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AI Edge Computing Market by Type and Geography - Forecast and Analysis 2022-2026

  • Published: Jul 2022
  • Pages: 131
  • SKU: IRTNTR73643
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The AI edge computing market share is expected to increase to USD 14.28 billion from 2021 to 2026, and the market's growth momentum will accelerate at a CAGR of 20.27%.

The report extensively covers AI edge computing market segmentations by the following:

  • Type - Hardware and software and services
  • Geography - North America, Europe, APAC, South America, and Middle East and Africa

The AI edge computing market report offers information on several market vendors, including Adapdix, Alef Edge Inc., Amazon.com Inc., Azion Technologies Inc., Cisco Systems Inc., ClearBlade Inc., Hewlett Packard Enterprise Co., Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., Johnson Controls International Plc, Microsoft Corp., Nutanix Inc., Rigado Inc., SAGUNA Network LTD., SixSq SA, Synaptics Inc., Tact.ai Technologies Inc., Transcend Information Inc., and Vapor IO Inc. among others.

This AI edge computing market research report provides valuable insights on the post COVID-19 impact on the market, which will help companies evaluate their business approaches.

What will the AI Edge Computing Market Size be During the Forecast Period?

AI Edge Computing Market Size

Download the Free Report Sample to Unlock the AI Edge Computing Market Size for the Forecast Period and Other Important Statistics

 

AI Edge Computing Market: Key Drivers, Trends, and Challenges

The proliferation of edge AI devices is notably driving the AI edge computing market growth, although factors such as security concerns related to edge AI devices may impede the market growth. Our research analysts have studied the historical data and deduced the key market drivers and the COVID-19 pandemic impact on the AI edge computing industry. The holistic analysis of the drivers will help in deducing end goals and refining marketing strategies to gain a competitive edge.

Key AI Edge Computing Market Driver

The proliferation of edge AI devices is one of the key drivers fueling the artificial intelligence (AI) edge computing market growth. IoT and sensor technology generate large amounts of data that needs to be analyzed. For instance, Airbus A350 aircraft are embedded with more than 50,000 sensors that generate 2.5 terabytes of data per day. Real-time analysis of the data collected from these sensors can improve flight safety. Thus, as the volume of IoT devices grows, new techniques for data analysis and processing will be needed. Through edge AI computing, operational decisions can be automated as sensor data can be analyzed locally and in real-time. Thus, the proliferation of edge AI devices will augment the growth of the global AI edge computing market during the forecast period. 

Key AI Edge Computing Market Trend

The growing use of AI edge computing to get real-time analytics is one of the key artificial intelligence (AI) edge computing trends supporting market growth. Self-driven cars are equipped with numerous sensors that continuously generate massive amounts of data regarding the operation of the car. These sensors measure the speed of tire rotation and the position of the vehicle. Autonomous vehicle manufacturers equip their models with these sensors so that necessary decisions regarding braking and steering can be made automatically based on the data collected from these sensors. For instance, Porsche Engineering, a subsidiary of Dr. Ing. h.c. F. Porsche AG has embedded its models with compact computers with graphics processing units (GPUs) manufactured by Nvidia Corp. The computing platform uses AI to calculate more precise positions from global positioning system (GPS) data. Such uses of AI may propel the AI edge computing market trends supporting market growth during the forecast period.

Key AI Edge Computing Market Challenge

Security concerns related to edge AI devices is one of the key factors challenging the AI edge computing market growth. Edge AI devices can be the source of a wide range of cybersecurity attacks such as distributed denial-of-service (DDoS) attacks, Man-in-the-Middle (MiTM) attacks, data breaches through hacking of devices, and others. These attacks deter the end-users from using IoT devices such as smart speakers, drones, and surveillance cameras. For instance, surveillance cameras could serve as a means for an attacker to hack into the IT infrastructure of end-users. Often surveillance cameras are mass-produced and identical, which allows the attacker to infiltrate them. Such threats may challenge the AI edge computing market growth during the forecast period. 

