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Global AI in Transportation Market Research Report: Forecast Till 2026
出 版 商：Market Research Future
出版日期：2021/08/01
頁 數：205頁
文件格式：PDF
價 格：
USD 4,450 (Single-User License)
USD 6,250 (Multi-User License)
USD 6,250 (Multi-User License)
Global AI in Transportation Market Research Report—Forecast Till 2026
AI in Transportation Market Overview
The AI in Transportation Market is anticipated to register a significant CAGR of 18.03% during the review period 2023. The global market growth is attributed to the deep-learning concept used in machine learning. Artificial intelligence is changing the transport area. The AI in transportation includes aiding vehicles, trains, ships, and planes to work independently, and making traffic streams smoother, it is now applied in various transport fields. Past making our lives simpler, it can assist with making all transport modes more secure, cleaner, more astute, and more proficient. Artificial intelligence-drove independent transport could for example help to lessen the human blunders that are associated with many auto collisions. Nonetheless, with these chances come genuine difficulties, including unseen side-effects and abuse, for example, digital assaults and one-sided choices about transport.
The growing prevalence of road accidents and safety features of AI technology are expected to fuel the global market during the review period. Furthermore, the growing demand for autonomous vehicles with inbuild AI systems is expected to enhance the global market growth in future. However, the high cost of AI system and lack of supportive infrastructure is likely to hinder the global market during the study period.
Segment overview
The global AI in transportation market has been classified not application, offering, learning technology, and application. Based on application the global market is divided into HM in trucks, Autonomous trucks, and Semi-autonomous trucks.
By offering the global AI transportation market has been bifurcated into Hardware and Software.
Based on learning technology the market has been divided into Natural language processing, Deep learning, Computer vision, and Context-awareness. The application segment categorizes the global market into Truck platooning, Autonomous trucks, Semi-autonomous trucks, Human-machine interface, Predictive maintenance, and Precision and mapping.
Regional analysis
Geographic analysis of market are Asia Pacific, Europe, and North America. North America is likely to lead the AI transportation market owing to the growing regulatory developments in this area for safety and compliance. Additionally, the strong financial position in this region and the rising investments for AI transportation is expected to fuel the regional market growth during the review period. Mexico has registered the largest market owing to the 20 billion investments for AI transportation.
The Asia Pacific is the quickest developing AI in transportation market. The monetary development and developing logistics are answerable for monstrous interest. Japan is registered the largest market for the regional AI transportation market with the growing adoption of AI technology in vehicles.
Europe is notable for its extraordinary demand for commercial transportation due to existing market players in the region. This will add to higher AI in transportation reception rate in Europe. This load of local players will observer higher productivity furring the conjecture time frame. Likewise, different locales will arise during the gauge time frame.
Major Players
The key players of the global AI in the transportation market are Daimler, Continental, Volvo, Bosch, Intel, Scania group, NVIDIA Corporation, Microsoft Corporation, Valeo SA, Alphabet Inc, and MAN SEPACCAR.
COVID 19 Impacts
We are continuously tracking the impact of the COVID-19 pandemic on various industries and verticals within all domains. Our research reports include the same and help you understand the drop and rise, owing to the impact of COVID-19 on the industries. Also, we help you to identify the gap between the demand and supply of your interested market. Moreover, the report helps you with the analysis, amended government regulations, and many other useful insights.
AI in Transportation Market Overview
The AI in Transportation Market is anticipated to register a significant CAGR of 18.03% during the review period 2023. The global market growth is attributed to the deep-learning concept used in machine learning. Artificial intelligence is changing the transport area. The AI in transportation includes aiding vehicles, trains, ships, and planes to work independently, and making traffic streams smoother, it is now applied in various transport fields. Past making our lives simpler, it can assist with making all transport modes more secure, cleaner, more astute, and more proficient. Artificial intelligence-drove independent transport could for example help to lessen the human blunders that are associated with many auto collisions. Nonetheless, with these chances come genuine difficulties, including unseen side-effects and abuse, for example, digital assaults and one-sided choices about transport.
The growing prevalence of road accidents and safety features of AI technology are expected to fuel the global market during the review period. Furthermore, the growing demand for autonomous vehicles with inbuild AI systems is expected to enhance the global market growth in future. However, the high cost of AI system and lack of supportive infrastructure is likely to hinder the global market during the study period.
Segment overview
The global AI in transportation market has been classified not application, offering, learning technology, and application. Based on application the global market is divided into HM in trucks, Autonomous trucks, and Semi-autonomous trucks.
By offering the global AI transportation market has been bifurcated into Hardware and Software.
