Global AI in Transportation Market - Forecast to 2030
Market Report I 2023-11-20 I 205 Pages I Market Research Future
Global AI in Transportation Market - Forecast to 2030
Market Overview
AI in Transportation Market is anticipated to register a significant CAGR of 15.3% during the review period. Interest for AI in transportation is being driven by the requirement for increased effectiveness, security, and consumer loyalty, as well as the potential for cost savings and natural advantages.
Man-made consciousness (AI) is playing an increasingly significant job in the advancement of transportation frameworks, especially those determined by the interest for autonomous vehicles. Self-driving vehicles depend on a scope of innovations, including PC vision, machine learning, and regular language processing, to see their current circumstance, simply decide, and speak with different vehicles and infrastructure. AI is especially valuable in transportation is in predicting and managing traffic stream. By analyzing ongoing information from sensors, cameras, and different sources, AI calculations can anticipate blockage and change traffic signals and other infrastructure to enhance traffic stream.
This can assist with reducing travel times, fuel utilization, and discharges, as well as further develop security. AI is making a distinction in the improvement of autonomous vehicle control frameworks. These frameworks utilize various sensors, including lidar, radar, and cameras, to see the climate and arrive at conclusions about how to explore it. Machine learning calculations are utilized to train these frameworks to perceive items and examples in the climate, and to go with choices in view of that information.
Market Segmentation
Based on components type, the AI in Transportation market segmentation hardware and software.
Based on end user type, the AI in Transportation market segmentation includes Truck platooning, Autonomous trucks, Semi-autonomous trucks, Autonomous Cars, Human-machine interface, Predictive maintenance, and Precision and mapping.
Regional Insights
The North American region dominates this market with a huge share of 40% in 2023 and is likewise assessed to observe exemplary development with a CAGR of 13.3% during the conjecture time frame. U.S. holds the biggest market share in AI for transportation market and is supposed to dominate the market through the estimate period.
The U.S. government is effectively investing in the turn of events and reception of AI in transportation. For instance, the Division of Transportation has sent off a few initiatives, for example, the Shrewd City Challenge, which aims to advance the utilization of AI and other cutting-edge innovations in transportation.
Asia Pacific is supposed to develop at the most elevated rate because of its augmented vehicle framework and bigger populace segment. In Asia Pacific, China dominated the market with a share of over 36% in 2022. With the growing populace and urbanization, the interest in proficient transportation administrations is increasing. AI upgrades transportation benefits and works on their effectiveness, as would be considered normal to drive the interest in AI in transportation. The Chinese government has been effectively promoting the utilization of AI and other trend setting innovations in transportation, as a feature of its more extensive push towards becoming a forerunner in cutting edge industries.
Major Players
Major players in the AI in Transportation market, are Bosch, Alphabet, Daimler, Intel, Continental, Magna, Man, Nauto, NVIDIA, IBM Corporation, Microsoft, Paccar, Scania, Valeo, Xevo, ZF, Peloton, Zonar, and Volvo.
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
LIST OF TABLES
TABLE 1 MARKET SYNOPSIS 23
TABLE 2 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 44
TABLE 3 GLOBAL AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 44
TABLE 4 GLOBAL AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 46
TABLE 5 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 49
TABLE 6 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 51
TABLE 7 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 53
TABLE 8 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2018-2026 (USD MILLION) 56
TABLE 9 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2026 (USD MILLION) 58
TABLE 10 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 58
TABLE 11 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 59
TABLE 12 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 59
TABLE 13 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 60
TABLE 14 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 61
TABLE 15 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 62
TABLE 16 US AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 62
TABLE 17 US AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 63
TABLE 18 US AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 63
TABLE 19 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 63
TABLE 20 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 64
TABLE 21 US: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 64
TABLE 22 CANADA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 65
TABLE 23 CANADA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 65
TABLE 24 CANADA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 65
TABLE 25 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 66
TABLE 26 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 66
TABLE 27 CANADA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 67
TABLE 28 MEXICO AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 67
TABLE 29 MEXICO AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 68
TABLE 30 MEXICO AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 68
TABLE 31 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 68
TABLE 32 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 69
TABLE 33 MEXICO: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 69
TABLE 34 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2026 (USD MILLION) 71
TABLE 35 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 71
TABLE 36 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 72
TABLE 37 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 72
TABLE 38 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 73
TABLE 39 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 74
TABLE 40 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 75
TABLE 41 CHINA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 75
TABLE 42 CHINA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 76
TABLE 43 CHINA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 76
TABLE 44 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 76
TABLE 45 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 77
TABLE 46 CHINA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 77
TABLE 47 JAPAN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 78
TABLE 48 JAPAN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 78
TABLE 49 JAPAN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 78
TABLE 50 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 79
TABLE 51 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 79
TABLE 52 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 80
TABLE 53 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 80
TABLE 54 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 81
TABLE 55 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 81
TABLE 56 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 81
TABLE 57 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 82
TABLE 58 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 82
TABLE 59 INDIA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 83
TABLE 60 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 83
TABLE 61 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 83
TABLE 62 INDIA:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 84
TABLE 63 INDIA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 84
TABLE 64 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 85
TABLE 65 EUROPE AI IN TRANSPORTATION MARKET, BY REGION, 2018-2026 (USD MILLION) 87
TABLE 66 EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 88
TABLE 67 EUROPE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 88
TABLE 68 EUROPE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 88
TABLE 69 EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 89
TABLE 70 EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 90
TABLE 71 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 91
TABLE 72 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 91
TABLE 73 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 92
TABLE 74 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 92
TABLE 75 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 92
TABLE 76 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 93
TABLE 77 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 93
TABLE 78 EU-27 AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 94
TABLE 79 EU-27 AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 94
TABLE 80 EU-27 AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 94
TABLE 81 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 95
TABLE 82 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 95
TABLE 83 EU-27: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 96
TABLE 84 GERMANY AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 96
TABLE 85 GERMANY AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 97
TABLE 86 GERMANY AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 97
TABLE 87 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 97
TABLE 88 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 98
TABLE 89 GERMANY: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 98
TABLE 90 FRANCE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 99
TABLE 91 FRANCE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 99
TABLE 92 FRANCE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 99
TABLE 93 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 100
TABLE 94 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 100
TABLE 95 FRANCE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 101
TABLE 96 ITALY AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 101
TABLE 97 ITALY AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 102
TABLE 98 ITALY AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 102
TABLE 99 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 102
TABLE 100 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 103
TABLE 101 ITALY: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 103
TABLE 102 SPAIN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 104
TABLE 103 SPAIN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 104
TABLE 104 SPAIN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 105
TABLE 105 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 105
TABLE 106 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 105
TABLE 107 SPAIN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 106
TABLE 108 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 106
TABLE 109 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 107
TABLE 110 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 107
TABLE 111 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 107
TABLE 112 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 108
TABLE 113 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 108
TABLE 114 BELGIUM AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 109
TABLE 115 BELGIUM AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 109
TABLE 116 BELGIUM AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 109
TABLE 117 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 110
TABLE 118 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 110
TABLE 119 BELGIUM: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 111
TABLE 120 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 111
TABLE 121 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 112
TABLE 122 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 112
TABLE 123 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 112
TABLE 124 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 113
TABLE 125 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 113
TABLE 126 SWEDEN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 114
TABLE 127 SWEDEN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 114
TABLE 128 SWEDEN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 114
TABLE 129 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 115
TABLE 130 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 115
TABLE 131 SWEDEN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 116
TABLE 132 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 116
TABLE 133 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 117
TABLE 134 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 117
TABLE 135 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 117
TABLE 136 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 118
TABLE 137 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 118
TABLE 138 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 119
TABLE 139 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 119
TABLE 140 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 120
TABLE 141 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 120
TABLE 142 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 121
TABLE 143 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 121
TABLE 144 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 122
TABLE 145 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2026 (USD MILLION) 122
TABLE 146 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2026 (USD MILLION) 122
TABLE 147 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 123
TABLE 148 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 123
TABLE 149 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2026 (USD MILLION) 124
TABLE 150 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 127
TABLE 151 ACQUISITIONS 129
TABLE 152 BUSINESS EXPANSIONS 129
TABLE 153 PRODUCT LAUNCHES/DEVELOPMENTS 129
TABLE 154 SIEMENS MOBILITY SOLUTIONS: PRODUCTS/SOLUTION/SERVICES OFFERED 132
TABLE 155 SIEMENS MOBILITY SOLUTIONS: KEY DEVELOPMENTS 133
TABLE 156 HUAWEI TECHNOLOGIES CO. LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 136
TABLE 157 HUAWEI TECHNOLOGIES CO. LTD.: KEY DEVELOPMENTS 136
TABLE 158 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 139
TABLE 159 INTEL CORPORATION: KEY DEVELOPMENTS 140
TABLE 160 NEC CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 143
TABLE 161 NEC CORPORATION: KEY DEVELOPMENTS 144
TABLE 162 MICROSOFT CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 146
TABLE 163 MICROSOFT CORPORATION: KEY DEVELOPMENTS 147
TABLE 164 IBM CORPORATION: PRODUCTS OFFERED 149
TABLE 165 IBM CORPORATION.: KEY DEVELOPMENTS 150
TABLE 166 ROBERT BOSCH GMBH: PRODUCTS OFFERED 152
TABLE 167 ROBERT BOSCH GMBH: KEY DEVELOPMENTS 152
TABLE 168 VALEO: PRODUCTS OFFERED 155
TABLE 169 VALEO: KEY DEVELOPMENTS 155
TABLE 170 DAIMLER AG: PRODUCTS OFFERED 158
TABLE 171 DAIMLER AG.: KEY DEVELOPMENTS 159
TABLE 172 SCANIA AB: PRODUCTS OFFERED 161
TABLE 173 SCANIA AB.: KEY DEVELOPMENTS 162
TABLE 174 CONTINENTAL AG: PRODUCTS OFFERED 164
TABLE 175 CONTINENTAL AG.: KEY DEVELOPMENTS 165
TABLE 176 MAGNA INTERNATIONAL INC.: PRODUCTS OFFERED 169
TABLE 177 MAGNA INTERNATIONAL INC.: KEY DEVELOPMENTS 169
TABLE 178 VOLVO: PRODUCTS OFFERED 172
TABLE 179 VOLVO: KEY DEVELOPMENTS 172
TABLE 180 ZF FRIEDICHSHAFEN AG: PRODUCTS OFFERED 176
TABLE 181 ZF FRIEDICHSHAFEN AG: KEY DEVELOPMENTS 176
TABLE 182 NVIDIA: PRODUCT/SOLUTIONS.SERVICES OFFERED 179
TABLE 183 NVIDIA: KEY DEVELOPMENTS 180
LIST OF FIGURES
FIGURE 1 GLOBAL AI IN TRANSPORTATION MARKET: MARKET STRUCTURE 24
FIGURE 2 BOTTOM-UP AND TOP-DOWN APPROACHES 29
FIGURE 3 NORTH AMERICA: AI IN TRANSPORTATION MARKET SIZE (USD MILLION) & MARKET SHARE (%), BY COUNTRY (2019 & 2026) 32
FIGURE 4 EUROPE: AI IN TRANSPORTATION MARKET SIZE (USD MILLION) & MARKET SHARE (%), BY COUNTRY (2019 & 2026) 32
FIGURE 5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET SIZE (USD MILLION) & MARKET SHARE (%), BY COUNTRY (2019 & 2026) 33
FIGURE 6 MARKET DYNAMIC ANALYSIS OF THE GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN TRANSPORTATION MARKET 34
FIGURE 7 SUPPLY CHAIN ANALYSIS OF THE GLOBAL AI IN TRANSPORTATION MARKET 40
FIGURE 8 PORTER'S FIVE FORCES ANALYSIS OF THE GLOBAL AI IN TRANSPORTATION MARKET 41
FIGURE 9 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2019 (% SHARE) 43
FIGURE 10 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2019 VS 2026 (USD MILLION) 43
FIGURE 11 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019 (% SHARE) 48
FIGURE 12 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019 VS 2026 (USD MILLION) 48
FIGURE 13 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019 (% SHARE) 50
FIGURE 14 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019 VS 2026 (USD MILLION) 50
FIGURE 15 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2019 (% SHARE) 55
FIGURE 16 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2018-2026 (USD MILLION) 55
FIGURE 17 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 57
FIGURE 18 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2026 (USD MILLION) 57
FIGURE 19 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 58
FIGURE 20 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 60
FIGURE 21 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 61
FIGURE 22 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 70
FIGURE 23 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2026 (USD MILLION) 70
FIGURE 24 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 71
FIGURE 25 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 73
FIGURE 26 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 74
FIGURE 27 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 86
FIGURE 28 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2026 (USD MILLION) 87
FIGURE 29 EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2026 (USD MILLION) 87
FIGURE 30 EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2026 (USD MILLION) 89
FIGURE 31 EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2026 (USD MILLION) 90
FIGURE 32 GLOBAL AI IN TRANSPORTATION MARKET: COMPETITIVE BENCHMARKING 126
FIGURE 33 VENDOR SHARE ANALYSIS, 2019 (%) 127
FIGURE 34 SIEMENS MOBILITY SOLUTIONS: FINANCIAL OVERVIEW SNAPSHOT 132
FIGURE 35 SIEMENS MOBILITY SOLUTIONS: SWOT ANALYSIS 133
FIGURE 36 HUAWEI TECHNOLOGIES CO. LTD.: FINANCIAL OVERVIEW 135
FIGURE 37 HUAWEI TECHNOLOGIES CO. LTD.: SWOT ANALYSIS 136
FIGURE 38 INTEL CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 139
FIGURE 39 INTEL CORPORATION: SWOT ANALYSIS 140
FIGURE 40 NEC CORPORATION: FINANCIAL OVERVIEW 143
FIGURE 41 NEC CORPORATION: SWOT ANALYSIS 144
FIGURE 42 MICROSOFT CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 146
FIGURE 43 MICROSOFT CORPORATION: SWOT ANALYSIS 147
FIGURE 44 IBM CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 149
FIGURE 45 IBM CORPORATION: SWOT ANALYSIS 150
FIGURE 46 ROBERT BOSCH GMBH FINANCIAL OVERVIEW SNAPSHOT 151
FIGURE 47 ROBERT BOSCH GMBH: SWOT ANALYSIS 153
FIGURE 48 VALEO: FINANCIAL OVERVIEW SNAPSHOT 154
FIGURE 49 VALEO: SWOT ANALYSIS 156
FIGURE 50 DAIMLER AG: FINANCIAL OVERVIEW SNAPSHOT 158
FIGURE 51 DAIMLER AG: SWOT ANALYSIS 159
FIGURE 52 SCANIA AB: FINANCIAL OVERVIEW SNAPSHOT 161
FIGURE 53 SCANIA AB: SWOT ANALYSIS 162
FIGURE 54 CONTINENTAL AG: FINANCIAL OVERVIEW SNAPSHOT 164
FIGURE 55 CONTINENTAL AG: SWOT ANALYSIS 165
FIGURE 56 MAGNA INTERNATIONAL INC.: FINANCIAL OVERVIEW SNAPSHOT 168
FIGURE 57 MAGNA INTERNATIONAL INC.: SWOT ANALYSIS 170
FIGURE 58 VOLVO: FINANCIAL OVERVIEW SNAPSHOT 171
FIGURE 59 VOLVO: SWOT ANALYSIS 172
FIGURE 60 ZF FRIEDICHSHAFEN AG: FINANCIAL OVERVIEW SNAPSHOT 175
FIGURE 61 ZF FRIEDICHSHAFEN AG.: SWOT ANALYSIS 177
FIGURE 62 NVIDIA: FINANCIAL OVERVIEW SNAPSHOT 179
FIGURE 63 NVIDIA: SWOT ANALYSIS 180
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