This AI edge computing market analysis report also provides detailed information on other upcoming trends and challenges that will have a far-reaching effect on the market growth. The actionable insights on the trends and challenges will help companies evaluate and develop growth strategies for 2022-2026.

Who are the Major AI Edge Computing Market Vendors?

The report analyzes the market's competitive landscape and offers information on several market vendors, including:

 

  • Adapdix
  • Alef Edge Inc.
  • Amazon.com Inc.
  • Azion Technologies Inc.
  • Cisco Systems Inc.
  • ClearBlade Inc.
  • Hewlett Packard Enterprise Co.
  • Huawei Technologies Co. Ltd.
  • Intel Corp.
  • International Business Machines Corp.
  • Johnson Controls International Plc
  • Microsoft Corp.
  • Nutanix Inc.
  • Rigado Inc.
  • SAGUNA Network LTD.
  • SixSq SA
  • Synaptics Inc.
  • Tact.ai Technologies Inc.
  • Transcend Information Inc.
  • Vapor IO Inc.

 

This statistical study of the artificial intelligence (AI) edge computing market encompasses successful business strategies deployed by the key vendors. The AI edge computing market is fragmented and the vendors are deploying growth strategies such as integrating more optimized technology to compete in the market.

Product Insights and News

  • Cisco Systems Inc. - The company offers edge computing solutions where shifting takes place from the central data server to devices that are embedded at the edge of service provider networks in order to process data with lower latency necessary for many new applications. 
  • ClearBlade Inc. - The company offers the ability to put context around data and run artificial intelligence models not only in the cloud but also at the edge to make fast and relevant decisions using out-of-the-box integration with existing enterprise solutions. 
  • Hewlett Packard Enterprise Co. - The company offers artificial intelligence optimize solution which quickly operationalizes machine learning, while turning data into a strategic resource with data management platform. 

To make the most of the opportunities and recover from post COVID-19 impact, market vendors should focus more on the growth prospects in the fast-growing segments, while maintaining their positions in the slow-growing segments.

The AI edge computing market forecast report offers in-depth insights into key vendor profiles. The profiles include information on the production, sustainability, and prospects of the leading companies.

Which are the Key Regions for AI Edge Computing Market?

AI Edge Computing Market Market segmentation by region

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44% of the market's growth will originate from North America during the forecast period. The US is the key market for the artificial intelligence edge computing market in North America. Market growth in this region will be faster than the growth of the market in other regions.

The high adoption of smartphones will facilitate the AI edge computing market growth in North America over the forecast period. This market research report entails detailed information on the competitive intelligence, marketing gaps, and regional opportunities in store for vendors, which will assist in creating efficient business plans.

COVID Impact and Recovery Analysis

The COVID-19 pandemic did not have a significant impact on the growth of the regional market in 2020.  Moreover, these solutions found an increased application in the healthcare industry as the demand for healthcare equipment and devices grew during 2020-2021. During the forecast period, the regional market will continue to witness tremendous growth with the growing demand for edge AI devices.

What are the Revenue-generating Type Segments in the AI Edge Computing Market?

AI Edge Computing Market Segmentation

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The artificial intelligence edge computing market share growth by the hardware segment will be significant during the forecast period. Edge AI computing involves using AI and ML algorithms to process data generated by hardware devices at a local level and help make decisions in real-time. The hardware segment of the global AI edge computing market includes processors and devices that require cognitive computing. Thus, such factors of the hardware segment will drive the AI edge computing market growth during the forecast period.

This report provides an accurate prediction of the contribution of all the segments to the growth of the AI edge computing market size and actionable market insights on post COVID-19 impact on each segment.

Parent Market Analysis

Technavio categorizes the global artificial intelligence edge computing market as a part of the global internet services and infrastructure market. Our research report has extensively covered external factors influencing the parent market growth potential in the coming years, which will determine the levels of growth of the AI edge computing market during the forecast period.

