Edge AI Software Market by Component (Solutions and Services), Data Source, Application (Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring and Predictive Maintenance, and Telemetry), Vertical, and Region - Global Forecast to 2026

世界のエッジAIソフトウェア市場予測:構成要素別、データソース別、用途別、産業別、地域別

◆タイトル:Edge AI Software Market by Component (Solutions and Services), Data Source, Application (Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring and Predictive Maintenance, and Telemetry), Vertical, and Region - Global Forecast to 2026
◆商品コード:TC6908
◆調査・発行会社:MarketsandMarkets
◆発行日:2021年2月20日
◆ページ数:252
◆レポート形式:PDF / 英語
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【レポートの概要】

マーケッツアンドマーケッツ社は世界のエッジAIソフトウェア市場規模が2020年590百万ドルから2026年1,835百万ドルまで、年平均20.8%成長すると予想しています。本調査レポートでは、エッジAIソフトウェアの世界市場について調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、産業動向、構成要素別(ソリューション、サービス)分析、データソース別(ビデオ・画像認識、音声認識、生体認証データ、センサーデータ、モバイルデータ)分析、用途別(自動運転車、ビデオ監視、リモート監視・予知保全、テレメトリ、エネルギー管理、その他)分析、産業別(政府・公共、製造、自動車、エネルギー・ユーティリティ、通信、医療、その他)分析、地域別分析、競争状況、企業情報などをまとめております。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・産業動向
・世界のエッジAIソフトウェア市場規模:構成要素別(ソリューション、サービス)
・世界のエッジAIソフトウェア市場規模:データソース別(ビデオ・画像認識、音声認識、生体認証データ、センサーデータ、モバイルデータ)
・世界のエッジAIソフトウェア市場規模:用途別(自動運転車、ビデオ監視、リモート監視・予知保全、テレメトリ、エネルギー管理、その他)
・世界のエッジAIソフトウェア市場規模:産業別(政府・公共、製造、自動車、エネルギー・ユーティリティ、通信、医療、その他)
・世界のエッジAIソフトウェア市場規模:地域別
・競争状況
・企業情報

“The global edge AI software market size to grow from USD 590 million in 2020 to USD 1,835 million by 2026, at a Compound Annual Growth Rate (CAGR) of 20.8% during the forecast period.”
Various factors such as increasing enterprise workloads on the cloud and rapid growth in the number of intelligent applications are expected to drive the adoption of the edge AI solutions and services. The objective of the report is to define, describe, and forecast the edge AI software market size based on component, type, GNSS receiver, application, vertical, and region.
As the world braces for the continued impact of the COVID-19 pandemic, every industry has been affected. To mitigate pandemic risks, organizations around the world are taking adequate measures such as remote working capabilities, remote asset maintenance and monitoring, plant automation, and telehealth. A high positive impact has been witnessed in the healthcare vertical, as firms have started realizing the potential of edge AI software in combating the impact of COVID-19. This has led to increased funding and research to keep businesses safe and secure across the value chain. It is expected that the market will witness slow growth during the pandemic and bounce back with a higher adoption rate across verticals post-pandemic. Organizations worldwide have been using digital infrastructure to continue with their usual business activities as it serves as essential infrastructure. Healthcare, the public sector, and education verticals are adopting digitalization at an unprecedented rate. Several clouds and edge companies are offering their computational services for free to the frontline workers to reduce the impact of COVID-19.

“The system integration and testing services segment to grow at a higher CAGR during the forecast period”
The training and consulting services segment is expected to account for the largest market size, while the system integration and testing services segment is projected to have the highest CAGR during the forecast period. The technicalities involved in implementing edge AI software solutions boost the growth of training and consulting services while the need to ensure the interoperability of edge AI software with hardware components from different vendors would boost the growth of system integration and testing services.

“The video and image recognition segment to have the largest market size during the forecast period”
The edge AI software market by data source has been segmented into video and image recognition, speech recognition, biometric data, sensor data, and mobile data. Video and image content analysis have introduced the automation of tasks due to advancements made in deep learning. They help to automatically recognize temporal and spatial events in videos and images. A person who moves suspiciously, traffic signs that are not obeyed, the sudden appearance of flames, and smoke are few events detected through video and image content analysis.

“Energy management application segment to have the highest CAGR during the forecast period”
The edge AI software market by application has been segmented into autonomous vehicles, access management, video surveillance, remote monitoring and predictive maintenance, telemetry, energy management, and others (point of sales, field service support, precision agriculture, AR/VR, and smart wearables). Using edge AI for energy management can reduce the overall costs and optimize the energy consumption by applying various techniques for predicting the optimal load of the system in real-time leading to its growth in edgeAI software market.

