Edge AI Software Market by Vertical (Healthcare, Telecom, Energy and Utilities, Automotive, Manufacturing, and Others.) by Application (Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring, and Predictive Maintenance, and Telemetry) Region, Global Industry Analysis, Market Size, Share, Growth, Trends, and Forecast 2021 to 2028

  • Publish Date: Sep, 2022
  • Report ID: 420025
  • Category: Technology
  • Pages: 232
$4700

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

  • Healthcare
  • Telecom
  • Energy and Utilities
  • Automotive
  • Manufacturing
  • Others.

Edge AI Software  Market Analysis and Forecast, Application

  • Autonomous Vehicles
  • Access Management
  • Video Surveillance
  • Remote Monitoring and Predictive Maintenance
  • Telemetry

Edge AI Software  Market Analysis and Forecast, Region

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • Sweden
    • Netherland
    • U.K.
    • Italy
    • Spain
    • Turkey
    • Switzerland
    • Belgium
    • Rest Of Europe
  • Asia-Pacific
    • Japan
    • China
    • India
    • South Korea
    • Australia
    • Singapore
    • Malaysia
    • Thailand
    • Indonesia
    • Philippines
    • Rest Of APAC
  • South America
    • Brazil
    • Argentina
    • Peru
    • Colombia
    • Rest Of South America
  • Middle East And Africa
    •  UAE
    •  Saudi Arabia
    •  Egypt
    •  Nigeria
    •  South Africa
    • Rest Of MEA

Report Description:

  • The base year for the study has been considered 2020, historic year 2018 and 2019, the forecast period considered is from 2021 to 2028.
  • The study delivers a comprehensive analysis of global market for all segments and region
  • The report offers in-depth analysis of driving factors, opportunities and restraints for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2021 to 2028.
  • Porter’s Five Forces model is used in order to recognize the competitive scenario in the market. This report incorporates the industry analysis which is focused on providing an extensive view of the market.
  • The study also includes attractiveness analysis of all segments and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunist for understanding the future growth of the market.
  • The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews, product offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.
  • The market estimates have been evaluated by considering the effect of different political, economic, social, technological and legal factors which are based on our extensive secondary research, primary research, and in-house databases.

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)

Research Methodology

Market research is a method of gathering, assessing and deducing data & information about a particular market. Market research is very crucial in these days. The techniques analyze about how a product/service can be offered to the market to its end-customers, observe the impact of that product/service based on the past customer experiences, and cater their needs and demands. Owing to the successful business ventures, accurate, relevant and thorough information is the base for all the organizations because market research report/study offers specific market related data & information about the industry growth prospects, perspective of the existing customers, and the overall market scenario prevailed in past, ongoing present and developing future. It allows the stakeholders and investors to determine the probability of a business before committing substantial resources to the venture. Market research helps in solving the marketing issues challenges that a business will most likely face.

Market research is valuable because of the following reasons:

  • Market research helps businesses strengthen a company’s position
  • Market research helps in minimizing the investment risks associated with the businesses in any industry vertical
  • Market research helps in identifying the potential threats and opportunities associated with the business industry
  • Market research aids in spotting the emerging trends and facilitates strategic planning in order to stay ahead in the competition

Our research report features both the aspects; qualitative and quantitative. Qualitative part provides insights about the market driving forces, potential opportunities, customer’s demands and requirement which in turn help the companies to come up with new strategies in order to survive in the long run competition. The quantitative segment offers the most credible information related to the industry. Based on the data gathering, we use to derive the market size and estimate their future growth prospects on the basis of global, region and country.

Our market research process involves with the four specific stages.

  • Data Collection
  • Data Synthesis
  • Market Deduction & Formulation
  • Data Screening & Validation

Data Collection: This stage of the market research process involves with the gathering and collecting of the market/industry related data from the sources. There are basically two types of research methods:

  • Primary Research: By conducting primary research, it involves with the two types of data gathering; exploratory and specific. Exploratory data is open-ended and helps us to define a particular problem involving surveys, and pilot study to the specific consumer group, knowing their needs and wants catering to the industry related product/service offering. Explanatory data gathering follows with the bit of unstructured way. Our analyst group leads the study by focusing on the key crowd, in this manner picking up bits of knowledge from them. In light of the points of view of the clients, this data is used to plan advertise techniques. In addition, showcase overviews causes us to comprehend the current scenario of the business. Specific data gathering on the hand, involves with the more structured and formal way. The primary research usually includes in telephonic conversations, E-mail collaborations and up close and personal meetings/interviews with the raw material suppliers, industrial wholesalers, and independent consultants/specialists. The interviews that we conduct offers important information on showcase size and industry development patterns. Our company likewise conducts interviews with the different business specialists so as to increase generally bits of knowledge of the business/showcase.
  • Secondary Research: The secondary research incorporates with the data gathering from the non-profit associations and organizations, for example, World bank, WHO, investor relations and their presentations, statistical databases, yearly(annual reports) reports, national government records, factual databases, websites, articles, white papers, press releases, blogs and others. From the annual report, we deduce an organization's income/revenue generation to comprehend the key product segment related to the market. We examine the organization sites and implement product mapping strategy which is significant for determining the segment revenue. In the product mapping technique, we choose and categorize the products offered by the companies catering to the industry specific market, derive the segment revenue for each of the organizations to get the market estimation. We also gather data & Information based on the supply and demand side of the value chain involved with the domain specific market. The supply side denotes the distributors, wholesalers, suppliers and the demand side denotes the end-consumers/customers of the value chain. The supply side of the market is analyzed by examining the product growth across industry in each of the region followed by its pricing analysis. The demand side is analyzed by the evaluating the penetration level and adoption rates of the product by referring to the historical/past data, examine the present usage and forecasting the future trends. 
  • Purchased Database: Our purchased data provides insights about the key market players/companies along with their financial analysis. Additionally, our data base also includes market related information. 
    • We also have the agreements with various reputed data providers, consultants and third party vendors who provide information which are not limited to:
      • Export & Import Data
      • Business Information related to trade and its statistics
      • Penetration level of a particular product/service based on geography mainly focusing on the unmet prerequisites of the customers.
  • In-house Library: Apart from these third-party sources, we have our in-house library of quantitative and qualitative data & information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, internal audit reports, historic databases, archives and journal publications. Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those particular cases, we utilize our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopts a robust research technique in order to deduce the market size and its estimates:
  • Examining demographic along with psychographic segmentation for market evaluation
  • Analyzing the macro and micro-economic indicators for each demography
  • Evaluating the current industry trends popular in the market.

Data Synthesis: This stage includes the evaluation and assessment of all the data acquired from the primary and secondary research. It likewise includes in evaluating the information for any disparity watched while information gathering identified with the market. The data & information is gathered with consideration to the heterogeneity of sources. Scientific and statistical methods are implemented for synthesizing dissimilar information sets and provide the relevant data which is fundamental for formulating strategies. Our organization has broad involvement with information amalgamation where the information goes through different stages:

  • Information Screening: Information screening is the way toward examining information/data gathered from the sources for errors/mistakes and amending it before data integration process. The screening includes in looking at raw information, identifying and distinguishing mistakes and managing missing information. The reason for the information screening is to ensure information is effectively entered or not. Our organization utilizes objective and precise information screening grades through repetitive quality checks.
  • Data Integration: The data integration method involves with the incorporation of numerous information streams. The data streams is important so as to deliver investigate examines that give overall market scenario to the investors. These information streams originate from different research contemplates and our in house database. After the screening of the information, our analysts conduct efficient integration of the data streams, optimizing connections between integrated surveys and syndicated data sources. There are two research approaches that we follow so as to coordinate our information; top down methodology and bottom up methodology. 
    • Top-down analysis generally refers to using broad factors as a basis for decision making. The top-down approach helps in identifying the overall market scenario along with the external and internal factors effecting the market growth.
    • The bottom-up approach takes a completely different approach. Generally, the bottom-up approach focuses its analysis on micro attributes and specific characteristics of the domain specific market.

Market Formulation & Deduction: The last stage includes assigning the data & information in a suitable way in order to derive market size. Analyst reviews and domain based opinions based on holistic approach of market estimation combined with industry investigation additionally features a crucial role in this stage.

This stage includes with the finalization of the market size and numbers that we have gathered from primary and secondary research. With the data & information addition, we ensure that there is no gap in the market information. Market trend analysis is finished by our analysts by utilizing data extrapolation procedures, which give the most ideal figures to the market.

Data Validation: Validation is the most crucial step in the process. Validation & re-validation through scientifically designed technique and process that helps us finalize data-points to be used for final calculations. This stage also involves with the data triangulation process. Data triangulation generally implicates the cross validation and matching the data which has been collected from primary and secondary research methods.

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