edges, and properties, graph technology helps decode networks across industries-from fraud detection in banking to recommendation systems in e-commerce. The growth of the market is significantly driven by rising digital transformation initiatives, the explosion of connected data sources, and the escalating demand for advanced tools to combat fraud and enhance decision-making. Increasing reliance on real-time data insights, coupled with the rising complexity of enterprise data environments, is compelling industries to adopt graph analytics solutions to gain a competitive edge.

The unprecedented surge in fraud and cybercrime across industries has compelled enterprises to reimagine their data security architecture and embrace graph-based solutions. Graph analytics empowers businesses to trace anomalies, uncover fraudulent networks, and detect hidden risks that conventional databases cannot capture efficiently. For instance, the surge in global digital transactions has heightened concerns around identity theft and fraud. In parallel, recommendation engines powered by graph models are redefining customer experiences by offering highly personalized interactions. The BFSI and e-commerce sectors, in particular, are actively investing in graph technologies to streamline compliance, strengthen customer loyalty, and minimize revenue leakage. However, challenges such as data integration complexities and the high cost of implementation may pose temporary hurdles, even as continuous technological innovation and increasing open-source adoption expand the market potential.

The detailed segments and sub-segments included in the report are:

By Component:

• Services
• Solutions

By Application:

• Fraud Detection
• Recommendation Engines
• Customer Analytics
• Route Optimization
• Risk & Compliance Management
• Others

By Organization Size:

• Small & Medium-sized Enterprises
• Large Enterprises

By End-user:

• Transportation & Logistics
• Government & Public Sector
• Telecom
• BFSI
• Manufacturing
• Healthcare & Life Science
• Retail & E-commerce
• Others

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• UAE
• Saudi Arabia
• South Africa
• Rest of Middle East & Africa
• Among the application segments, fraud detection is expected to dominate the global graph analytics market throughout the forecast period. With financial fraud schemes becoming more sophisticated, organizations are increasingly leaning on graph-powered tools to expose intricate webs of deceit and illicit transactions. Fraud detection is forecasted to capture the lion's share as enterprises across BFSI, telecom, and government intensify efforts to safeguard sensitive financial and personal data. The growing adoption of real-time analytics in payment systems and credit monitoring underscores the pivotal role of graph analytics in securing trust and regulatory compliance.
• When analyzing the market by components, solutions currently account for the largest revenue share. Enterprises are investing heavily in graph databases and analytics platforms to operationalize advanced decision-making and improve data visualization. While services play a critical role in implementation and support, the revenue generated from solutions dominates, owing to the growing integration of graph platforms into core business functions. The continuous advancement of AI-driven graph solutions, cloud-based deployment models, and vendor partnerships is further accelerating solution adoption, reinforcing their dominant revenue contribution.
• The key regions considered for the Global Graph Analytics Market study include Asia Pacific, North America, Europe, Latin America, and the Middle East & Africa. North America held the largest share in 2025, driven by the widespread adoption of analytics in industries such as BFSI, telecom, and healthcare. The region benefits from mature IT infrastructure, strong presence of leading graph analytics vendors, and a robust ecosystem of data-driven enterprises. Meanwhile, Asia Pacific is emerging as the fastest-growing region, fueled by rapid digitalization, booming e-commerce, and increasing investments in AI and advanced analytics across China, India, and Southeast Asia. Europe is also witnessing strong growth, supported by regulatory compliance demands and accelerated cloud adoption across industries.

Major market players included in this report are:

• IBM Corporation
• Oracle Corporation
• Microsoft Corporation
• Amazon Web Services, Inc.
• Neo4j, Inc.
• TigerGraph, Inc.
• DataStax, Inc.
• Teradata Corporation
• SAP SE
• TIBCO Software Inc.
• Cloudera, Inc.
• Cambridge Intelligence Ltd.
• LynxKite
• Expero, Inc.
• Kineviz, Inc.

