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Report
Global AI in Transportation Market Research Report Forecast to 2027
Market Report I 2023-02-02 I 205 Pages I Market Research Future
AI in Transportation Market Forecast till 2027
Market Overview
The deployment of AI in transportation is driven by the concept of deep learning. AI has become an integral part of the autonomous vehicle industry and is essential for the operation, driving, decision-making and learning processes of transports. Self-driving trucks are rapidly adopting AI and there are many benefits of this technology. The AI in the transportation market is segmented for specific vehicles and the adoption of AI-powered vehicles can offer many features such as speech recognition, data analysis, image processing, and efficient driving in traffic conditions.
The implementation of AI in the transportation market also requires technologies such as sensors, data fusion, and collision warning systems. The growing demand for AI in transportation is expected to lead to widespread adoption of AI-powered vehicles during the forecast period, according to market analysis.
Segment Overview
The market is segmented into application, offering, ML technology, and IoT communication technology.
The AI in transportation market is segmented by application into HMI in Trucks, and Semi-Autonomous Trucks. Autonomous Trucks, Autonomous Trucks held the largest market share due to advancements in the trucking industry and growth in the logistics industry in the US. HMI is also expected to grow significantly, thanks to its high penetration across trucks compared to advanced driver-assistance systems (ADAS).
The offering segment of the AI in transportation market is divided into Hardware and Software. The software segment held the larger market share, driven by the increased use of software-as-a-service platforms in human-machine interface (HMI) applications. Hardware is further sub-segmented into Neuromorphic and Von Neumann. The software segment is further divided into Platforms and Solutions.
Regional Analysis
The AI in transportation market is divided into three major regions: Asia Pacific, Europe, and North America. North America is currently leading in terms of market value, due to its strong regulatory framework for safety and compliance. There is a projected significant growth rate in the region, with a robust financial position that is expected to result in substantial investments in AI transportation in 2023.
Mexico alone is predicted to see over 20 billion dollars in investment for AI in transportation. The Asia Pacific is the fastest-growing region for AI in transportation, with its economic growth and expanding logistics sectors driving demand. Europe, home to several top-leading commercial vehicle producers, is well known for its high demand for commercial vehicles, which will contribute to a higher adoption rate of AI in transportation in the region. All these regional players are expected to experience higher profitability during the forecast period, with additional regions potentially emerging in the future.
Major Players
The key players in the market are Siemens Mobility Solutions, VALEO, Daimler AG, Scania AB, IBM Corporation, Magna International Inc., Robert Bosch GmbH, Huawei Technologies Co. Ltd., Intel Corporation, NEC Corporation, Microsoft Corporation, Volvo, ZF Friedrichshafen AG, Continental AG, and Nvidia.
COVID 19 Impacts
The COVID-19 pandemic has greatly impacted the global markets, including the AI in transportation industry. The pandemic and economic recession have resulted in market disruptions and reduced demand. The production of AI in transportation products has also declined during this time.
The truck segment of the market has been particularly affected by the pandemic and faces significant losses. Deploying AI into transportation has become difficult due to the pandemic, including the rise in the cost of materials. These factors have negatively impacted the sales of AI in transportation during the COVID-19 period. However, the market is expected to recover post-pandemic..