Based on learning technology the market has been divided into Natural language processing, Deep learning, Computer vision, and Context-awareness. The application segment categorizes the global market into Truck platooning, Autonomous trucks, Semi-autonomous trucks, Human-machine interface, Predictive maintenance, and Precision and mapping.
Regional analysis
Geographic analysis of market are Asia Pacific, Europe, and North America. North America is likely to lead the AI transportation market owing to the growing regulatory developments in this area for safety and compliance. Additionally, the strong financial position in this region and the rising investments for AI transportation is expected to fuel the regional market growth during the review period. Mexico has registered the largest market owing to the 20 billion investments for AI transportation.
The Asia Pacific is the quickest developing AI in transportation market. The monetary development and developing logistics are answerable for monstrous interest. Japan is registered the largest market for the regional AI transportation market with the growing adoption of AI technology in vehicles.
Europe is notable for its extraordinary demand for commercial transportation due to existing market players in the region. This will add to higher AI in transportation reception rate in Europe. This load of local players will observer higher productivity furring the conjecture time frame. Likewise, different locales will arise during the gauge time frame.
Major Players
The key players of the global AI in the transportation market are Daimler, Continental, Volvo, Bosch, Intel, Scania group, NVIDIA Corporation, Microsoft Corporation, Valeo SA, Alphabet Inc, and MAN SEPACCAR.
COVID 19 Impacts
We are continuously tracking the impact of the COVID-19 pandemic on various industries and verticals within all domains. Our research reports include the same and help you understand the drop and rise, owing to the impact of COVID-19 on the industries. Also, we help you to identify the gap between the demand and supply of your interested market. Moreover, the report helps you with the analysis, amended government regulations, and many other useful insights.
TABLE OF CONTENTS
1 EXECUTIVE SUMMARY 22
2 MARKET INTRODUCTION 24
2.1 DEFINITION 24
2.2 SCOPE OF THE STUDY 24
2.3 RESEARCH OBJECTIVE 24
2.4 MARKET STRUCTURE 24
3 RESEARCH METHODOLOGY 25
4 MARKET INSIGHTS 32
5 MARKET DYNAMICS 34
5.1 INTRODUCTION 34
5.2 DRIVERS 35
5.2.1 INCREASING FOCUS ON ENHANCING DRIVER AND VEHICLE SAFETY 35
5.2.2 RISING NEED FOR ENHANCED OPERATIONAL EFFICIENCY 35
5.3 RESTRAINTS 36
5.3.1 HIGH COST OF IMPLEMENTATION 36
5.3.2 LACK OF SKILLED WORKFORCE 36
5.4 OPPORTUNITY 37
5.4.1 INCREASING DEMAND FOR AI SOLUTIONS IN RAILWAY CARGO TRANSPORTATION 37
5.5 IMPACT OF COVID-19 38
5.5.1 IMPACT ON TRANSPORTATION INDUSTRY 38
5.5.2 IMPACT OF IT EXPENDITURE 38
5.5.3 IMPACT ON AUTOMATION 39
6 MARKET FACTOR ANALYSIS 40
6.1 SUPPLY CHAIN ANALYSIS 40
6.1.1 HARDWARE/SOFTWARE PROVIDERS 40
6.1.2 AI IN TRANSPORTATION VENDORS/SERVICE PROVIDERS 40
6.1.3 SYSTEM INTEGRATORS 41
6.1.4 END USERS 41
6.2 PORTER’S FIVE FORCES MODEL 41
6.2.1 THREAT OF NEW ENTRANTS 42
6.2.2 BARGAINING POWER OF SUPPLIERS 42
6.2.3 THREAT OF SUBSTITUTES 42
6.2.4 BARGAINING POWER OF BUYERS 42
6.2.5 INTENSITY OF RIVALRY 42
7 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING 43
7.1 OVERVIEW 43
7.1.1 HARDWARE 44
7.1.1.1 CPU 44
7.1.1.2 GPU 45
7.1.1.3 SENSORS 45
7.1.1.4 OTHERS 45
7.1.2 SOFTWARE 46
7.1.2.1 AI PLATFORM 46
7.1.2.2 AI SOLUTION 47
8 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY 48
8.1 OVERVIEW 48
8.1.1 DEEP LEARNING 49
8.1.2 COMPUTER VISION 49
8.1.3 NATURAL LANGUAGE PROCESSING (NLP) 49
8.1.4 CONTEXT AWARENESS 49
9 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION 50
9.1 OVERVIEW 50
9.1.1 SEMI-AUTONOMOUS TRUCK 51
9.1.2 TRUCK PLATOONING 51
9.1.3 PREDICTIVE MAINTENANCE 51
9.1.4 PRECISION & MAPPING 52
9.1.5 AUTONOMOUS TRUCK 52
9.1.6 HUMAN-MACHINE INTERFACE (HMI) 52
9.1.7 OTHERS 52
10 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY 53
10.1 OVERVIEW 53
10.1.1 5G 53
10.1.2 LTE 53
10.1.3 LPWAN 54
11 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION 55
11.1 OVERVIEW 55
11.1.1 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2018–2026 (USD MILLION) 55
11.2 NORTH AMERICA 57
11.2.1 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018–2026 (USD MILLION) 58
11.2.2 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 58
11.2.3 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 59
11.2.4 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 59
11.2.5 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 60
11.2.6 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 61
11.2.7 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 62
11.2.8 US 62
11.2.8.1 US: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 62