AI Edge Computing Market Value Chain Analysis

Our report provides extensive information on the value chain analysis for the AI edge computing market, which vendors can leverage to gain a competitive advantage during the forecast period. The end-to-end understanding of the value chain is essential in profit margin optimization and evaluation of business strategies. The data available in our value chain analysis segment can help vendors drive costs and enhance customer services during the forecast period.

AI Edge Computing Market Scope

Report Coverage

Details

Page number

120

Base year

2021

Forecast period

2022-2026

Growth momentum & CAGR

Accelerate at a CAGR of 20.27%

Market growth 2022-2026

$ 14.28 billion

Market structure

Fragmented

YoY growth (%)

19.45

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 44%

Key consumer countries

US, China, Japan, UK, and Germany

Competitive landscape

Leading companies, Competitive strategies, Consumer engagement scope

Key companies profiled

Adapdix, Alef Edge Inc., Amazon.com Inc., Azion Technologies Inc., Cisco Systems Inc., ClearBlade Inc., Hewlett Packard Enterprise Co., Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., Johnson Controls International Plc, Microsoft Corp., Nutanix Inc., Rigado Inc., SAGUNA Network LTD., SixSq SA, Synaptics Inc., Tact.ai Technologies Inc., Transcend Information Inc., and Vapor IO Inc.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID 19 impact and recovery analysis and future consumer dynamics, Market condition analysis for forecast period

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What are the Key Data Covered in this AI Edge Computing Market Report?

  • CAGR of the market during the forecast period 2022-2026
  • Detailed information on factors that will drive AI edge computing market growth during the next five years
  • Precise estimation of the AI edge computing market size and its contribution to the parent market
  • Accurate predictions on upcoming trends and changes in consumer behavior
  • The growth of the AI edge computing industry across North America, Europe, APAC, South America, and Middle East and Africa
  • A thorough analysis of the market's competitive landscape and detailed information on vendors
  • Comprehensive details of factors that will challenge the growth of AI edge computing market vendors

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Type
    • Exhibit 06: Executive Summary – Chart on Incremental Growth
    • Exhibit 07: Executive Summary – Data Table on Incremental Growth
    • Exhibit 08: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 09: Parent market
    • Exhibit 10: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 11: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 12: Market segments
  • 3.3 Market size 2021
    • 3.4 Market outlook: Forecast for 2021-2026
      • Exhibit 13: Chart on Global - Market size and forecast 2021-2026 ($ million)
      • Exhibit 14: Data Table on Global - Market size and forecast 2021-2026 ($ million)
      • Exhibit 15: Chart on Global Market: Year-over-year growth 2021-2026 (%)
      • Exhibit 16: Data Table on Global Market: Year-over-year growth 2021-2026 (%)

    4 Five Forces Analysis

    • 4.1 Five forces summary
      • Exhibit 17: Five forces analysis - Comparison between 2021 and 2026
    • 4.2 Bargaining power of buyers
      • Exhibit 18: Chart on Bargaining power of buyers – Impact of key factors 2021 and 2026
    • 4.3 Bargaining power of suppliers
      • Exhibit 19: Bargaining power of suppliers – Impact of key factors in 2021 and 2026
    • 4.4 Threat of new entrants
      • Exhibit 20: Threat of new entrants – Impact of key factors in 2021 and 2026
    • 4.5 Threat of substitutes
      • Exhibit 21: Threat of substitutes – Impact of key factors in 2021 and 2026
    • 4.6 Threat of rivalry
      • Exhibit 22: Threat of rivalry – Impact of key factors in 2021 and 2026
    • 4.7 Market condition
      • Exhibit 23: Chart on Market condition - Five forces 2021 and 2026