“Among regions, North America to account for largest market size during the forecast period”
The organizations in North America, especially the US, have leveraged the benefits of AI, ML, and deep learning technologies to stay ahead in the market. The region has well-established economies, which enable edge AI software vendors to invest in new technologies. Furthermore, it is regarded as the center of innovation where major IT players are rolling out intelligent devices and collaborating with other companies in the edge AI software market.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Edge AI software market.
 By Company: Tier I: 34%,Tier II: 43%, and Tier III: 23%
 By Designation: C-Level Executives: 50%, D-Level Executives: 30%, and Managers: 20%
 By Region: APAC: 30%, Europe: 30%, North America: 25%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering edge AI software solutions and services. It profiles major vendors in the global edge AI software market. The major vendors in the global edge AI software market are include include Alphabet Inc. (US), Microsoft Corporation (US), IBM Corporation (US), Amazon Web Services, Inc. (US), Nutanix (US), Synaptics Incorporated (US), SWIM.AI Inc. (US), Imagimob AB (Sweden), Anagog Ltd. (Israel), TIBCO Software Inc. (US), Octonion SA. (Switzerland), FogHorn Systems (US), Bragi (Germany), Gorilla Technology Group (Taiwan), SixSq Sàrl (Switzerland), Azion Technologies LLC (US), ClearBlade Inc. (US), Alef Edge Inc. (US), Adapdix (US), byteLAKE (Poland), Reality Analytics Inc. (US), Deci (Israel), StrataHive (India), edgeworx (US), Invision AI Inc. (Canada), Veea Inc. (US), and Tact.ai Technologies, Inc. (US), Horizon Robotics (China), Kneron Inc. (US), and DeepBrainz AI (India).

Research Coverage
The market study covers the edge AI software market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, applications, data source, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall edge AI software market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

【レポートの目次】

1 INTRODUCTION 32
1.1 INTRODUCTION TO COVID-19 32
1.2 COVID-19 HEALTH ASSESSMENT 32
FIGURE 1 COVID-19: GLOBAL PROPAGATION 32
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 33
1.3 COVID-19 ECONOMIC ASSESSMENT 34
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 34
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 35
FIGURE 4 FACTORS IMPACTING THE GLOBAL ECONOMY 35
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 36
1.4 OBJECTIVES OF THE STUDY 37
1.5 MARKET DEFINITION 37
1.5.1 INCLUSIONS AND EXCLUSIONS 38
1.6 MARKET SCOPE 39
1.6.1 MARKET SEGMENTATION 39
1.6.2 REGIONS COVERED 39
1.6.3 YEARS CONSIDERED FOR THE STUDY 40
1.7 CURRENCY CONSIDERED 40
TABLE 1 USD EXCHANGE RATE, 2018–2020 40
1.8 STAKEHOLDERS 41
1.9 SUMMARY OF CHANGES 41
2 RESEARCH METHODOLOGY 42
2.1 RESEARCH DATA 42
FIGURE 6 EDGE AI SOFTWARE MARKET: RESEARCH DESIGN 42
2.1.1 SECONDARY DATA 43
2.1.2 PRIMARY DATA 43
TABLE 2 PRIMARY INTERVIEWS 43
2.1.2.1 Breakup of primary profiles 44
2.1.2.2 Key industry insights 45
2.2 MARKET BREAKUP AND DATA TRIANGULATION 46
FIGURE 7 DATA TRIANGULATION 46
2.3 MARKET SIZE ESTIMATION 47
FIGURE 8 RESEARCH METHODOLOGY: APPROACH 47
FIGURE 9 EDGE AI SOFTWARE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 47
2.3.1 TOP-DOWN APPROACH 48
2.3.2 BOTTOM-UP APPROACH 48
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE EDGE AI SOFTWARE MARKET 49
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 1 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF EDGE AI SOFTWARE VENDORS 50
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY ̶ ILLUSTRATION OF COMPANY’S EDGE AI REVENUE ESTIMATION I 51
FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY ̶ ILLUSTRATION OF COMPANY’S EDGE AI REVENUE ESTIMATION II 51
FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE EDGE AI SOFTWARE MARKET 52
FIGURE 15 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3—BOTTOM-UP (DEMAND SIDE): SHARE OF EDGE AI SOFTWARE THROUGH OVERALL EDGE AI SOFTWARE SPENDING 53
2.4 MARKET FORECAST 54
TABLE 3 FACTOR ANALYSIS 54
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 55
FIGURE 16 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 55
2.6 ASSUMPTIONS FOR THE STUDY 56
2.7 LIMITATIONS OF THE STUDY 58
3 EXECUTIVE SUMMARY 59
TABLE 4 GLOBAL EDGE AI SOFTWARE MARKET SIZE AND GROWTH RATE,
2014–2019 (USD MILLION, Y-O-Y%) 60
TABLE 5 GLOBAL EDGE AI SOFTWARE MARKET SIZE AND GROWTH RATE,
2019–2026 (USD MILLION, Y-O-Y%) 60
FIGURE 17 SOLUTIONS SEGMENT TO HOLD A LARGER MARKET SIZE IN 2020 61
FIGURE 18 VIDEO AND IMAGE RECOGNITION SEGMENT HELD THE LARGEST MARKET SIZE IN 2020 61
FIGURE 19 TRAINING AND CONSULTING SERVICES SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 62
FIGURE 20 VIDEO SURVEILLANCE SEGMENT TO HOLD THE HIGHEST MARKET SHARE
IN 2020 62
FIGURE 21 ENERGY AND UTILITIES VERTICAL TO HOLD THE LARGEST MARKET SIZE
IN 2020 63
FIGURE 22 NORTH AMERICA HELD THE LARGEST MARKET SHARE IN 2020 63
4 PREMIUM INSIGHTS 64
4.1 BRIEF OVERVIEW OF THE EDGE AI SOFTWARE MARKET 64
FIGURE 23 INCREASING INTERNET PENETRATION AND GROWING USE OF CONNECTED DEVICES TO BOOST THE EDGE AI MARKET GROWTH 64
4.2 EDGE AI SOFTWARE MARKET, BY APPLICATION 64
FIGURE 24 VIDEO SURVEILLANCE SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 64
4.3 EDGE AI SOFTWARE MARKET, BY REGION 65
FIGURE 25 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020 65