11.2.8.2 US: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 63
11.2.8.3 US: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 63
11.2.8.4 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 63
11.2.8.5 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 64
11.2.8.6 US AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 64
11.2.9 CANADA 65
11.2.9.1 CANADA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 65
11.2.9.2 CANADA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 65
11.2.9.3 CANADA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 65
11.2.9.4 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 66
11.2.9.5 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 66
11.2.9.6 CANADA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 67
11.2.10 MEXICO 67
11.2.10.1 MEXICO: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 67
11.2.10.2 MEXICO: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 68
11.2.10.3 MEXICO: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 68
11.2.10.4 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 68
11.2.10.5 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 69
11.2.10.6 MEXICO AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 69
11.3 ASIA-PACIFIC 70
11.3.1 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018–2026 (USD MILLION) 71
11.3.2 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 71
11.3.3 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 72
11.3.4 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 72
11.3.5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 73
11.3.6 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 74
11.3.7 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 75
11.3.8 CHINA 75
11.3.8.1 CHINA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 75
11.3.8.2 CHINA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 76
11.3.8.3 CHINA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 76
11.3.8.4 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 76
11.3.8.5 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 77
11.3.8.6 CHINA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 77
11.3.9 JAPAN 78
11.3.9.1 JAPAN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 78
11.3.9.2 JAPAN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 78
11.3.9.3 JAPAN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 78
11.3.9.4 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 79
11.3.9.5 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 79
11.3.9.6 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 80
11.3.10 REST OF ASIA-PACIFIC 80
11.3.10.1 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 80
11.3.10.2 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 81
11.3.10.3 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 81
11.3.10.4 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 81
11.3.10.5 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 82
11.3.10.6 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 82
11.3.11 INDIA 83
11.3.11.1 INDIA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 83
11.3.11.2 INDIA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 83
11.3.11.3 INDIA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 83
11.3.11.4 INDIA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 84
11.3.11.5 INDIA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 84
11.3.11.6 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 85
11.4 EUROPE 86
11.4.1 EUROPE: AI IN TRANSPORTATION MARKET, BY REGION, 2018–2026 (USD MILLION) 87
11.4.2 EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 88
11.4.3 EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 88
11.4.4 EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 88
11.4.5 EUROPE: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 89
11.4.6 EUROPE: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 90
11.4.7 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 91
11.4.8 UK 91
11.4.8.1 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 91
11.4.8.2 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 92
11.4.8.3 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 92
11.4.8.4 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 92
11.4.8.5 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 93
11.4.8.6 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 93
11.4.9 EU-27 94
11.4.9.1 EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 94
11.4.9.2 EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 94
11.4.9.3 EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 94
11.4.9.4 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 95
11.4.9.5 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 95
11.4.9.6 EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 96
11.4.9.7 GERMANY 96