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 36
5.3 RESTRAINTS 37
5.3.1 HIGH COST OF IMPLEMENTATION 37
5.3.2 LACK OF SKILLED WORKFORCE 37
5.4 OPPORTUNITY 38
5.4.1 INCREASING DEMAND FOR AI SOLUTIONS IN RAILWAY CARGO TRANSPORTATION 38
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 50
8.1.3 NATURAL LANGUAGE PROCESSING (NLP) 50
8.1.4 CONTEXT AWARENESS 50
9 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION 51
9.1 OVERVIEW 51
9.1.1 SEMI-AUTONOMOUS TRUCK 52
9.1.2 TRUCK PLATOONING 52
9.1.3 PREDICTIVE MAINTENANCE 52
9.1.4 PRECISION & MAPPING 53
9.1.5 AUTONOMOUS TRUCK 53
9.1.6 HUMAN-MACHINE INTERFACE (HMI) 53
9.1.7 OTHERS 53
10 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY 54
10.1 OVERVIEW 54
10.1.1 5G 54
10.1.2 LTE 55
10.1.3 LPWAN 55
11 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION 56
11.1 OVERVIEW 56
11.2 NORTH AMERICA 57
11.2.1 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2027 (USD MILLION) 58
11.2.2 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 59
11.2.3 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 60
11.2.4 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 60
11.2.5 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 61
11.2.6 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 62
11.2.7 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 63
11.2.8 US 63
11.2.8.1 US: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 63
11.2.8.2 US: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 64
11.2.8.3 US: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 64
11.2.8.4 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 65
11.2.8.5 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 65
11.2.8.6 US AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 66
11.2.9 CANADA 66
11.2.9.1 CANADA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 66
11.2.9.2 CANADA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 67
11.2.9.3 CANADA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 67
11.2.9.4 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 68
11.2.9.5 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 68
11.2.9.6 CANADA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 69
11.2.10 MEXICO 69
11.2.10.1 MEXICO: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 69
11.2.10.2 MEXICO: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 70
11.2.10.3 MEXICO: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 70
11.2.10.4 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 71
11.2.10.5 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 71
11.2.10.6 MEXICO AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 72
11.3 ASIA-PACIFIC 72
11.3.1 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2027 (USD MILLION) 73
11.3.2 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 74
11.3.3 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 75
11.3.4 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 75
11.3.5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 76
11.3.6 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 77
11.3.7 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 78
11.3.8 CHINA 78
11.3.8.1 CHINA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 78
11.3.8.2 CHINA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 79
11.3.8.3 CHINA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 79
11.3.8.4 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 80
11.3.8.5 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 80
11.3.8.6 CHINA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 81
11.3.9 JAPAN 81
11.3.9.1 JAPAN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 81
11.3.9.2 JAPAN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 82
11.3.9.3 JAPAN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 82
11.3.9.4 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 83
11.3.9.5 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 83
11.3.9.6 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 84
11.3.10 REST OF ASIA-PACIFIC 84
11.3.10.1 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 84
11.3.10.2 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 85
11.3.10.3 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 85
11.3.10.4 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY,
2018-2027 (USD MILLION) 86
11.3.10.5 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 86
11.3.10.6 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION
TECHNOLOGY, 2018-2027 (USD MILLION) 87
11.3.11 INDIA 87
11.3.11.1 INDIA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 87
11.3.11.2 INDIA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 88
11.3.11.3 INDIA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 88
11.3.11.4 INDIA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 89
11.3.11.5 INDIA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 89
11.3.11.6 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 90
11.4 EUROPE 91
11.4.1 EUROPE: AI IN TRANSPORTATION MARKET, BY REGION, 2018-2027 (USD MILLION) 92
11.4.2 EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 93
11.4.3 EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 94
11.4.4 EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 94
11.4.5 EUROPE: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 95
11.4.6 EUROPE: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 96
11.4.7 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 97
11.4.8 UK 97
11.4.8.1 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 97
11.4.8.2 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 98
11.4.8.3 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 98