4.4 EDGE AI SOFTWARE MARKET, BY APPLICATION AND VERTICAL 65
FIGURE 26 VIDEO SURVEILLANCE SEGMENT AND ENERGY AND UTILITIES VERTICAL HELD THE LARGEST MARKET SHARES IN NORTH AMERICA IN 2020 65
5 MARKET OVERVIEW AND INDUSTRY TRENDS 66
5.1 INTRODUCTION 66
5.2 MARKET DYNAMICS 66
FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EDGE AI SOFTWARE MARKET 66
5.2.1 DRIVERS 67
5.2.1.1 Increasing enterprise workloads on the cloud 67
5.2.1.2 Rapid growth in the number of intelligent applications 67
5.2.2 RESTRAINTS 67
5.2.2.1 Privacy and security concerns related to edge AI solutions 67
5.2.3 OPPORTUNITIES 67
5.2.3.1 Emergence of the 5G network to bring IT and telecom together 67
5.2.4 CHALLENGES 68
5.2.4.1 Interoperability issues slowing the adoption of edge AI software 68
5.2.4.2 Optimization of edge AI standards 68
6 INDUSTRY TRENDS 69
6.1 EVOLUTION 69
FIGURE 28 EVOLUTION OF EDGE AI 69
6.2 ECOSYSTEM 70
FIGURE 29 ECOSYSTEM OF EDGE AI 70
6.3 EDGE AI SOFTWARE MARKET: COVID-19 IMPACT 70
FIGURE 30 EDGE AI SOFTWARE MARKET TO WITNESS SLOWDOWN IN GROWTH IN 2020 70
6.4 CASE STUDY ANALYSIS 71
6.4.1 USE CASE 1: CREATING MOTION INTELLIGENCE WITH IMAGIMOB’S SENSORBEAT AI SOFTWARE 71
6.4.2 USE CASE 2: USING IMAGIMOB’S SENSORBEAT AI SOFTWARE FOR PREDICTIVE MAINTENANCE IN MANUFACTURING 71
6.4.3 USE CASE 3: USING ANAGOG JEDAI 4.0 TO PERSONALIZE BANKING EXPERIENCE 72
6.4.4 USE CASE 4: USING HIGH-PERFORMANCE EMBEDDED COMPUTING (HPEC) SYSTEMS OF EUROTECH FOR AUTONOMOUS DRIVING 72
6.4.5 USE CASE 5: USING EDGE AI STARTER KIT OF BYTELAKE FOR THE DETECTION OF GROCERIES IN RETAIL 73
6.4.6 USE CASE 6: USING EDGE AI STARTER KIT OF BYTELAKE FOR TRAFFIC ANALYTICS USING VIDEO SURVEILLANCE 73
6.5 VALUE CHAIN ANALYSIS 74
FIGURE 31 VALUE CHAIN ANALYSIS 74
6.6 SUPPLY CHAIN ANALYSIS 75
FIGURE 32 SUPPLY CHAIN ANALYSIS 75