    5 Market Segmentation by Type

    • 5.1 Market segments
      • Exhibit 24: Chart on Type - Market share 2021-2026 (%)
      • Exhibit 25: Data Table on Type - Market share 2021-2026 (%)
    • 5.2 Comparison by Type
      • Exhibit 26: Chart on Comparison by Type
      • Exhibit 27: Data Table on Comparison by Type
    • 5.3 Hardware - Market size and forecast 2021-2026
      • Exhibit 28: Chart on Hardware - Market size and forecast 2021-2026 ($ million)
      • Exhibit 29: Data Table on Hardware - Market size and forecast 2021-2026 ($ million)
      • Exhibit 30: Chart on Hardware - Year-over-year growth 2021-2026 (%)
      • Exhibit 31: Data Table on Hardware - Year-over-year growth 2021-2026 (%)
    • 5.4 Software and services - Market size and forecast 2021-2026
      • Exhibit 32: Chart on Software and services - Market size and forecast 2021-2026 ($ million)
      • Exhibit 33: Data Table on Software and services - Market size and forecast 2021-2026 ($ million)
      • Exhibit 34: Chart on Software and services - Year-over-year growth 2021-2026 (%)
      • Exhibit 35: Data Table on Software and services - Year-over-year growth 2021-2026 (%)
    • 5.5 Market opportunity by Type
      • Exhibit 36: Market opportunity by Type ($ million)

    6 Customer Landscape

    • 6.1 Customer landscape overview
      • Exhibit 37: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    7 Geographic Landscape

    • 7.1 Geographic segmentation
      • Exhibit 38: Chart on Market share by geography 2021-2026 (%)
      • Exhibit 39: Data Table on Market share by geography 2021-2026 (%)
    • 7.2 Geographic comparison
      • Exhibit 40: Chart on Geographic comparison
      • Exhibit 41: Data Table on Geographic comparison
    • 7.3 North America - Market size and forecast 2021-2026
      • Exhibit 42: Chart on North America - Market size and forecast 2021-2026 ($ million)
      • Exhibit 43: Data Table on North America - Market size and forecast 2021-2026 ($ million)
      • Exhibit 44: Chart on North America - Year-over-year growth 2021-2026 (%)
      • Exhibit 45: Data Table on North America - Year-over-year growth 2021-2026 (%)
    • 7.4 Europe - Market size and forecast 2021-2026
      • Exhibit 46: Chart on Europe - Market size and forecast 2021-2026 ($ million)
      • Exhibit 47: Data Table on Europe - Market size and forecast 2021-2026 ($ million)
      • Exhibit 48: Chart on Europe - Year-over-year growth 2021-2026 (%)
      • Exhibit 49: Data Table on Europe - Year-over-year growth 2021-2026 (%)
    • 7.5 APAC - Market size and forecast 2021-2026
      • Exhibit 50: Chart on APAC - Market size and forecast 2021-2026 ($ million)
      • Exhibit 51: Data Table on APAC - Market size and forecast 2021-2026 ($ million)
      • Exhibit 52: Chart on APAC - Year-over-year growth 2021-2026 (%)