11.4.8.4 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 99
11.4.8.5 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 99
11.4.8.6 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 100
11.4.9 EU-27 100
11.4.9.1 EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 100
11.4.9.2 EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 101
11.4.9.3 EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 101
11.4.9.4 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 102
11.4.9.5 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 102
11.4.9.6 EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 103
11.4.9.7 GERMANY 103
11.4.9.7.1 GERMANY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 103
11.4.9.7.2 GERMANY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 104
11.4.9.7.3 GERMANY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 104
11.4.9.7.4 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 105
11.4.9.7.5 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 105
11.4.9.7.6 GERMANY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 106
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11.4.9.8 FRANCE 106
11.4.9.8.1 FRANCE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 106
11.4.9.8.2 FRANCE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 107
11.4.9.8.3 FRANCE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 107
11.4.9.8.4 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 108
11.4.9.8.5 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 108
11.4.9.8.6 FRANCE AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION
TECHNOLOGY, 2018-2027 (USD MILLION) 109
11.4.9.9 ITALY 109
11.4.9.9.1 ITALY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 109
11.4.9.9.2 ITALY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 110
11.4.9.9.3 ITALY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 110
11.4.9.9.4 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 111
11.4.9.9.5 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 111
11.4.9.9.6 ITALY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 112
11.4.9.10 SPAIN 112
11.4.9.10.1 SPAIN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 112
11.4.9.10.2 SPAIN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 113
11.4.9.10.3 SPAIN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 113
11.4.9.10.4 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 114
11.4.9.10.5 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 114
11.4.9.10.6 SPAIN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 115
11.4.9.11 REST OF EU-27 115
11.4.9.11.1 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 115
11.4.9.11.2 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 116
11.4.9.11.3 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 116
11.4.9.11.4 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 117
11.4.9.11.5 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 117
11.4.9.11.6 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 118
11.4.9.12 BELGIUM 118
11.4.9.12.1 BELGIUM: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 118
11.4.9.12.2 BELGIUM: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 119
11.4.9.12.3 BELGIUM: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 119
11.4.9.12.4 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 120
11.4.9.12.5 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 120
11.4.9.12.6 BELGIUM AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 121
11.4.9.13 THE NETHERLANDS 121
11.4.9.13.1 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 121
11.4.9.13.2 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 122
11.4.9.13.3 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 122
11.4.9.13.4 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY,
2018-2027 (USD MILLION) 123
11.4.9.13.5 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 123
11.4.9.13.6 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION
TECHNOLOGY, 2018-2027 (USD MILLION) 124
11.4.9.14 SWEDEN 124
11.4.9.14.1 SWEDEN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 124
11.4.9.14.2 SWEDEN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 125
11.4.9.14.3 SWEDEN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 125
11.4.9.14.4 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 126
11.4.9.14.5 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 126
11.4.9.14.6 SWEDEN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 127
11.4.9.15 CZECH REPUBLIC 127
11.4.9.15.1 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 127
11.4.9.15.2 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 128
11.4.9.15.3 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 128
11.4.9.15.4 ZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 129
11.4.9.15.5 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 129
11.4.9.15.6 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION
TECHNOLOGY, 2018-2027 (USD MILLION) 130
11.5 MIDDLE EAST & AFRICA 131
11.5.1 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 131
11.5.2 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 131
11.5.3 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 132
11.5.4 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 132
11.5.5 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 133
11.5.6 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 133
11.6 SOUTH AMERICA 134
11.6.1 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 134
11.6.2 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 134
11.6.3 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 135
11.6.4 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 135