6.7 TECHNOLOGY ANALYSIS 75
6.7.1 EDGE AI AND INTERNET OF THINGS (IOT) 75
6.7.2 EDGE AI AND 5G 75
6.7.3 EDGE AI AND BLOCKCHAIN 75
6.8 PORTER’S FIVE FORCES ANALYSIS 76
FIGURE 33 PORTER’S FIVE FORCES ANALYSIS 76
6.8.1 THREAT OF NEW ENTRANTS 76
6.8.2 THREAT OF SUBSTITUTES 76
6.8.3 BARGAINING POWER OF SUPPLIERS 77
6.8.4 BARGAINING POWER OF BUYERS 77
6.8.5 INTENSITY OF COMPETITIVE RIVALRY 77
6.9 PRICING ANALYSIS 77
6.10 PATENT ANALYSIS 78
6.10.1 INNOVATION AND PATENT REGISTRATIONS 79
TABLE 6 IMPORTANT INNOVATION AND PATENT REGISTRATIONS, 2019-2020 79
6.11 REGULATORY IMPLICATIONS 80
6.11.1 INTRODUCTION 80
6.11.2 GENERAL DATA PROTECTION REGULATION 80
6.11.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 81
6.11.4 FEDERAL TRADE COMMISSION 81
6.11.5 FEDERAL COMMUNICATIONS COMMISSION 81
6.11.6 ISO/IEC JTC 1/SC 42 81
7 EDGE AI SOFTWARE MARKET, BY COMPONENT 82
7.1 INTRODUCTION 83
7.1.1 COMPONENT: EDGE AI SOFTWARE MARKET DRIVERS 83
7.1.2 COMPONENT: COVID-19 IMPACT 83
FIGURE 34 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 84
TABLE 7 EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 84
TABLE 8 EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 84
7.2 SOLUTIONS 85
FIGURE 35 PLATFORM SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 85
TABLE 9 SOLUTIONS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 85
TABLE 10 SOLUTIONS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 86
TABLE 11 SOLUTIONS: EDGE AI SOFTWARE MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 86
TABLE 12 SOLUTIONS: EDGE AI SOFTWARE MARKET SIZE, BY TYPE,
2019–2026 (USD MILLION) 86
7.2.1 SOFTWARE TOOLS 86
TABLE 13 SOFTWARE TOOLS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 87
TABLE 14 SOFTWARE TOOLS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 87
7.2.2 PLATFORM 87
TABLE 15 PLATFORM: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 88
TABLE 16 PLATFORM: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 88
7.3 SERVICES 88
FIGURE 36 SYSTEM INTEGRATION AND TESTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 89
TABLE 17 SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 89
TABLE 18 SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 89
TABLE 19 SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY TYPE,
2014–2019 (USD MILLION) 90
TABLE 20 SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY TYPE,
2019–2026 (USD MILLION) 90
7.3.1 TRAINING AND CONSULTING SERVICES 90
TABLE 21 TRAINING AND CONSULTING SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 91
TABLE 22 TRAINING AND CONSULTING SERVICES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 91
7.3.2 SYSTEM INTEGRATION AND TESTING 92
TABLE 23 SYSTEM INTEGRATION AND TESTING: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 92
TABLE 24 SYSTEM INTEGRATION AND TESTING: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 92
7.3.3 SUPPORT AND MAINTENANCE 93
TABLE 25 SUPPORT AND MAINTENANCE: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 93
TABLE 26 SUPPORT AND MAINTENANCE: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 93
8 EDGE AI SOFTWARE MARKET, BY DATA SOURCE 94
8.1 INTRODUCTION 95
8.1.1 DATA SOURCE: EDGE AI SOFTWARE MARKET DRIVERS 95
8.1.2 DATA SOURCE: COVID-19 IMPACT 95
FIGURE 37 MOBILE DATA SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 96
TABLE 27 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2014–2019 (USD MILLION) 96
TABLE 28 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2019–2026 (USD MILLION) 97