Global Graph Analytics Market Report Scope:

• Historical Data - 2023, 2024
• Base Year for Estimation - 2024
• Forecast period - 2025-2035
• Report Coverage - Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
• Regional Scope - North America; Europe; Asia Pacific; Latin America; Middle East & Africa
• Customization Scope - Free report customization (equivalent to up to 8 analysts' working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values for the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within the countries involved in the study. The report also provides detailed information about crucial aspects, such as driving factors and challenges, which will define the future growth of the market. Additionally, it incorporates potential opportunities in micro-markets for stakeholders to invest, along with a detailed analysis of the competitive landscape and product offerings of key players. The detailed segments and sub-segments of the market are explained below:

Key Takeaways:

• Market Estimates & Forecast for 10 years from 2025 to 2035.
• Annualized revenues and regional-level analysis for each market segment.
• Detailed analysis of the geographical landscape with country-level analysis of major regions.
• Competitive landscape with information on major players in the market.
• Analysis of key business strategies and recommendations on future market approach.
• Analysis of the competitive structure of the market.
• Demand side and supply side analysis of the market.

Table of Contents

Chapter 1. Global Graph analytics Market Report Scope & Methodology

• 1.1. Research Objective
• 1.2. Research Methodology
  • 1.2.1. Forecast Model
  • 1.2.2. Desk Research
  • 1.2.3. Top Down and Bottom-Up Approach
• 1.3. Research Attributes
• 1.4. Scope of the Study
  • 1.4.1. Market Definition
  • 1.4.2. Market Segmentation
• 1.5. Research Assumption
  • 1.5.1. Inclusion & Exclusion
  • 1.5.2. Limitations
  • 1.5.3. Years Considered for the Study

Chapter 2. Executive Summary

• 2.1. CEO/CXO Standpoint
• 2.2. Strategic Insights
• 2.3. ESG Analysis
• 2.4. key Findings

Chapter 3. Global Graph analytics Market Forces Analysis

• 3.1. Market Forces Shaping The Global Graph analytics Market (2024-2035)
• 3.2. Drivers
  • 3.2.1. Rising digital transformation initiatives
  • 3.2.2. Explosion of connected data sources
• 3.3. Restraints
  • 3.3.1. High cost of implementation
• 3.4. Opportunities
  • 3.4.1. Escalating demand for advanced tools to combat fraud and enhance decision-making

Chapter 4. Global Graph analytics Industry Analysis

• 4.1. Porter's 5 Forces Model
  • 4.1.1. Bargaining Power of Buyer
  • 4.1.2. Bargaining Power of Supplier
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
• 4.2. Porter's 5 Force Forecast Model (2024-2035)
• 4.3. PESTEL Analysis
  • 4.3.1. Political
  • 4.3.2. Economical
  • 4.3.3. Social
  • 4.3.4. Technological
  • 4.3.5. Environmental
  • 4.3.6. Legal
• 4.4. Top Investment Opportunities
• 4.5. Top Winning Strategies (2025)
• 4.6. Market Share Analysis (2024-2025)
• 4.7. Global Pricing Analysis And Trends 2025
• 4.8. Analyst Recommendation & Conclusion

Chapter 5. Global Graph analytics Market Size & Forecasts by Component 2025-2035

• 5.1. Market Overview
• 5.2. Global Graph Analytics Market Performance - Potential Analysis (2025)
• 5.3. Services
  • 5.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 5.3.2. Market size analysis, by region, 2025-2035
• 5.4. Solutions
  • 5.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 5.4.2. Market size analysis, by region, 2025-2035

Chapter 6. Global Graph analytics Market Size & Forecasts by Applications 2025-2035

• 6.1. Market Overview
• 6.2. Global Graph Analytics Market Performance - Potential Analysis (2025)
• 6.3. Fraud Detection
  • 6.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.3.2. Market size analysis, by region, 2025-2035
• 6.4. Recommendation Engines
  • 6.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.4.2. Market size analysis, by region, 2025-2035
• 6.5. Customer Analytics
  • 6.5.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.5.2. Market size analysis, by region, 2025-2035
• 6.6. Route Optimization
  • 6.6.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.6.2. Market size analysis, by region, 2025-2035
• 6.7. Risk & Compliance Management
  • 6.7.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.7.2. Market size analysis, by region, 2025-2035
• 6.8. Others
  • 6.8.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 6.8.2. Market size analysis, by region, 2025-2035