11.6.5 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 136
11.6.6 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY,
2018-2027 (USD MILLION) 136
12 COMPETITVE LANDSCAPE 137
12.1 COMPETITIVE BENCHMARKING 138
12.2 VENDOR SHARE ANALYSIS 139
12.3 RECENT DEVELOPMENTS 139
12.3.1 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 139
12.3.2 ACQUISITIONS 141
12.3.3 BUSINESS EXPANSIONS 141
12.3.4 PRODUCT LAUNCHES/DEVELOPMENTS 142
13 COMPANY PROFILES 144
13.1 SIEMENS MOBILITY SOLUTIONS 144
13.1.1 COMPANY OVERVIEW 144
13.1.2 FINANCIAL OVERVIEW 145
13.1.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 145
13.1.4 KEY DEVELOPMENTS 146
13.1.5 SWOT ANALYSIS 146
13.1.6 KEY STRATEGIES 147
13.2 HUAWEI TECHNOLOGIES CO. LTD. 148
13.2.1 COMPANY OVERVIEW 148
13.2.2 FINANCIAL OVERVIEW 148
13.2.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 149
13.2.4 KEY DEVELOPMENTS 149
13.2.5 SWOT ANALYSIS 150
13.2.6 KEY STRATEGIES 150
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13.3 INTEL CORPORATION 151
13.3.1 COMPANY OVERVIEW 151
13.3.2 FINANCIAL OVERVIEW 152
13.3.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 152
13.3.4 KEY DEVELOPMENTS 153
13.3.5 SWOT ANALYSIS 153
13.3.6 KEY STRATEGIES 154
13.4 NEC CORPORATION 155
13.4.1 COMPANY OVERVIEW 155
13.4.2 FINANCIAL OVERVIEW 156
13.4.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 156
13.4.4 KEY DEVELOPMENTS 157
13.4.5 SWOT ANALYSIS 157
13.4.6 KEY STRATEGIES 158
13.5 MICROSOFT CORPORATION 159
13.5.1 COMPANY OVERVIEW 159
13.5.2 FINANCIAL OVERVIEW 160
13.5.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 160
13.5.4 KEY DEVELOPMENTS 161
13.5.5 SWOT ANALYSIS 161
13.5.6 KEY STRATEGIES 161
13.6 IBM CORPORATION 162
13.6.1 COMPANY OVERVIEW 162
13.6.2 FINANCIAL OVERVIEW 163
13.6.3 PRODUCTS OFFERED 163
13.6.4 KEY DEVELOPMENTS 164
13.6.5 SWOT ANALYSIS 164
13.6.6 KEY STRATEGIES 164
13.7 ROBERT BOSCH GMBH 165
13.7.1 COMPANY OVERVIEW 165
13.7.2 FINANCIAL OVERVIEW 165
13.7.3 PRODUCTS OFFERED 166
13.7.4 KEY DEVELOPMENTS 166
13.7.5 SWOT ANALYSIS 167
13.7.6 KEY STRATEGIES 167
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13.8 VALEO 168
13.8.1 COMPANY OVERVIEW 168
13.8.2 FINANCIAL OVERVIEW 169
13.8.3 PRODUCTS OFFERED 170
13.8.4 KEY DEVELOPMENTS 170
13.8.5 SWOT ANALYSIS 171
13.8.6 KEY STRATEGIES 171
13.9 DAIMLER AG 172
13.9.1 COMPANY OVERVIEW 172
13.9.2 FINANCIAL OVERVIEW 173
13.9.3 PRODUCTS OFFERED 173
13.9.4 KEY DEVELOPMENTS 174
13.9.5 SWOT ANALYSIS 174
13.9.6 KEY STRATEGIES 174
13.10 SCANIA AB 175
13.10.1 COMPANY OVERVIEW 175
13.10.2 FINANCIAL OVERVIEW 176
13.10.3 PRODUCTS OFFERED 176
13.10.4 KEY DEVELOPMENTS 177
13.10.5 SWOT ANALYSIS 177
13.10.6 KEY STRATEGIES 177
13.11 CONTINENTAL AG 178
13.11.1 COMPANY OVERVIEW 178
13.11.2 FINANCIAL OVERVIEW 179
13.11.3 PRODUCTS OFFERED 179
13.11.4 KEY DEVELOPMENTS 180
13.11.5 SWOT ANALYSIS 180
13.11.6 KEY STRATEGIES 181
13.12 MAGNA INTERNATIONAL INC. 182
13.12.1 COMPANY OVERVIEW 182
13.12.2 FINANCIAL OVERVIEW 183
13.12.3 PRODUCTS OFFERED 184
13.12.4 KEY DEVELOPMENTS 184
13.12.5 SWOT ANALYSIS 185
13.12.6 KEY STRATEGIES 185
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13.13 VOLVO 186
13.13.1 COMPANY OVERVIEW 186
13.13.2 FINANCIAL OVERVIEW 187
13.13.3 PRODUCTS OFFERED 187
13.13.4 KEY DEVELOPMENTS 188
13.13.5 SWOT ANALYSIS 188
13.13.6 KEY STRATEGIES 188
13.14 ZF FRIEDRICHSHAFEN AG 189
13.14.1 COMPANY OVERVIEW 189
13.14.2 FINANCIAL OVERVIEW 190
13.14.3 PRODUCTS OFFERED 191
13.14.4 KEY DEVELOPMENTS 191
13.14.5 SWOT ANALYSIS 192
13.14.6 KEY STRATEGIES 192
13.15 NVIDIA 193
13.15.1 COMPANY OVERVIEW 193
13.15.2 FINANCIAL OVERVIEW 194
13.15.3 PRODUCTS OFFERED 194
13.15.4 KEY DEVELOPMENTS 195
13.15.5 SWOT ANALYSIS 195
13.15.6 KEY STRATEGIES 196
14 BIBLIOGRAPHY 197
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LIST OF TABLES
TABLE 1 MARKET SYNOPSIS 23
TABLE 2 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 44
TABLE 3 GLOBAL AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 44
TABLE 4 GLOBAL AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 46
TABLE 5 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 49
TABLE 6 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 52
TABLE 7 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 54
TABLE 8 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2018-2027 (USD MILLION) 57
TABLE 9 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2027 (USD MILLION) 58
TABLE 10 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 59
TABLE 11 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 60
TABLE 12 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 60
TABLE 13 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 61
TABLE 14 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 62
TABLE 15 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 63
TABLE 16 US AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 63
TABLE 17 US AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 64
TABLE 18 US AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 64
TABLE 19 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 65
TABLE 20 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 65
TABLE 21 US: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 66
TABLE 22 CANADA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 66
TABLE 23 CANADA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 67
TABLE 24 CANADA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 67
TABLE 25 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 68
TABLE 26 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 68
TABLE 27 CANADA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 69
TABLE 28 MEXICO AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 69
TABLE 29 MEXICO AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 70
TABLE 30 MEXICO AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 70
TABLE 31 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 71
TABLE 32 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 71
TABLE 33 MEXICO: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 72
TABLE 34 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2018-2027 (USD MILLION) 73
TABLE 35 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 74
TABLE 36 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 75
TABLE 37 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 75
TABLE 38 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 76
TABLE 39 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 77
TABLE 40 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 78
TABLE 41 CHINA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 78
TABLE 42 CHINA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 79
TABLE 43 CHINA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 79
TABLE 44 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 80
TABLE 45 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 80
TABLE 46 CHINA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 81
TABLE 47 JAPAN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 81
TABLE 48 JAPAN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 82
TABLE 49 JAPAN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 82
TABLE 50 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 83
TABLE 51 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 83
TABLE 52 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 84
TABLE 53 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 84
TABLE 54 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 85
TABLE 55 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 85
TABLE 56 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 86
TABLE 57 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 86
TABLE 58 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 87
TABLE 59 INDIA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 87
TABLE 60 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 88
TABLE 61 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 88
TABLE 62 INDIA:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 89
TABLE 63 INDIA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 89
TABLE 64 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 90
TABLE 65 EUROPE AI IN TRANSPORTATION MARKET, BY REGION, 2018-2027 (USD MILLION) 92
TABLE 66 EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 93
TABLE 67 EUROPE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 94
TABLE 68 EUROPE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 94
TABLE 69 EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 95
TABLE 70 EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 96
TABLE 71 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 97
TABLE 72 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 97
TABLE 73 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 98
TABLE 74 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 98
TABLE 75 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 99
TABLE 76 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 99
TABLE 77 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 100
TABLE 78 EU-27 AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 100
TABLE 79 EU-27 AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 101
TABLE 80 EU-27 AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 101
TABLE 81 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 102
TABLE 82 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 102
TABLE 83 EU-27: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 103
TABLE 84 GERMANY AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 103
TABLE 85 GERMANY AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 104
TABLE 86 GERMANY AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 104
TABLE 87 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 105
TABLE 88 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 105
TABLE 89 GERMANY: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 106
TABLE 90 FRANCE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 106
TABLE 91 FRANCE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 107
TABLE 92 FRANCE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 107
TABLE 93 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 108
TABLE 94 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 108
TABLE 95 FRANCE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 109
TABLE 96 ITALY AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 109
TABLE 97 ITALY AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 110
TABLE 98 ITALY AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 110
TABLE 99 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 111
TABLE 100 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 111
TABLE 101 ITALY: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 112
TABLE 102 SPAIN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 112
TABLE 103 SPAIN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 113
TABLE 104 SPAIN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 113
TABLE 105 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 114
TABLE 106 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 114
TABLE 107 SPAIN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 115
TABLE 108 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 115
TABLE 109 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 116