8.2 VIDEO AND IMAGE RECOGNITION 97
TABLE 29 VIDEO AND IMAGE RECOGNITION: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 97
TABLE 30 VIDEO AND IMAGE RECOGNITION: EDGE AI SOFTWARE MARKET SIZE,
BY REGION, 2019–2026 (USD MILLION) 98
8.3 SPEECH RECOGNITION 98
TABLE 31 SPEECH RECOGNITION: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 98
TABLE 32 SPEECH RECOGNITION: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 99
8.4 BIOMETRIC DATA 99
TABLE 33 BIOMETRIC DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 99
TABLE 34 BIOMETRIC DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 100
8.5 SENSOR DATA 100
TABLE 35 SENSOR DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 100
TABLE 36 SENSOR DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 101
8.6 MOBILE DATA 101
TABLE 37 MOBILE DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 101
TABLE 38 MOBILE DATA: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 102
9 EDGE AI SOFTWARE MARKET, BY APPLICATION 103
9.1 INTRODUCTION 104
9.1.1 APPLICATIONS: EDGE AI SOFTWARE MARKET DRIVERS 104
9.1.2 APPLICATIONS: COVID-19 IMPACT 104
FIGURE 38 ENERGY MANAGEMENT SEGMENT TO REGISTER THE HIGHEST CAGR
DURING THE FORECAST PERIOD 105
TABLE 39 EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 105
TABLE 40 EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 106
9.2 AUTONOMOUS VEHICLES 106
TABLE 41 AUTONOMOUS VEHICLES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 107
TABLE 42 AUTONOMOUS VEHICLES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 107
9.3 ACCESS MANAGEMENT 107
TABLE 43 ACCESS MANAGEMENT: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 108
TABLE 44 ACCESS MANAGEMENT: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 108

9.4 VIDEO SURVEILLANCE 109
TABLE 45 VIDEO SURVEILLANCE: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 109
TABLE 46 VIDEO SURVEILLANCE: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 109
9.5 REMOTE MONITORING AND PREDICTIVE MAINTENANCE 110
TABLE 47 REMOTE MONITORING AND PREDICTIVE MAINTENANCE: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 110
TABLE 48 REMOTE MONITORING AND PREDICTIVE MAINTENANCE: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 110
9.6 TELEMETRY 111
TABLE 49 TELEMETRY: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 111
TABLE 50 TELEMETRY: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 111
9.7 ENERGY MANAGEMENT 111
TABLE 51 ENERGY MANAGEMENT: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 112
TABLE 52 ENERGY MANAGEMENT: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 112
9.8 OTHERS 112
TABLE 53 OTHER APPLICATIONS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 113
TABLE 54 OTHER APPLICATIONS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 113
10 EDGE AI SOFTWARE MARKET, BY VERTICAL 114
10.1 INTRODUCTION 115
10.1.1 VERTICAL: EDGE AI SOFTWARE MARKET DRIVERS 115
10.1.2 VERTICAL: COVID-19 IMPACT 116
10.2 EDGE AI SOFTWARE: ENTERPRISE USE CASES 116
FIGURE 39 GOVERNMENT AND PUBLIC VERTICAL TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 117
TABLE 55 EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 117
TABLE 56 EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 118
10.3 GOVERNMENT AND PUBLIC 118
TABLE 57 GOVERNMENT AND PUBLIC: USE CASES 118
TABLE 58 GOVERNMENT AND PUBLIC: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 119
TABLE 59 GOVERNMENT AND PUBLIC: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 119
10.4 MANUFACTURING 119
TABLE 60 MANUFACTURING: USE CASES 120
TABLE 61 MANUFACTURING: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 120
TABLE 62 MANUFACTURING: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 120
10.5 AUTOMOTIVE 121
TABLE 63 AUTOMOTIVE: USE CASES 121
TABLE 64 AUTOMOTIVE: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 121
TABLE 65 AUTOMOTIVE: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 122
10.6 ENERGY AND UTILITIES 122
TABLE 66 ENERGY AND UTILITIES: USE CASES 122
TABLE 67 ENERGY AND UTILITIES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 122
TABLE 68 ENERGY AND UTILITIES: EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 123
10.7 TELECOM 123
TABLE 69 TELECOM: USE CASES 123
TABLE 70 TELECOM: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 124
TABLE 71 TELECOM: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 124
10.8 HEALTHCARE 124
TABLE 72 HEALTHCARE: USE CASES 125
TABLE 73 HEALTHCARE: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 125
TABLE 74 HEALTHCARE: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 125
10.9 OTHERS 126
TABLE 75 OTHERS: USE CASES 126
TABLE 76 OTHERS VERTICALS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 127
TABLE 77 OTHERS VERTICALS: EDGE AI SOFTWARE MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 127
11 EDGE AI SOFTWARE MARKET, BY REGION 128
11.1 INTRODUCTION 129
FIGURE 40 INDIA TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 129
FIGURE 41 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE
FORECAST PERIOD 130
TABLE 78 EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 130
TABLE 79 EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 130
11.2 NORTH AMERICA 131
11.2.1 NORTH AMERICA: EDGE AI SOFTWARE MARKET DRIVERS 131
11.2.2 NORTH AMERICA: COVID-19 IMPACT 131
11.2.3 NORTH AMERICA: REGULATIONS 132
11.2.3.1 The Personal Information Protection and Electronic Documents
Act (PIPEDA) 132
11.2.3.2 California Consumer Privacy Act 132
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 133
TABLE 80 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 133
TABLE 81 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 134
TABLE 82 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2014–2019 (USD MILLION) 134
TABLE 83 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2019–2026 (USD MILLION) 134
TABLE 84 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2014–2019 (USD MILLION) 135
TABLE 85 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2019–2026 (USD MILLION) 135
TABLE 86 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2014–2019 (USD MILLION) 135
TABLE 87 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION) 136
TABLE 88 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 136
TABLE 89 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2019–2026 (USD MILLION) 137
TABLE 90 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 137
TABLE 91 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 138
TABLE 92 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 138
TABLE 93 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 138
11.2.4 US 139
11.2.5 CANADA 139
11.3 EUROPE 139
11.3.1 EUROPE: EDGE AI SOFTWARE MARKET DRIVERS 139
11.3.2 EUROPE: COVID-19 IMPACT 140
11.3.3 EUROPE: REGULATIONS 140
11.3.3.1 General Data Protection Regulation 140
11.3.3.2 European Committee for Standardization 140
11.3.3.3 EU Data Governance Act 140
TABLE 94 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 140
TABLE 95 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 141
TABLE 96 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2014–2019 (USD MILLION) 141
TABLE 97 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2019–2026 (USD MILLION) 141
TABLE 98 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2014–2019 (USD MILLION) 142
TABLE 99 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2019–2026 (USD MILLION) 142
TABLE 100 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2014–2019 (USD MILLION) 142
TABLE 101 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2019–2026 (USD MILLION) 143
TABLE 102 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 143
TABLE 103 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 144
TABLE 104 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 144
TABLE 105 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 145
TABLE 106 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 145
TABLE 107 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 145
11.3.4 UK 146
11.3.5 GERMANY 146
11.3.6 FRANCE 146
11.3.7 REST OF EUROPE 146
11.4 ASIA PACIFIC 147
11.4.1 ASIA PACIFIC: EDGE AI SOFTWARE MARKET DRIVERS 147
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 147
11.4.3 ASIA PACIFIC: REGULATIONS 148
11.4.3.1 Personal Data Protection Act 148
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT 149
TABLE 108 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 149
TABLE 109 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 150
TABLE 110 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2014–2019 (USD MILLION) 150
TABLE 111 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2019–2026 (USD MILLION) 150
TABLE 112 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2014–2019 (USD MILLION) 151
TABLE 113 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2019–2026 (USD MILLION) 151
TABLE 114 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2014–2019 (USD MILLION) 151
TABLE 115 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2019–2026 (USD MILLION) 152
TABLE 116 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 152
TABLE 117 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 153
TABLE 118 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 153
TABLE 119 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 154
TABLE 120 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 154
TABLE 121 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 155
11.4.4 CHINA 155
11.4.5 JAPAN 155
11.4.6 INDIA 156
11.4.7 REST OF ASIA PACIFIC 156
11.5 MIDDLE EAST AND AFRICA 156
11.5.1 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET DRIVERS 156
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 157
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 157
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 157
11.5.3.2 Cloud Computing Framework 157
11.5.3.3 GDPR Applicability in KSA 157
11.5.3.4 Protection of Personal Information Act 158
11.5.3.5 TRA’s IoT Regulatory Policy 158
TABLE 122 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 158
TABLE 123 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY COMPONENT, 2019–2026 (USD MILLION) 159
TABLE 124 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY SOLUTIONS, 2014–2019 (USD MILLION) 159
TABLE 125 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY SOLUTIONS, 2019–2026 (USD MILLION) 159
TABLE 126 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2014–2019 (USD MILLION) 160
TABLE 127 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2019–2026 (USD MILLION) 160
TABLE 128 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY DATA SOURCE, 2014–2019 (USD MILLION) 160
TABLE 129 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY DATA SOURCE, 2019–2026 (USD MILLION) 161
TABLE 130 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY APPLICATION, 2014–2019 (USD MILLION) 161
TABLE 131 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE,
BY APPLICATION, 2019–2026 (USD MILLION) 162
TABLE 132 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 162
TABLE 133 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 163
TABLE 134 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 163
TABLE 135 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 163
11.5.4 ISRAEL 164
11.5.5 UAE 164
11.5.6 REST OF MIDDLE EAST AND AFRICA 164
11.6 LATIN AMERICA 164
11.6.1 LATIN AMERICA: EDGE AI SOFTWARE MARKET DRIVERS 165
11.6.2 LATIN AMERICA: COVID-19 IMPACT 165
11.6.3 LATIN AMERICA: REGULATIONS 165
11.6.3.1 Brazil Data Protection Law 165
11.6.3.2 Argentina Personal Data Protection Law No. 25.326 166
TABLE 136 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 166
TABLE 137 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 166
TABLE 138 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2014–2019 (USD MILLION) 167
TABLE 139 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS,
2019–2026 (USD MILLION) 167
TABLE 140 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2014–2019 (USD MILLION) 167
TABLE 141 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY SERVICES,
2019–2026 (USD MILLION) 168
TABLE 142 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2014–2019 (USD MILLION) 168
TABLE 143 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,
2019–2026 (USD MILLION) 168
TABLE 144 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 169
TABLE 145 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION,
2019–2026 (USD MILLION) 169
TABLE 146 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 170
TABLE 147 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 170
TABLE 148 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 171
TABLE 149 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY,
2019–2026 (USD MILLION) 171
11.6.4 BRAZIL 171
11.6.5 MEXICO 172
11.6.6 REST OF LATIN AMERICA 172

12 COMPETITIVE LANDSCAPE 173
12.1 OVERVIEW 173
12.2 MARKET EVALUATION FRAMEWORK 173
FIGURE 44 MARKET EVALUATION FRAMEWORK 173
12.3 MARKET SHARE, 2020 174
FIGURE 45 GOOGLE TO LEAD THE EDGE AI SOFTWARE MARKET IN 2021 174
12.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS 175
12.4.1 INTRODUCTION 175
FIGURE 46 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS 175
12.5 KEY MARKET DEVELOPMENTS 175
12.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 175
TABLE 150 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020 176
12.5.2 BUSINESS EXPANSIONS 177
TABLE 151 BUSINESS EXPANSIONS, 2019–2020 177
12.5.3 MERGERS AND ACQUISITIONS 178
TABLE 152 MERGERS AND ACQUISITIONS, 2018–2020 178
12.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS 179
TABLE 153 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,
2019–2020 179
12.6 COMPANY EVALUATION MATRIX 180
12.6.1 OVERVIEW 180
12.6.2 COMPANY EVALUATION MATRIX: DEFINITIONS AND METHODOLOGY 180
12.6.3 MARKET RANKING ANALYSIS, BY COMPANY 180
FIGURE 47 RANKING OF KEY PLAYERS, 2020 180
12.6.4 STAR 181
12.6.5 EMERGING LEADER 181
12.6.6 PERVASIVE 181
12.6.7 PARTICIPANT 181
FIGURE 48 EDGE AI SOFTWARE MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 182
12.7 STARTUP/SME EVALUATION MATRIX, 2020 183
12.7.1 PROGRESSIVE COMPANIES 183
12.7.2 RESPONSIVE COMPANIES 183
12.7.3 DYNAMIC COMPANIES 183
12.7.4 STARTING BLOCKS 183
FIGURE 49 EDGE AI SOFTWARE MARKET (GLOBAL), STARTUP/SME EVALUATION MATRIX, 2020 184