11.4.9.7.1 GERMANY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 96
11.4.9.7.2 GERMANY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 97
11.4.9.7.3 GERMANY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 97
11.4.9.7.4 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 97
11.4.9.7.5 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 98
11.4.9.7.6 GERMANY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 98
11.4.9.8 FRANCE 98
11.4.9.8.1 FRANCE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 99
11.4.9.8.2 FRANCE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 99
11.4.9.8.3 FRANCE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 99
11.4.9.8.4 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 100
11.4.9.8.5 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 100
11.4.9.8.6 FRANCE AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 101
11.4.9.9 ITALY 101
11.4.9.9.1 ITALY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 101
11.4.9.9.2 ITALY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 102
11.4.9.9.3 ITALY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 102
11.4.9.9.4 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 102
11.4.9.9.5 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 103
11.4.9.9.6 ITALY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 103
11.4.9.10 SPAIN 104
11.4.9.10.1 SPAIN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 104
11.4.9.10.2 SPAIN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 104
11.4.9.10.3 SPAIN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 105
11.4.9.10.4 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 105
11.4.9.10.5 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 105
11.4.9.10.6 SPAIN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 106
11.4.9.11 REST OF EU-27 106
11.4.9.11.1 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 106
11.4.9.11.2 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 107
11.4.9.11.3 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 107
11.4.9.11.4 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 107
11.4.9.11.5 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 108
11.4.9.11.6 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 108
11.4.9.12 BELGIUM 109
11.4.9.12.1 BELGIUM: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 109
11.4.9.12.2 BELGIUM: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 109
11.4.9.12.3 BELGIUM: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 109
11.4.9.12.4 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 110
11.4.9.12.5 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 110
11.4.9.12.6 BELGIUM AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 111
11.4.9.13 THE NETHERLANDS 111
11.4.9.13.1 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 111
11.4.9.13.2 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 112
11.4.9.13.3 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 112
11.4.9.13.4 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 112
11.4.9.13.5 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 113
11.4.9.13.6 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 113
11.4.9.14 SWEDEN 114
11.4.9.14.1 SWEDEN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 114
11.4.9.14.2 SWEDEN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 114
11.4.9.14.3 SWEDEN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 114
11.4.9.14.4 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 115
11.4.9.14.5 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 115
11.4.9.14.6 SWEDEN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 116
11.4.9.15 CZECH REPUBLIC 116
11.4.9.15.1 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 116
11.4.9.15.2 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 117
11.4.9.15.3 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 117
11.4.9.15.4 ZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 117
11.4.9.15.5 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 118
11.4.9.15.6 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 118
11.5 MIDDLE EAST & AFRICA 119
11.5.1 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 119
11.5.2 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 119
11.5.3 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 120
11.5.4 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 120
11.5.5 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 121
11.5.6 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 121
11.6 SOUTH AMERICA 122
11.6.1 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 122
11.6.2 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 122
11.6.3 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 122
11.6.4 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 123
11.6.5 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 123
11.6.6 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 124
12 COMPETITVE LANDSCAPE 125
12.1 COMPETITIVE BENCHMARKING 126
12.2 VENDOR SHARE ANALYSIS 127
12.3 RECENT DEVELOPMENTS 127
12.3.1 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 127
12.3.2 ACQUISITIONS 129
12.3.3 BUSINESS EXPANSIONS 129
12.3.4 PRODUCT LAUNCHES/DEVELOPMENTS 129
13 COMPANY PROFILES 131
13.1 SIEMENS MOBILITY SOLUTIONS 131
13.1.1 COMPANY OVERVIEW 131
13.1.2 FINANCIAL OVERVIEW 132
13.1.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 132
13.1.4 KEY DEVELOPMENTS 133
13.1.5 SWOT ANALYSIS 133
13.1.6 KEY STRATEGIES 133
13.2 HUAWEI TECHNOLOGIES CO. LTD. 135
13.2.1 COMPANY OVERVIEW 135
13.2.2 FINANCIAL OVERVIEW 135
13.2.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 136
13.2.4 KEY DEVELOPMENTS 136
13.2.5 SWOT ANALYSIS 136
13.2.6 KEY STRATEGIES 137
13.3 INTEL CORPORATION 138
13.3.1 COMPANY OVERVIEW 138
13.3.2 FINANCIAL OVERVIEW 139
13.3.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 139
13.3.4 KEY DEVELOPMENTS 140
13.3.5 SWOT ANALYSIS 140
13.3.6 KEY STRATEGIES 141
13.4 NEC CORPORATION 142
13.4.1 COMPANY OVERVIEW 142
13.4.2 FINANCIAL OVERVIEW 143
13.4.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 143
13.4.4 KEY DEVELOPMENTS 144
13.4.5 SWOT ANALYSIS 144
13.4.6 KEY STRATEGIES 144
13.5 MICROSOFT CORPORATION 145
13.5.1 COMPANY OVERVIEW 145
13.5.2 FINANCIAL OVERVIEW 146
13.5.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 146
13.5.4 KEY DEVELOPMENTS 147
13.5.5 SWOT ANALYSIS 147
13.5.6 KEY STRATEGIES 147
13.6 IBM CORPORATION 148
13.6.1 COMPANY OVERVIEW 148
13.6.2 FINANCIAL OVERVIEW 149
13.6.3 PRODUCTS OFFERED 149
13.6.4 KEY DEVELOPMENTS 150
13.6.5 SWOT ANALYSIS 150
13.6.6 KEY STRATEGIES 150
13.7 ROBERT BOSCH GMBH 151
13.7.1 COMPANY OVERVIEW 151
13.7.2 FINANCIAL OVERVIEW 151
13.7.3 PRODUCTS OFFERED 152
13.7.4 KEY DEVELOPMENTS 152
13.7.5 SWOT ANALYSIS 153
13.7.6 KEY STRATEGIES 153
13.8 VALEO 154
13.8.1 COMPANY OVERVIEW 154
13.8.2 FINANCIAL OVERVIEW 154
13.8.3 PRODUCTS OFFERED 155
13.8.4 KEY DEVELOPMENTS 155
13.8.5 SWOT ANALYSIS 156
13.8.6 KEY STRATEGIES 156
13.9 DAIMLER AG 157
13.9.1 COMPANY OVERVIEW 157
13.9.2 FINANCIAL OVERVIEW 158
13.9.3 PRODUCTS OFFERED 158
13.9.4 KEY DEVELOPMENTS 159
13.9.5 SWOT ANALYSIS 159
13.9.6 KEY STRATEGIES 159
13.10 SCANIA AB 160
13.10.1 COMPANY OVERVIEW 160
13.10.2 FINANCIAL OVERVIEW 161
13.10.3 PRODUCTS OFFERED 161
13.10.4 KEY DEVELOPMENTS 162
13.10.5 SWOT ANALYSIS 162
13.10.6 KEY STRATEGIES 162
13.11 CONTINENTAL AG 163
13.11.1 COMPANY OVERVIEW 163
13.11.2 FINANCIAL OVERVIEW 164
13.11.3 PRODUCTS OFFERED 164
13.11.4 KEY DEVELOPMENTS 165
13.11.5 SWOT ANALYSIS 165
13.11.6 KEY STRATEGIES 166
13.12 MAGNA INTERNATIONAL INC. 167
13.12.1 COMPANY OVERVIEW 167
13.12.2 FINANCIAL OVERVIEW 168
13.12.3 PRODUCTS OFFERED 169
13.12.4 KEY DEVELOPMENTS 169
13.12.5 SWOT ANALYSIS 170
13.12.6 KEY STRATEGIES 170
13.13 VOLVO 171
13.13.1 COMPANY OVERVIEW 171
13.13.2 FINANCIAL OVERVIEW 171
13.13.3 PRODUCTS OFFERED 172
13.13.4 KEY DEVELOPMENTS 172
13.13.5 SWOT ANALYSIS 172
13.13.6 KEY STRATEGIES 173
13.14 ZF FRIEDRICHSHAFEN AG 174
13.14.1 COMPANY OVERVIEW 174
13.14.2 FINANCIAL OVERVIEW 175
13.14.3 PRODUCTS OFFERED 176
13.14.4 KEY DEVELOPMENTS 176
13.14.5 SWOT ANALYSIS 177
13.14.6 KEY STRATEGIES 177
13.15 NVIDIA 178
13.15.1 COMPANY OVERVIEW 178
13.15.2 FINANCIAL OVERVIEW 179
13.15.3 PRODUCTS OFFERED 179
13.15.4 KEY DEVELOPMENTS 180
13.15.5 SWOT ANALYSIS 180
13.15.6 KEY STRATEGIES 180
14 BIBLIOGRAPHY 181
?
1 EXECUTIVE SUMMARY 22
2 MARKET INTRODUCTION 24
2.1 DEFINITION 24
2.2 SCOPE OF THE STUDY 24
2.3 RESEARCH OBJECTIVE 24
2.4 MARKET STRUCTURE 24
3 RESEARCH METHODOLOGY 25
4 MARKET INSIGHTS 32
5 MARKET DYNAMICS 34
5.1 INTRODUCTION 34
5.2 DRIVERS 35
5.2.1 INCREASING FOCUS ON ENHANCING DRIVER AND VEHICLE SAFETY 35
5.2.2 RISING NEED FOR ENHANCED OPERATIONAL EFFICIENCY 35
5.3 RESTRAINTS 36
5.3.1 HIGH COST OF IMPLEMENTATION 36
5.3.2 LACK OF SKILLED WORKFORCE 36
5.4 OPPORTUNITY 37
5.4.1 INCREASING DEMAND FOR AI SOLUTIONS IN RAILWAY CARGO TRANSPORTATION 37
5.5 IMPACT OF COVID-19 38
5.5.1 IMPACT ON TRANSPORTATION INDUSTRY 38
5.5.2 IMPACT OF IT EXPENDITURE 38
5.5.3 IMPACT ON AUTOMATION 39
6 MARKET FACTOR ANALYSIS 40
6.1 SUPPLY CHAIN ANALYSIS 40
6.1.1 HARDWARE/SOFTWARE PROVIDERS 40
6.1.2 AI IN TRANSPORTATION VENDORS/SERVICE PROVIDERS 40
6.1.3 SYSTEM INTEGRATORS 41
6.1.4 END USERS 41
6.2 PORTER’S FIVE FORCES MODEL 41
6.2.1 THREAT OF NEW ENTRANTS 42
6.2.2 BARGAINING POWER OF SUPPLIERS 42
6.2.3 THREAT OF SUBSTITUTES 42
6.2.4 BARGAINING POWER OF BUYERS 42
6.2.5 INTENSITY OF RIVALRY 42
7 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING 43
7.1 OVERVIEW 43
7.1.1 HARDWARE 44
7.1.1.1 CPU 44
7.1.1.2 GPU 45
7.1.1.3 SENSORS 45
7.1.1.4 OTHERS 45
7.1.2 SOFTWARE 46
7.1.2.1 AI PLATFORM 46
7.1.2.2 AI SOLUTION 47
8 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY 48
8.1 OVERVIEW 48
