엣지 애널리틱스 시장 규모, 점유율, 성장 분석 : 유형별, 구성요소별, 도입 형태별, 용도별, 최종 용도별, 지역별 - 업계 예측(2026-2033년)

Edge Analytics Market size was valued at USD 18.77 Billion in 2024 and is poised to grow from USD 23.88 Billion in 2025 to USD 163.67 Billion by 2033, growing at a CAGR of 27.2% during the forecast period (2026-2033).

The rapid proliferation of Internet of Things (IoT) devices, including sensors and connected technology, has led to a significant surge in data generated at the edge, fueling market growth in edge analytics. This process involves analyzing data close to its source, enabling organizations to derive actionable insights quickly for informed decision-making. Increased governmental investment in information and communication technology to support smart city initiatives is further driving demand, as these projects aim to modernize urban infrastructure and enhance service delivery. The integration of edge analytics allows for real-time data processing from various IoT sources, while the emergence of 5G networks enhances connectivity, facilitating low-latency communications. Overall, edge analytics is becoming integral for organizations seeking to optimize operations and drive business expansion.

Top-down and bottom-up approaches were used to estimate and validate the size of the Edge Analytics market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Edge Analytics Market Segments Analysis

Global Edge Analytics Market is segmented by Type, Component, Deployment, Application, End Use and Region. Based on Type, the market is segmented into Descriptive, Diagnostic, Predictive, Prescriptive. Based on Component, the market is segmented into Software, Services. Based on Deployment, the market is segmented into On Premise, Cloud. Based on Application, the market is segmented into Marketing and Sales, Operations, Finance, Human Resource, Others. Based on End Use, the market is segmented into IT and Telecom, BFSI, Manufacturing, Healthcare, Retail, Transportation, Government, Energy and Power, Others. Based on Region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Edge Analytics Market

One of the key benefits of implementing edge analytics is the significant reduction in latency, which enables faster decision-making processes. Unlike traditional analytics solutions that rely on collecting and sending extensive data sets to a centralized cloud or data center for analysis, edge analytics processes data locally, minimizing the time required for transmission. This localized approach is particularly valuable in situations where large volumes of data are generated or in environments with inconsistent or limited internet connectivity. As a result, edge analytics not only streamlines data handling but also enhances the efficiency and speed of insights derived from real-time data.

Restraints in the Edge Analytics Market

A significant challenge facing the edge analytics market lies in the protection of data and the maintenance of privacy. Unlike cloud computing, which benefits from robust security measures in centralized data centers, edge analytics operates on a diverse array of devices that may lack secure physical environments. This includes various endpoints such as sensors, smartphones, and especially Internet of Things (IoT) devices, all of which are particularly vulnerable to cyber threats. As a result, the potential for data breaches and unauthorized access remains a pressing concern, hindering the widespread adoption of edge analytics solutions and complicating efforts to build user trust in this technology.

Market Trends of the Edge Analytics Market

The Edge Analytics market is experiencing a significant upward trend driven by rapid advancements in edge computing hardware and software. Enhanced edge devices, such as smart gateways, routers, and specialized edge servers, are now equipped to efficiently process vast amounts of data and execute complex analytical tasks. Their robustness allows for deployment across various challenging industrial and outdoor environments, fostering widespread adoption. This shift not only optimizes real-time data processing but also facilitates improved decision-making capabilities at the source of data generation, further solidifying edge analytics as a pivotal component in the evolving landscape of data management and operational efficiency.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2025
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Technological Advancement
• Regulatory Landscape
• Case Studies
• Patent Analysis
• Trade Analysis

Edge analytics Market Size by Type & CAGR (2026-2033)

• Market Overview
• Descriptive
• Diagnostic
• Predictive
• Prescriptive

Edge analytics Market Size by Component & CAGR (2026-2033)

• Market Overview
• Software
• Services

Edge analytics Market Size by Deployment & CAGR (2026-2033)

• Market Overview
• On Premise
• Cloud

Edge analytics Market Size by Application & CAGR (2026-2033)

• Market Overview
• Marketing and Sales
• Operations
• Finance
• Human Resource
• Others

Edge analytics Market Size by End Use & CAGR (2026-2033)

• Market Overview
• BFSI
• Retail
• Healthcare
• IT and Telecom
• Transportation
• Government
• Energy and Power
• Manufacturing
• Others

Edge analytics Market Size & CAGR (2026-2033)

• North America, (Type, Component, Deployment, Application, End Use)
  • US
  • Canada
• Europe, (Type, Component, Deployment, Application, End Use)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Type, Component, Deployment, Application, End Use)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Type, Component, Deployment, Application, End Use)
  • Brazil
  • Rest of Latin America
• Middle East & Africa(Type, Component, Deployment, Application, End Use)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2025
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2025
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• Amazon Web Services Inc. (United States - Part of Amazon.com)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cisco Systems Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hewlett Packard Enterprise Development LP (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Databricks (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Dell Statistica (United States - Part of Dell Technologies)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Edge ConneX (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP HANA (Germany - Part of SAP SE)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Adobe Systems Incorporated (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microstrategy Incorporated (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Salesforce.com Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP SE (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tableau Software (United States - Acquired by Salesforce)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tibco Software Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation