The Edge AI Software market is expected to grow from USD 684.18 Million in 2020 to USD 4458.07 Million by 2028, at a CAGR of 26.4% during the forecast period 2021-2028.
Edge AI is a system that uses machine learning techniques to handle data generated at the local level by hardware devices. It refers to artificial intelligence algorithms that are offered locally on hardware devices and use data created locally. Before transferring the findings to the cloud to be processed and stored, they save the results locally on the devices. The speed of edge AI is one of its most significant advantages. Integrating smart devices and functionality allows for the detection of problems and the delivery of AI for insights at the edge. Edge AI is known for its flexibility, enabling smart devices to serve a wide range of companies.
Edge AI software is becoming more popular among businesses as it supports critical AI applications like autonomous vehicles and robots. A large number of AI edge applications have emerged in several industries. AI streamlines these processes for an organization, making it a driving force for this market. These applications require a vast computational capacity to execute various tasks such as acquiring and analyzing data in real time. By locating processing resources at the network's edge, Edge AI avoids the speed difficulties that hinder other types of AI running on cloud platforms. As a result, the apps can operate with minimal latency and large bandwidth. This aspect of edge AI software encourages more companies to integrate edge AI into their ecosystem, increasing market demand. The Edge AI Software Market is also growing due to rising automation and the use of wearable devices. But as the edge nodes will communicate with each other and share real-time data, security is a significant concern with edge AI technologies. The deployment of edge AI solutions are being hampered by the rise of security breaches, attacks, and Distributed Denial of Service (DDoS) on equipment like routers, base stations, and switches. However, with the introduction of the 5G network, IT and telecoms are merging, presenting numerous potentials for the Edge AI Software Market in the following years. Also, the growing use of edge AI software in autonomous vehicle applications could provide growth opportunities for edge AI software vendors.
This study delivers a comprehensive analysis of vertical, application, and region. Based on Vertical, the market is segmented into Healthcare, Telecom, Energy and Utilities, Automotive, Manufacturing, and Others. The telecom segment dominated the market with the largest market share in 2020. Edge AI software is used in the telecom industry because of benefits such as 360-degree insight across connected systems, contextual push intelligence, and the availability of productivity tools in one location, among others. The increasing number of internet users worldwide has prompted the modernization of connected networks, allowing edge AI software to provide increased working capacity. Based on application, the Edge AI Software Market is segmented into Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring and Predictive Maintenance, and Telemetry. The Video Surveillance market dominated the market with the largest market share in the year 2020. Edge AI for video surveillance has dramatically increased management and monitoring while minimizing the amount of raw data transmitted to the cloud, leading to its growth. Edge AI allows ML intelligent camera systems to take raw data, process it, and analyze it using facial recognition to detect people of interest and questionable actions that may be occurring right at the edge.
The market has been divided into North America, Europe, Asia-Pacific, Middle East & Africa, and South America. North America accounted for the largest market share in the year 2020. For years, the region's market has been driven by a vast number of enterprises and the early adoption of numerous modern technologies. A massive pool of enterprises in this region that use edge AI software in their work processes is primarily responsible for the market's growth. Government measures that encourage the development of edge AI software in the North American region have offered significant growth potential for the market.
Some of the major players operating in the global edge AI software market are IBM, Intel, Microsoft, Google, Octonion SA, TIBCO Software, Cloudera, Foghorn Systems, Synaptics, Anagog, and Eta Compute.
Edge AI Software Market Analysis and Forecast, Vertical
Edge AI Software Market Analysis and Forecast, Application
Edge AI Software Market Analysis and Forecast, Region
Report Description:
1. Introduction
1.1. Objectives of the Study
1.2. Market Definition
1.3. Research Scope
1.4. Currency
1.5. Key Target Audience
2. Research Methodology and Assumptions
3. Executive Summary
4. Premium Insights
4.1. Porter’s Five Forces Analysis
4.2. Value Chain Analysis
4.3. Top Investment Pockets
4.3.1. Market Attractiveness Analysis By Verticals
4.3.2. Market Attractiveness Analysis By Application
4.3.3. Market Attractiveness Analysis By Region
4.4. Industry Trends
5. Market Dynamics
5.1. Market Evaluation
5.2. Drivers
5.2.1. Increased use of AI and IoT.
5.2.2. Application in autonomous vehicles and robots.
5.3. Restrains
5.3.1. Rise in security breach attacks.
5.4. Opportunities
5.4.1. Development and integration of 5G.
6. Global Edge AI Software Market Analysis and Forecast, By Verticals
6.1. Segment Overview
6.2. Healthcare
6.3. Telecom
6.4. Energy and Utilities
6.5. Automotive
6.6. Manufacturing.
7. Global Edge AI Software Market Analysis and Forecast, By Application
7.1. Segment Overview
7.2. Autonomous Vehicles
7.3. Access Management
7.4. Video Surveillance
7.5. Remote Monitoring, and Predictive Maintenance
7.6. Telemetry
8. Global Edge AI Software Market Analysis and Forecast, By Regional Analysis
8.1. Segment Overview
8.2. North America
8.2.1. U.S.
8.2.2. Canada
8.2.3. Mexico
8.3. Europe
8.3.1. Germany
8.3.2. France
8.3.3. U.K.
8.3.4. Italy
8.3.5. Spain
8.4. Asia-Pacific
8.4.1. Japan
8.4.2. China
8.4.3. India
8.5. South America
8.5.1. Brazil
8.6. Middle East and Africa
8.6.1. UAE
8.6.2. South Africa
9. Global Edge AI Software Market-Competitive Landscape
9.1. Overview
9.2. Market Share of Key Players in Global Edge AI Software Market
9.2.1. Global Company Market Share
9.2.2. North America Company Market Share
9.2.3. Europe Company Market Share
9.2.4. APAC Company Market Share
9.3. Competitive Situations and Trends
9.3.1. Product Launches and Developments
9.3.2. Partnerships, Collaborations, and Agreements
9.3.3. Mergers & Acquisitions
9.3.4. Expansions
10. Company Profiles
10.1. IBM
10.1.1. Business Overview
10.1.2. Company Snapshot
10.1.3. Company Market Share Analysis
10.1.4. Company Product Portfolio
10.1.5. Recent Developments
10.1.6. SWOT Analysis
10.2. Intel
10.2.1. Business Overview
10.2.2. Company Snapshot
10.2.3. Company Market Share Analysis
10.2.4. Company Product Portfolio
10.2.5. Recent Developments
10.2.6. SWOT Analysis
10.3. Microsoft.
10.3.1. Business Overview
10.3.2. Company Snapshot
10.3.3. Company Market Share Analysis
10.3.4. Company Product Portfolio
10.3.5. Recent Developments
10.3.6. SWOT Analysis
10.4. Google
10.4.1. Business Overview
10.4.2. Company Snapshot
10.4.3. Company Market Share Analysis
10.4.4. Company Product Portfolio
10.4.5. Recent Developments
10.4.6. SWOT Analysis
10.5. Octonion SA
10.5.1. Business Overview
10.5.2. Company Snapshot
10.5.3. Company Market Share Analysis
10.5.4. Company Product Portfolio
10.5.5. Recent Developments
10.5.6. SWOT Analysis
10.6. TIBCO Software
10.6.1. Business Overview
10.6.2. Company Snapshot
10.6.3. Company Market Share Analysis
10.6.4. Company Product Portfolio
10.6.5. Recent Developments
10.6.6. SWOT Analysis
10.7. Cloudera
10.7.1. Business Overview
10.7.2. Company Snapshot
10.7.3. Company Market Share Analysis
10.7.4. Company Product Portfolio
10.7.5. Recent Developments
10.7.6. SWOT Analysis
10.8. Foghorn Systems
10.8.1. Business Overview
10.8.2. Company Snapshot
10.8.3. Company Market Share Analysis
10.8.4. Company Product Portfolio
10.8.5. Recent Developments
10.8.6. SWOT Analysis
10.9. Synaptics
10.9.1. Business Overview
10.9.2. Company Snapshot
10.9.3. Company Market Share Analysis
10.9.4. Company Product Portfolio
10.9.5. Recent Developments
10.9.6. SWOT Analysis
10.10. Anagog
10.10.1. Business Overview
10.10.2. Company Snapshot
10.10.3. Company Market Share Analysis
10.10.4. Company Product Portfolio
10.10.5. Recent Developments
10.10.6. SWOT Analysis
10.11. Eta Compute
10.11.1. Business Overview
10.11.2. Company Snapshot
10.11.3. Company Market Share Analysis
10.11.4. Company Product Portfolio
10.11.5. Recent Developments
10.11.6. SWOT Analysis
List of Tables
1. Global Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
2. Global Healthcare Market, By region, 2018-2028 (USD Million)
3. Global Telecom Market, By region, 2018-2028 (USD Million)