13 COMPANY PROFILES 185
(Business overview, Products offered, Recent Developments, SWOT analysis, MNM view)*
13.1 INTRODUCTION 185
13.2 MICROSOFT 185
FIGURE 50 MICROSOFT: COMPANY SNAPSHOT 186
13.3 IBM 191
FIGURE 51 IBM: COMPANY SNAPSHOT 191
13.4 GOOGLE 197
FIGURE 52 GOOGLE: COMPANY SNAPSHOT 197
13.5 AWS 202
FIGURE 53 AWS: COMPANY SNAPSHOT 202
13.6 NUTANIX 207
FIGURE 54 NUTANIX: COMPANY SNAPSHOT 207
13.7 SYNAPTICS 211
FIGURE 55 SYNAPTICS: COMPANY SNAPSHOT 211
13.8 TIBCO SOFTWARE 214
13.9 OCTONION 217
13.10 IMAGIMOB 219
13.11 ANAGOG 222
13.12 VEEA 224
13.13 FOGHORN SYSTEMS 226
13.14 BRAGI 229
13.15 GORILLA TECHNOLOGY GROUP 231
13.16 TACT.AI 233
13.17 SIXSQ 234
13.18 AZION TECHNOLOGIES 235
13.19 CLEARBLADE 235
13.20 ALEFEDGE 236
13.21 ADAPDIX 236
13.22 STARTUP/SME PROFILES 237
13.22.1 BYTELAKE 237
13.22.2 REALITY AI 237
13.22.3 DECI.AI 238
13.22.4 STRATAHIVE 238
13.22.5 EDGEWORX 239
13.22.6 SWIM.AI 239
13.22.7 INVISION.AI 240

13.22.8 HORIZON ROBOTICS 240
13.22.9 KNERON 241
13.22.10 DEEPBRAINZ 241
*Details on Business overview, Products offered, Recent Developments, SWOT analysis, MNM view might not be captured in case of unlisted companies.
14 APPENDIX 242
14.1 ADJACENT AND RELATED MARKETS 242
14.1.1 INTRODUCTION 242
14.1.2 EDGE COMPUTING MARKET—GLOBAL FORECAST TO 2025 242
14.1.2.1 Market definition 242
14.1.2.2 Market overview 242
14.1.2.2.1 Edge computing market, by component 242
TABLE 154 EDGE COMPUTING MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 243
TABLE 155 EDGE COMPUTING MARKET SIZE, BY COMPONENT,
2020–2025 (USD MILLION) 243
14.1.2.2.2 Edge computing market, by application 243
TABLE 156 EDGE COMPUTING MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 243
TABLE 157 EDGE COMPUTING MARKET SIZE, BY APPLICATION,
2020–2025 (USD MILLION) 244
14.1.2.2.3 Edge computing market, by organization size 244
TABLE 158 EDGE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 244
TABLE 159 EDGE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,
2020–2025 (USD MILLION) 244
14.1.2.2.4 Edge computing market, by vertical 245
TABLE 160 EDGE COMPUTING MARKET SIZE, BY VERTICAL, 2016–2019 (USD MILLION) 245
TABLE 161 EDGE COMPUTING MARKET SIZE, BY VERTICAL, 2020–2025 (USD MILLION) 246
14.1.2.2.5 Edge computing market, by region 246
TABLE 162 EDGE COMPUTING MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 247
TABLE 163 EDGE COMPUTING MARKET SIZE, BY REGION, 2020–2025 (USD MILLION) 247
TABLE 164 NORTH AMERICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 247
TABLE 165 NORTH AMERICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 247
TABLE 166 EUROPE: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 248
TABLE 167 EUROPE: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 248
TABLE 168 ASIA PACIFIC: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 248
TABLE 169 ASIA PACIFIC: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 249
TABLE 170 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2016–2019 (USD MILLION) 249
TABLE 171 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION) 249
TABLE 172 LATIN AMERICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 250
TABLE 173 LATIN AMERICA: EDGE COMPUTING MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 250
14.2 DISCUSSION GUIDE 251
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 257
14.4 AVAILABLE CUSTOMIZATIONS 259
14.5 RELATED REPORTS 259
14.6 AUTHOR DETAILS 260



★調査レポート[世界のエッジAIソフトウェア市場予測:構成要素別、データソース別、用途別、産業別、地域別] ( Edge AI Software Market by Component (Solutions and Services), Data Source, Application (Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring and Predictive Maintenance, and Telemetry), Vertical, and Region - Global Forecast to 2026 / TC6908) 販売に関する免責事項
[世界のエッジAIソフトウェア市場予測:構成要素別、データソース別、用途別、産業別、地域別] ( Edge AI Software Market by Component (Solutions and Services), Data Source, Application (Autonomous Vehicles, Access Management, Video Surveillance, Remote Monitoring and Predictive Maintenance, and Telemetry), Vertical, and Region - Global Forecast to 2026 / TC6908) についてEメールでお問い合わせ


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