      • Exhibit 53: Data Table on APAC - Year-over-year growth 2021-2026 (%)
    • 7.6 South America - Market size and forecast 2021-2026
      • Exhibit 54: Chart on South America - Market size and forecast 2021-2026 ($ million)
      • Exhibit 55: Data Table on South America - Market size and forecast 2021-2026 ($ million)
      • Exhibit 56: Chart on South America - Year-over-year growth 2021-2026 (%)
      • Exhibit 57: Data Table on South America - Year-over-year growth 2021-2026 (%)
    • 7.7 Middle East and Africa - Market size and forecast 2021-2026
      • Exhibit 58: Chart on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
      • Exhibit 59: Data Table on Middle East and Africa - Market size and forecast 2021-2026 ($ million)
      • Exhibit 60: Chart on Middle East and Africa - Year-over-year growth 2021-2026 (%)
      • Exhibit 61: Data Table on Middle East and Africa - Year-over-year growth 2021-2026 (%)
    • 7.8 US - Market size and forecast 2021-2026
      • Exhibit 62: Chart on US - Market size and forecast 2021-2026 ($ million)
      • Exhibit 63: Data Table on US - Market size and forecast 2021-2026 ($ million)
      • Exhibit 64: Chart on US - Year-over-year growth 2021-2026 (%)
      • Exhibit 65: Data Table on US - Year-over-year growth 2021-2026 (%)
    • 7.9 China - Market size and forecast 2021-2026
      • Exhibit 66: Chart on China - Market size and forecast 2021-2026 ($ million)
      • Exhibit 67: Data Table on China - Market size and forecast 2021-2026 ($ million)
      • Exhibit 68: Chart on China - Year-over-year growth 2021-2026 (%)
      • Exhibit 69: Data Table on China - Year-over-year growth 2021-2026 (%)
    • 7.10 UK - Market size and forecast 2021-2026
      • Exhibit 70: Chart on UK - Market size and forecast 2021-2026 ($ million)
      • Exhibit 71: Data Table on UK - Market size and forecast 2021-2026 ($ million)
      • Exhibit 72: Chart on UK - Year-over-year growth 2021-2026 (%)
      • Exhibit 73: Data Table on UK - Year-over-year growth 2021-2026 (%)
    • 7.11 Germany - Market size and forecast 2021-2026
      • Exhibit 74: Chart on Germany - Market size and forecast 2021-2026 ($ million)
      • Exhibit 75: Data Table on Germany - Market size and forecast 2021-2026 ($ million)
      • Exhibit 76: Chart on Germany - Year-over-year growth 2021-2026 (%)
      • Exhibit 77: Data Table on Germany - Year-over-year growth 2021-2026 (%)
    • 7.12 Japan - Market size and forecast 2021-2026
      • Exhibit 78: Chart on Japan - Market size and forecast 2021-2026 ($ million)
      • Exhibit 79: Data Table on Japan - Market size and forecast 2021-2026 ($ million)
      • Exhibit 80: Chart on Japan - Year-over-year growth 2021-2026 (%)
      • Exhibit 81: Data Table on Japan - Year-over-year growth 2021-2026 (%)
    • 7.13 Market opportunity by geography
      • Exhibit 82: Market opportunity by geography ($ million)