8.1.1 DEEP LEARNING 49
8.1.2 COMPUTER VISION 49
8.1.3 NATURAL LANGUAGE PROCESSING (NLP) 49
8.1.4 CONTEXT AWARENESS 49
9 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION 50
9.1 OVERVIEW 50
9.1.1 SEMI-AUTONOMOUS TRUCK 51
9.1.2 TRUCK PLATOONING 51
9.1.3 PREDICTIVE MAINTENANCE 51
9.1.4 PRECISION & MAPPING 52
9.1.5 AUTONOMOUS TRUCK 52
9.1.6 HUMAN-MACHINE INTERFACE (HMI) 52
9.1.7 OTHERS 52
10 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY 53
10.1 OVERVIEW 53
10.1.1 5G 53
10.1.2 LTE 53
10.1.3 LPWAN 54
11 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION 55
11.1 OVERVIEW 55
11.1.1 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2018–2026 (USD MILLION) 55
11.2 NORTH AMERICA 57
11.2.1 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018–2026 (USD MILLION) 58
11.2.2 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 58
11.2.3 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 59
11.2.4 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 59
11.2.5 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 60
11.2.6 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 61
11.2.7 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 62
11.2.8 US 62
11.2.8.1 US: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 62
11.2.8.2 US: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 63
11.2.8.3 US: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 63
11.2.8.4 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 63
11.2.8.5 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 64
11.2.8.6 US AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 64
11.2.9 CANADA 65
11.2.9.1 CANADA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 65
11.2.9.2 CANADA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 65
11.2.9.3 CANADA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 65
11.2.9.4 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 66
11.2.9.5 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 66
11.2.9.6 CANADA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 67
11.2.10 MEXICO 67
11.2.10.1 MEXICO: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 67
11.2.10.2 MEXICO: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 68
11.2.10.3 MEXICO: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 68
11.2.10.4 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 68
11.2.10.5 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 69
11.2.10.6 MEXICO AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 69
11.3 ASIA-PACIFIC 70
11.3.1 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018–2026 (USD MILLION) 71
11.3.2 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 71
11.3.3 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 72
11.3.4 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 72
11.3.5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 73
11.3.6 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 74
11.3.7 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 75
11.3.8 CHINA 75
11.3.8.1 CHINA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 75
11.3.8.2 CHINA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 76
11.3.8.3 CHINA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 76
11.3.8.4 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 76
11.3.8.5 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 77
11.3.8.6 CHINA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 77
11.3.9 JAPAN 78
11.3.9.1 JAPAN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 78
11.3.9.2 JAPAN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 78
11.3.9.3 JAPAN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 78
11.3.9.4 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 79
11.3.9.5 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 79
11.3.9.6 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 80
11.3.10 REST OF ASIA-PACIFIC 80
11.3.10.1 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 80
11.3.10.2 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 81
11.3.10.3 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 81
11.3.10.4 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 81
11.3.10.5 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 82
11.3.10.6 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 82
11.3.11 INDIA 83
11.3.11.1 INDIA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 83
11.3.11.2 INDIA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 83
11.3.11.3 INDIA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 83
11.3.11.4 INDIA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 84
11.3.11.5 INDIA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 84
11.3.11.6 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 85
11.4 EUROPE 86
11.4.1 EUROPE: AI IN TRANSPORTATION MARKET, BY REGION, 2018–2026 (USD MILLION) 87
11.4.2 EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 88