Chapter 7. Global Graph analytics Market Size & Forecasts by Organization Size 2025-2035

• 7.1. Market Overview
• 7.2. Global Graph Analytics Market Performance - Potential Analysis (2025)
• 7.3. Small & Medium-sized Enterprises
  • 7.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 7.3.2. Market size analysis, by region, 2025-2035
• 7.4. Large Enterprises
  • 7.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 7.4.2. Market size analysis, by region, 2025-2035

Chapter 8. Global Graph analytics Market Size & Forecasts by Applications 2025-2035

• 8.1. Market Overview
• 8.2. Global Graph Analytics Market Performance - Potential Analysis (2025)
• 8.3. Transportation & Logistics
  • 8.3.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.3.2. Market size analysis, by region, 2025-2035
• 8.4. Government & Public Sector
  • 8.4.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.4.2. Market size analysis, by region, 2025-2035
• 8.5. Telecom
  • 8.5.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.5.2. Market size analysis, by region, 2025-2035
• 8.6. BFSI
  • 8.6.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.6.2. Market size analysis, by region, 2025-2035
• 8.7. Manufacturing
  • 8.7.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.7.2. Market size analysis, by region, 2025-2035
• 8.8. Healthcare & Life Science
  • 8.8.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.8.2. Market size analysis, by region, 2025-2035
• 8.9. Retail & E-commerce
  • 8.9.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.9.2. Market size analysis, by region, 2025-2035
• 8.10. Others
  • 8.10.1. Top Countries Breakdown Estimates & Forecasts, 2024-2035
  • 8.10.2. Market size analysis, by region, 2025-2035