    8 Drivers, Challenges, and Trends

    • 8.1 Market drivers
      • 8.2 Market challenges
        • 8.3 Impact of drivers and challenges
          • Exhibit 83: Impact of drivers and challenges in 2021 and 2026
        • 8.4 Market trends

          9 Vendor Landscape

          • 9.1 Overview
            • 9.2 Vendor landscape
              • Exhibit 84: Overview on Criticality of inputs and Factors of differentiation
            • 9.3 Landscape disruption
              • Exhibit 85: Overview on factors of disruption
            • 9.4 Industry risks
              • Exhibit 86: Impact of key risks on business

            10 Vendor Analysis

            • 10.1 Vendors covered
              • Exhibit 87: Vendors covered
            • 10.2 Market positioning of vendors
              • Exhibit 88: Matrix on vendor position and classification
            • 10.3 Cisco Systems Inc.
              • Exhibit 89: Cisco Systems Inc. - Overview
              • Exhibit 90: Cisco Systems Inc. - Business segments
              • Exhibit 91: Cisco Systems Inc. - Key news
              • Exhibit 92: Cisco Systems Inc. - Key offerings
              • Exhibit 93: Cisco Systems Inc. - Segment focus
            • 10.4 ClearBlade Inc.
              • Exhibit 94: ClearBlade Inc. - Overview
              • Exhibit 95: ClearBlade Inc. - Product / Service
              • Exhibit 96: ClearBlade Inc. - Key news
              • Exhibit 97: ClearBlade Inc. - Key offerings
            • 10.5 Hewlett Packard Enterprise Co.
              • Exhibit 98: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 99: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 100: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 101: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 102: Hewlett Packard Enterprise Co. - Segment focus
            • 10.6 Huawei Technologies Co. Ltd.
              • Exhibit 103: Huawei Technologies Co. Ltd. - Overview
              • Exhibit 104: Huawei Technologies Co. Ltd. - Business segments
              • Exhibit 105: Huawei Technologies Co. Ltd. - Key offerings
              • Exhibit 106: Huawei Technologies Co. Ltd. - Segment focus
            • 10.7 International Business Machines Corp.
              • Exhibit 107: International Business Machines Corp. - Overview
              • Exhibit 108: International Business Machines Corp. - Business segments
              • Exhibit 109: International Business Machines Corp. - Key offerings
              • Exhibit 110: International Business Machines Corp. - Segment focus
            • 10.8 Johnson Controls International Plc
              • Exhibit 111: Johnson Controls International Plc - Overview
              • Exhibit 112: Johnson Controls International Plc - Business segments
              • Exhibit 113: Johnson Controls International Plc - Key news
              • Exhibit 114: Johnson Controls International Plc - Key offerings
              • Exhibit 115: Johnson Controls International Plc - Segment focus
            • 10.9 Rigado Inc.
              • Exhibit 116: Rigado Inc. - Overview
              • Exhibit 117: Rigado Inc. - Product / Service
              • Exhibit 118: Rigado Inc. - Key offerings
            • 10.10 SAGUNA Network LTD.
              • Exhibit 119: SAGUNA Network LTD. - Overview
              • Exhibit 120: SAGUNA Network LTD. - Product / Service
              • Exhibit 121: SAGUNA Network LTD. - Key news
              • Exhibit 122: SAGUNA Network LTD. - Key offerings
            • 10.11 Transcend Information Inc.
              • Exhibit 123: Transcend Information Inc. - Overview
              • Exhibit 124: Transcend Information Inc. - Product / Service
              • Exhibit 125: Transcend Information Inc. - Key news
              • Exhibit 126: Transcend Information Inc. - Key offerings
            • 10.12 Vapor IO Inc.
              • Exhibit 127: Vapor IO Inc. - Overview
              • Exhibit 128: Vapor IO Inc. - Product / Service
              • Exhibit 129: Vapor IO Inc. - Key news
              • Exhibit 130: Vapor IO Inc. - Key offerings

            11 Appendix

            • 11.1 Scope of the report
              • 11.2 Inclusions and exclusions checklist
                • Exhibit 131: Inclusions checklist
              • 11.3 Currency conversion rates for US$
                • Exhibit 132: Currency conversion rates for US$
              • 11.4 Research methodology
                • Exhibit 133: Research methodology
                • Exhibit 134: Validation techniques employed for market sizing
                • Exhibit 135: Information sources
              • 11.5 List of abbreviations
                • Exhibit 136: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              TechnavioINFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases
              Technavio

              TechnavioDATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts
              Technavio

              TechnavioREPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape
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              AI Edge Computing Market market growth will increase by $14.28 bn during 2022-2026.
              The ai edge computing market market is expected to grow at a CAGR of 20.27% during 2022-2026.
              Technavio has segmented the ai edge computing market market by type (Hardware and Software and services) and geography (North America, Europe, APAC, South America, and Middle East and Africa).
              Adapdix, Alef Edge Inc., Amazon.com Inc., Azion Technologies Inc., Cisco Systems Inc., ClearBlade Inc., Hewlett Packard Enterprise Co., Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., Johnson Controls International Plc, Microsoft Corp., Nutanix Inc., Rigado Inc., SAGUNA Network LTD., SixSq SA, Synaptics Inc., Tact.ai Technologies Inc., Transcend Information Inc., Vapor IO Inc. are a few of the key vendors in the ai edge computing market market.
              North America will register the highest growth rate of 44% among the other regions. Therefore, the ai edge computing market market in North America is expected to garner significant business opportunities for the vendors during the forecast period.
              The key factors driving the ai edge computing market market growth are:
              • Proliferation of edge AI devices
              • Growing use of AI edge computing to get real-time analytics
              The ai edge computing market market vendors should focus on grabbing business opportunities from the hardware segment as it accounted for the largest market share in the base year.
              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?
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