11.4.3 EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 88
11.4.4 EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 88
11.4.5 EUROPE: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 89
11.4.6 EUROPE: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 90
11.4.7 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 91
11.4.8 UK 91
11.4.8.1 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 91
11.4.8.2 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 92
11.4.8.3 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 92
11.4.8.4 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 92
11.4.8.5 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 93
11.4.8.6 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 93
11.4.9 EU-27 94
11.4.9.1 EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 94
11.4.9.2 EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 94
11.4.9.3 EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 94
11.4.9.4 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 95
11.4.9.5 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 95
11.4.9.6 EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 96
11.4.9.7 GERMANY 96
11.4.9.7.1 GERMANY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 96
11.4.9.7.2 GERMANY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 97
11.4.9.7.3 GERMANY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 97
11.4.9.7.4 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 97
11.4.9.7.5 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 98
11.4.9.7.6 GERMANY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 98
11.4.9.8 FRANCE 98
11.4.9.8.1 FRANCE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 99
11.4.9.8.2 FRANCE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 99
11.4.9.8.3 FRANCE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 99
11.4.9.8.4 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 100
11.4.9.8.5 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 100
11.4.9.8.6 FRANCE AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 101
11.4.9.9 ITALY 101
11.4.9.9.1 ITALY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 101
11.4.9.9.2 ITALY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 102
11.4.9.9.3 ITALY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 102
11.4.9.9.4 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 102
11.4.9.9.5 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 103
11.4.9.9.6 ITALY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 103
11.4.9.10 SPAIN 104
11.4.9.10.1 SPAIN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 104
11.4.9.10.2 SPAIN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 104
11.4.9.10.3 SPAIN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 105
11.4.9.10.4 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 105
11.4.9.10.5 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 105
11.4.9.10.6 SPAIN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 106
11.4.9.11 REST OF EU-27 106
11.4.9.11.1 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 106
11.4.9.11.2 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 107
11.4.9.11.3 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 107
11.4.9.11.4 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 107
11.4.9.11.5 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 108
11.4.9.11.6 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 108
11.4.9.12 BELGIUM 109
11.4.9.12.1 BELGIUM: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 109
11.4.9.12.2 BELGIUM: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 109
11.4.9.12.3 BELGIUM: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 109
11.4.9.12.4 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 110
11.4.9.12.5 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 110
11.4.9.12.6 BELGIUM AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 111
11.4.9.13 THE NETHERLANDS 111
11.4.9.13.1 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 111
11.4.9.13.2 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 112
11.4.9.13.3 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 112
11.4.9.13.4 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 112
11.4.9.13.5 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 113
11.4.9.13.6 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 113
11.4.9.14 SWEDEN 114
11.4.9.14.1 SWEDEN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 114
11.4.9.14.2 SWEDEN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 114
11.4.9.14.3 SWEDEN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 114
11.4.9.14.4 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 115
11.4.9.14.5 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 115
11.4.9.14.6 SWEDEN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 116
11.4.9.15 CZECH REPUBLIC 116