Chapter 9. Global Graph analytics Market Size & Forecasts by Region 2025-2035

• 9.1. Growth Graph analytics Market, Regional Market Snapshot
• 9.2. Top Leading & Emerging Countries
• 9.3. North America Graph analytics Market
  • 9.3.1. U.S. Graph analytics Market
    • 9.3.1.1. Component breakdown size & forecasts, 2025-2035
    • 9.3.1.2. Application breakdown size & forecasts, 2025-2035
    • 9.3.1.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.3.1.4. End User breakdown size & forecasts, 2025-2035
  • 9.3.2. Canada Graph analytics Market
    • 9.3.2.1. Component breakdown size & forecasts, 2025-2035
    • 9.3.2.2. Application breakdown size & forecasts, 2025-2035
    • 9.3.2.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.3.2.4. End User breakdown size & forecasts, 2025-2035
• 9.4. Europe Graph analytics Market
  • 9.4.1. UK Graph analytics Market
    • 9.4.1.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.1.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.1.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.1.4. End User breakdown size & forecasts, 2025-2035
  • 9.4.2. Germany Graph analytics Market
    • 9.4.2.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.2.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.2.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.2.4. End User breakdown size & forecasts, 2025-2035
  • 9.4.3. France Graph analytics Market
    • 9.4.3.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.3.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.3.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.3.4. End User breakdown size & forecasts, 2025-2035
  • 9.4.4. Spain Graph analytics Market
    • 9.4.4.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.4.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.4.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.4.4. End User breakdown size & forecasts, 2025-2035
  • 9.4.5. Italy Graph analytics Market
    • 9.4.5.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.5.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.5.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.5.4. End User breakdown size & forecasts, 2025-2035
  • 9.4.6. Rest of Europe Graph analytics Market
    • 9.4.6.1. Component breakdown size & forecasts, 2025-2035
    • 9.4.6.2. Application breakdown size & forecasts, 2025-2035
    • 9.4.6.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.4.6.4. End User breakdown size & forecasts, 2025-2035
• 9.5. Asia Pacific Graph analytics Market
  • 9.5.1. China Graph analytics Market
    • 9.5.1.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.1.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.1.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.1.4. End User breakdown size & forecasts, 2025-2035
  • 9.5.2. India Graph analytics Market
    • 9.5.2.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.2.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.2.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.2.4. End User breakdown size & forecasts, 2025-2035
  • 9.5.3. Japan Graph analytics Market
    • 9.5.3.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.3.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.3.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.3.4. End User breakdown size & forecasts, 2025-2035
  • 9.5.4. Australia Graph analytics Market
    • 9.5.4.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.4.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.4.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.4.4. End User breakdown size & forecasts, 2025-2035
  • 9.5.5. South Korea Graph analytics Market
    • 9.5.5.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.5.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.5.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.5.4. End User breakdown size & forecasts, 2025-2035
  • 9.5.6. Rest of APAC Graph analytics Market
    • 9.5.6.1. Component breakdown size & forecasts, 2025-2035
    • 9.5.6.2. Application breakdown size & forecasts, 2025-2035
    • 9.5.6.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.5.6.4. End User breakdown size & forecasts, 2025-2035
• 9.6. Latin America Graph analytics Market
  • 9.6.1. Brazil Graph analytics Market
    • 9.6.1.1. Component breakdown size & forecasts, 2025-2035
    • 9.6.1.2. Application breakdown size & forecasts, 2025-2035
    • 9.6.1.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.6.1.4. End User breakdown size & forecasts, 2025-2035
  • 9.6.2. Mexico Graph analytics Market
    • 9.6.2.1. Component breakdown size & forecasts, 2025-2035
    • 9.6.2.2. Application breakdown size & forecasts, 2025-2035
    • 9.6.2.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.6.2.4. End User breakdown size & forecasts, 2025-2035
• 9.7. Middle East and Africa Graph analytics Market
  • 9.7.1. UAE Graph analytics Market
    • 9.7.1.1. Component breakdown size & forecasts, 2025-2035
    • 9.7.1.2. Application breakdown size & forecasts, 2025-2035
    • 9.7.1.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.7.1.4. End User breakdown size & forecasts, 2025-2035
  • 9.7.2. Saudi Arabia (KSA) Graph analytics Market
    • 9.7.2.1. Component breakdown size & forecasts, 2025-2035
    • 9.7.2.2. Application breakdown size & forecasts, 2025-2035
    • 9.7.2.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.7.2.4. End User breakdown size & forecasts, 2025-2035
  • 9.7.3. South Africa Graph analytics Market
    • 9.7.3.1. Component breakdown size & forecasts, 2025-2035
    • 9.7.3.2. Application breakdown size & forecasts, 2025-2035
    • 9.7.3.3. Organization Size breakdown size & forecasts, 2025-2035
    • 9.7.3.4. End User breakdown size & forecasts, 2025-2035

Chapter 10. Competitive Intelligence

• 10.1. Top Market Strategies
• 10.2. IBM Corporation
  • 10.2.1. Company Overview
  • 10.2.2. Key Executives
  • 10.2.3. Company Snapshot
  • 10.2.4. Financial Performance (Subject to Data Availability)
  • 10.2.5. Product/Services Port
  • 10.2.6. Recent Development
  • 10.2.7. Market Strategies
  • 10.2.8. SWOT Analysis
• 10.3. Oracle Corporation
• 10.4. Microsoft Corporation
• 10.5. Amazon Web Services, Inc.
• 10.6. Neo4j, Inc.
• 10.7. TigerGraph, Inc.
• 10.8. DataStax, Inc.
• 10.9. Teradata Corporation
• 10.10. SAP SE
• 10.11. TIBCO Software Inc.
• 10.12. Cloudera, Inc.
• 10.13. Cambridge Intelligence Ltd.
• 10.14. LynxKite
• 10.15. Expero, Inc.
• 10.16. Kineviz, Inc.