4. Global Automotive Market, By region, 2018-2028 (USD Million)
5. Global Manufacturing Market, By region, 2018-2028 (USD Million)
6. Global Energy and Utilities Market, By Region, 2018-2028 (USD Million)
7. Global Edge AI Software Market, By Application, 2018-2028 (USD Million)
8. Global Autonomous Vehicles Market, By region, 2018-2028 (USD Million)
9. Global Access Management Market, By region, 2018-2028 (USD Million)
10. Global Video Surveillance Market, By region, 2018-2028 (USD Million)
11. Global Remote Monitoring and Predictive Maintenance Market, By region, 2018-2028 (USD Million)
12. Global Telemetry Market, By region, 2018-2028 (USD Million)
13. North America Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
14. North America Edge AI Software Market, By Application, 2018-2028 (USD Million)
15. USA Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
16. USA Edge AI Software Market, By Application, 2018-2028 (USD Million).
17. Canada Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
18. Canada Edge AI Software Market, By Application, 2018-2028 (USD Million)
19. Mexico Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
20. Mexico Edge AI Software Market, By Application, 2018-2028 (USD Million)
21. Europe Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
22. Europe Edge AI Software Market, By Application, 2018-2028 (USD Million)
23. Germany Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
24. Germany Edge AI Software Market, By Application, 2018-2028 (USD Million)
25. France Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
26. France Edge AI Software Market, By Application, 2018-2028 (USD Million)
27. U.K. Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
28. U.K. Edge AI Software Market, By Application, 2018-2028 (USD Million)
29. Italy Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
30. Italy Edge AI Software Market, By Application, 2018-2028 (USD Million)
31. Spain Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
32. Spain Edge AI Software Market, By Application, 2018-2028 (USD Million)
33. Asia Pacific Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
34. Asia Pacific Edge AI Software Market, By Application, 2018-2028 (USD Million)
35. Japan Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
36. Japan Edge AI Software Market, By Application, 2018-2028 (USD Million)
37. China Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
38. China Edge AI Software Market, By Application, 2018-2028 (USD Million)
39. India Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
40. India Edge AI Software Market, By Application, 2018-2028 (USD Million)
41. South America Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
42. South America Edge AI Software Market, By Application, 2018-2028 (USD Million)
43. Brazil Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
44. Brazil Edge AI Software Market, By Application, 2018-2028 (USD Million)
45. Middle East and Africa Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
46. Middle East and Africa Edge AI Software Market, By Application, 2018-2028 (USD Million)
47. U.A.E. Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
48. U.A.E. Edge AI Software Market, By Application, 2018-2028 (USD Million)
49. South Africa Edge AI Software Market, By Verticals , 2018-2028 (USD Million)
50. South Africa Edge AI Software Market, By Application, 2018-2028 (USD Million)
List of Figures
1. Global Edge AI Software Market Segmentation
2. Global Edge AI Software Market: Research Methodology
3. Market Size Estimation Methodology: Bottom-Up Approach
4. Market Size Estimation Methodology: Top-Down Approach
5. Data Triangulation
6. Porter’s Five Forces Analysis
7. Value Chain Analysis
8. Global Edge AI Software Market Attractiveness Analysis By Verticals
9. Global Edge AI Software Market Attractiveness Analysis By Application.
10. Global Edge AI Software Market Attractiveness Analysis By Region
11. Global Edge AI Software Market: Dynamics
12. Global Edge AI Software Market Share by Verticals (2021 & 2028)
13. Global Edge AI Software Market Share by Application (2021 & 2028)
14. Global Edge AI Software Market Share by Region (2021 & 2028)
15. Global Edge AI Software Market Share by Company (2020)
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