세계의 엣지 애널리틱스 시장 : 컴포넌트, 유형, 비즈니스 용도, 전개 모델, 업종별 예측(2025-2030년)

The Edge Analytics Market was valued at USD 11.99 billion in 2023, expected to reach USD 15.50 billion in 2024, and is projected to grow at a CAGR of 29.81%, to USD 74.48 billion by 2030.

Edge analytics refers to the process of collecting, processing, and analyzing data at the location where it is generated, typically at the edge of a network, such as near sensors or IoT devices. The necessity for edge analytics arises from the exponential growth of data generated by devices, which makes it impractical to send all raw data to centralized data centers due to latency, bandwidth, and cost constraints. Its applications span various industries, including manufacturing for predictive maintenance, healthcare for real-time patient monitoring, and smart cities for traffic management. End-use scope includes industrial automation, energy sector, telecommunications, and consumer electronics, among others. Key growth factors in the market include the increasing adoption of IoT devices, demand for low-latency processing, and advancements in machine learning that enable on-device analytics. However, challenges include data privacy concerns, integration complexities with existing systems, and the high initial setup costs that may deter small businesses. Opportunities abound in developing more efficient edge hardware, improving data privacy through federated learning techniques, and expanding service offerings for automated edge computing. Companies are recommended to form strategic partnerships to leverage complementary technologies and to focus on innovation in decentralized data processing. The edge analytics market is inherently dynamic, shaped by rapid technological advancements and shifts towards more distributed IT environments. Areas ripe for innovation include energy-efficient edge devices, enhanced security frameworks to protect data at the edge, and AI models optimized for edge deployments. Despite its challenges, the market's trajectory indicates significant growth potential, driven by the ongoing digital transformation across industries. To navigate the competitive landscape effectively, businesses should invest in research to enhance interoperability and scalability of edge solutions, ensuring they are well-positioned to capitalize on emerging trends and consumer demands.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Edge Analytics Market

The Edge Analytics Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Growing proliferation of large amounts of data
  • Rising adoption of IoT across industries
  • Increasing adoption of edge analytics to increase scalability and cost optimization
• Market Restraints
  • Issues pertaining to safety and security
• Market Opportunities
  • Growing adoption of edge analytics across healthcare and education sector
  • Rising development of advanced edge analytics solutions
• Market Challenges
  • Lack of universally accepted standards

Porter's Five Forces: A Strategic Tool for Navigating the Edge Analytics Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Edge Analytics Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Edge Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Edge Analytics Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Edge Analytics Market

A detailed market share analysis in the Edge Analytics Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Edge Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Edge Analytics Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Edge Analytics Market

A strategic analysis of the Edge Analytics Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Edge Analytics Market, highlighting leading vendors and their innovative profiles. These include ANALYTIC EDGE, Cisco Systems, Inc., Crosser Technologies, Dell Technologies, Inc., Equinix, Inc., Flatworld Solutions, Folio3 Software Inc., Hewlett Packard Enterprise Development LP, IBM Corporation, IGUAZIO LTD., Intel Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, and SAS Institute Inc..

Market Segmentation & Coverage

This research report categorizes the Edge Analytics Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Solution.
• Based on Type, market is studied across Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, and Prescriptive Analytics.
• Based on Business Application, market is studied across Finance, Human Resources, Marketing, Operations, and Sales.
• Based on Deployment Model, market is studied across On-Cloud and On-Premises.
• Based on Vertical, market is studied across Banking, Financial Services & Insurance, Energy & Utility, Government & Defense, Healthcare & Life Sciences, IT & Telecommunication, Manufacturing, Media & Entertainment, Retail & Consumer Goods, Transportation & Logistics, and Travel & Hospitality.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing proliferation of large amounts of data
    • 5.1.1.2. Rising adoption of IoT across industries
    • 5.1.1.3. Increasing adoption of edge analytics to increase scalability and cost optimization
  • 5.1.2. Restraints
    • 5.1.2.1. Issues pertaining to safety and security
  • 5.1.3. Opportunities
    • 5.1.3.1. Growing adoption of edge analytics across healthcare and education sector
    • 5.1.3.2. Rising development of advanced edge analytics solutions
  • 5.1.4. Challenges
    • 5.1.4.1. Lack of universally accepted standards
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Edge Analytics Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Solution

7. Edge Analytics Market, by Type

• 7.1. Introduction
• 7.2. Descriptive Analytics
• 7.3. Diagnostic Analytics
• 7.4. Predictive Analytics
• 7.5. Prescriptive Analytics

8. Edge Analytics Market, by Business Application

• 8.1. Introduction
• 8.2. Finance
• 8.3. Human Resources
• 8.4. Marketing
• 8.5. Operations
• 8.6. Sales

9. Edge Analytics Market, by Deployment Model

• 9.1. Introduction
• 9.2. On-Cloud
• 9.3. On-Premises

10. Edge Analytics Market, by Vertical

• 10.1. Introduction
• 10.2. Banking, Financial Services & Insurance
• 10.3. Energy & Utility
• 10.4. Government & Defense
• 10.5. Healthcare & Life Sciences
• 10.6. IT & Telecommunication
• 10.7. Manufacturing
• 10.8. Media & Entertainment
• 10.9. Retail & Consumer Goods
• 10.10. Transportation & Logistics
• 10.11. Travel & Hospitality

11. Americas Edge Analytics Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Edge Analytics Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Edge Analytics Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. ANALYTIC EDGE
• 2. Cisco Systems, Inc.
• 3. Crosser Technologies
• 4. Dell Technologies, Inc.
• 5. Equinix, Inc.
• 6. Flatworld Solutions
• 7. Folio3 Software Inc.
• 8. Hewlett Packard Enterprise Development LP
• 9. IBM Corporation
• 10. IGUAZIO LTD.
• 11. Intel Corporation
• 12. Microsoft Corporation
• 13. Oracle Corporation
• 14. SAP SE
• 15. SAS Institute Inc.