11.4.9.15.1 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 116
11.4.9.15.2 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 117
11.4.9.15.3 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 117
11.4.9.15.4 ZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 117
11.4.9.15.5 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 118
11.4.9.15.6 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 118
11.5 MIDDLE EAST & AFRICA 119
11.5.1 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 119
11.5.2 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 119
11.5.3 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 120
11.5.4 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 120
11.5.5 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 121
11.5.6 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 121
11.6 SOUTH AMERICA 122
11.6.1 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018–2026 (USD MILLION) 122
11.6.2 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018–2026 (USD MILLION) 122
11.6.3 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018–2026 (USD MILLION) 122
11.6.4 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018–2026 (USD MILLION) 123
11.6.5 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018–2026 (USD MILLION) 123
11.6.6 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018–2026 (USD MILLION) 124
12 COMPETITVE LANDSCAPE 125
12.1 COMPETITIVE BENCHMARKING 126
12.2 VENDOR SHARE ANALYSIS 127
12.3 RECENT DEVELOPMENTS 127
12.3.1 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 127
12.3.2 ACQUISITIONS 129
12.3.3 BUSINESS EXPANSIONS 129
12.3.4 PRODUCT LAUNCHES/DEVELOPMENTS 129
13 COMPANY PROFILES 131
13.1 SIEMENS MOBILITY SOLUTIONS 131
13.1.1 COMPANY OVERVIEW 131
13.1.2 FINANCIAL OVERVIEW 132
13.1.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 132
13.1.4 KEY DEVELOPMENTS 133
13.1.5 SWOT ANALYSIS 133
13.1.6 KEY STRATEGIES 133
13.2 HUAWEI TECHNOLOGIES CO. LTD. 135
13.2.1 COMPANY OVERVIEW 135
13.2.2 FINANCIAL OVERVIEW 135
13.2.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 136
13.2.4 KEY DEVELOPMENTS 136
13.2.5 SWOT ANALYSIS 136
13.2.6 KEY STRATEGIES 137
13.3 INTEL CORPORATION 138
13.3.1 COMPANY OVERVIEW 138
13.3.2 FINANCIAL OVERVIEW 139
13.3.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 139
13.3.4 KEY DEVELOPMENTS 140
13.3.5 SWOT ANALYSIS 140
13.3.6 KEY STRATEGIES 141
13.4 NEC CORPORATION 142
13.4.1 COMPANY OVERVIEW 142
13.4.2 FINANCIAL OVERVIEW 143
13.4.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 143
13.4.4 KEY DEVELOPMENTS 144
13.4.5 SWOT ANALYSIS 144
13.4.6 KEY STRATEGIES 144
13.5 MICROSOFT CORPORATION 145
13.5.1 COMPANY OVERVIEW 145
13.5.2 FINANCIAL OVERVIEW 146
13.5.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 146
13.5.4 KEY DEVELOPMENTS 147
13.5.5 SWOT ANALYSIS 147
13.5.6 KEY STRATEGIES 147
13.6 IBM CORPORATION 148
13.6.1 COMPANY OVERVIEW 148
13.6.2 FINANCIAL OVERVIEW 149
13.6.3 PRODUCTS OFFERED 149
13.6.4 KEY DEVELOPMENTS 150
13.6.5 SWOT ANALYSIS 150
13.6.6 KEY STRATEGIES 150
13.7 ROBERT BOSCH GMBH 151
13.7.1 COMPANY OVERVIEW 151
13.7.2 FINANCIAL OVERVIEW 151
13.7.3 PRODUCTS OFFERED 152
13.7.4 KEY DEVELOPMENTS 152
13.7.5 SWOT ANALYSIS 153
13.7.6 KEY STRATEGIES 153
13.8 VALEO 154
13.8.1 COMPANY OVERVIEW 154
13.8.2 FINANCIAL OVERVIEW 154
13.8.3 PRODUCTS OFFERED 155
13.8.4 KEY DEVELOPMENTS 155
13.8.5 SWOT ANALYSIS 156
13.8.6 KEY STRATEGIES 156
13.9 DAIMLER AG 157
13.9.1 COMPANY OVERVIEW 157
13.9.2 FINANCIAL OVERVIEW 158
13.9.3 PRODUCTS OFFERED 158
13.9.4 KEY DEVELOPMENTS 159
13.9.5 SWOT ANALYSIS 159
13.9.6 KEY STRATEGIES 159
13.10 SCANIA AB 160
13.10.1 COMPANY OVERVIEW 160
13.10.2 FINANCIAL OVERVIEW 161
13.10.3 PRODUCTS OFFERED 161
13.10.4 KEY DEVELOPMENTS 162
13.10.5 SWOT ANALYSIS 162
13.10.6 KEY STRATEGIES 162
13.11 CONTINENTAL AG 163
13.11.1 COMPANY OVERVIEW 163
13.11.2 FINANCIAL OVERVIEW 164
13.11.3 PRODUCTS OFFERED 164
13.11.4 KEY DEVELOPMENTS 165
13.11.5 SWOT ANALYSIS 165
13.11.6 KEY STRATEGIES 166
13.12 MAGNA INTERNATIONAL INC. 167
13.12.1 COMPANY OVERVIEW 167
13.12.2 FINANCIAL OVERVIEW 168
13.12.3 PRODUCTS OFFERED 169
13.12.4 KEY DEVELOPMENTS 169
13.12.5 SWOT ANALYSIS 170
13.12.6 KEY STRATEGIES 170
13.13 VOLVO 171
13.13.1 COMPANY OVERVIEW 171
13.13.2 FINANCIAL OVERVIEW 171
13.13.3 PRODUCTS OFFERED 172
13.13.4 KEY DEVELOPMENTS 172
13.13.5 SWOT ANALYSIS 172
13.13.6 KEY STRATEGIES 173
13.14 ZF FRIEDRICHSHAFEN AG 174
13.14.1 COMPANY OVERVIEW 174
13.14.2 FINANCIAL OVERVIEW 175
13.14.3 PRODUCTS OFFERED 176
13.14.4 KEY DEVELOPMENTS 176
13.14.5 SWOT ANALYSIS 177
13.14.6 KEY STRATEGIES 177
13.15 NVIDIA 178
13.15.1 COMPANY OVERVIEW 178
13.15.2 FINANCIAL OVERVIEW 179
13.15.3 PRODUCTS OFFERED 179
13.15.4 KEY DEVELOPMENTS 180
13.15.5 SWOT ANALYSIS 180
13.15.6 KEY STRATEGIES 180
14 BIBLIOGRAPHY 181
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