TABLE 110 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 116
TABLE 111 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 117
TABLE 112 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 117
TABLE 113 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 118
TABLE 114 BELGIUM AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 118
TABLE 115 BELGIUM AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 119
TABLE 116 BELGIUM AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 119
TABLE 117 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 120
TABLE 118 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 120
TABLE 119 BELGIUM: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 121
TABLE 120 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 121
TABLE 121 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 122
TABLE 122 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 122
TABLE 123 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 123
TABLE 124 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 123
TABLE 125 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 124
TABLE 126 SWEDEN AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 124
TABLE 127 SWEDEN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 125
TABLE 128 SWEDEN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 125
TABLE 129 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 126
TABLE 130 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 126
TABLE 131 SWEDEN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 127
TABLE 132 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 127
TABLE 133 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 128
TABLE 134 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 128
TABLE 135 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 129
TABLE 136 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 129
TABLE 137 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 130
TABLE 138 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 131
TABLE 139 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 131
TABLE 140 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 132
TABLE 141 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 132
TABLE 142 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 133
TABLE 143 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 133
TABLE 144 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 134
TABLE 145 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2018-2027 (USD MILLION) 134
TABLE 146 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2018-2027 (USD MILLION) 135
TABLE 147 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 135
TABLE 148 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 136
TABLE 149 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2018-2027 (USD MILLION) 136
TABLE 150 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 139
TABLE 151 ACQUISITIONS 141
TABLE 152 BUSINESS EXPANSIONS 141
TABLE 153 PRODUCT LAUNCHES/DEVELOPMENTS 142
TABLE 154 SIEMENS MOBILITY SOLUTIONS: PRODUCTS/SOLUTION/SERVICES OFFERED 145
TABLE 155 SIEMENS MOBILITY SOLUTIONS: KEY DEVELOPMENTS 146
TABLE 156 HUAWEI TECHNOLOGIES CO. LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 149
TABLE 157 HUAWEI TECHNOLOGIES CO. LTD.: KEY DEVELOPMENTS 149
TABLE 158 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 152
TABLE 159 INTEL CORPORATION: KEY DEVELOPMENTS 153
TABLE 160 NEC CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 156
TABLE 161 NEC CORPORATION: KEY DEVELOPMENTS 157
TABLE 162 MICROSOFT CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 160
TABLE 163 MICROSOFT CORPORATION: KEY DEVELOPMENTS 161
TABLE 164 IBM CORPORATION: PRODUCTS OFFERED 163
TABLE 165 IBM CORPORATION.: KEY DEVELOPMENTS 164
TABLE 166 ROBERT BOSCH GMBH: PRODUCTS OFFERED 166
TABLE 167 ROBERT BOSCH GMBH: KEY DEVELOPMENTS 166
TABLE 168 VALEO: PRODUCTS OFFERED 170
TABLE 169 VALEO: KEY DEVELOPMENTS 170
TABLE 170 DAIMLER AG: PRODUCTS OFFERED 173
TABLE 171 DAIMLER AG.: KEY DEVELOPMENTS 174
TABLE 172 SCANIA AB: PRODUCTS OFFERED 176
TABLE 173 SCANIA AB.: KEY DEVELOPMENTS 177
TABLE 174 CONTINENTAL AG: PRODUCTS OFFERED 179
TABLE 175 CONTINENTAL AG.: KEY DEVELOPMENTS 180
TABLE 176 MAGNA INTERNATIONAL INC.: PRODUCTS OFFERED 184
TABLE 177 MAGNA INTERNATIONAL INC.: KEY DEVELOPMENTS 184
TABLE 178 VOLVO: PRODUCTS OFFERED 187
TABLE 179 VOLVO: KEY DEVELOPMENTS 188
TABLE 180 ZF FRIEDICHSHAFEN AG: PRODUCTS OFFERED 191
TABLE 181 ZF FRIEDICHSHAFEN AG: KEY DEVELOPMENTS 191
TABLE 182 NVIDIA: PRODUCT/SOLUTIONS.SERVICES OFFERED 194
TABLE 183 NVIDIA: KEY DEVELOPMENTS 195
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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 (2020 & 2027) 32
FIGURE 4 EUROPE: AI IN TRANSPORTATION MARKET SIZE (USD MILLION) & MARKET SHARE (%), BY COUNTRY (2020 & 2027) 32
FIGURE 5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET SIZE (USD MILLION) & MARKET SHARE (%), BY COUNTRY (2020 & 2027) 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, 2020 VS 2027 (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, 2020 VS 2027 (USD MILLION) 49
FIGURE 13 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019 (% SHARE) 51
FIGURE 14 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020 VS 2027 (USD MILLION) 51
FIGURE 15 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2019 (% SHARE) 56
FIGURE 16 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2020 VS 2027 (USD MILLION) 56
FIGURE 17 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 57
FIGURE 18 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2020 VS 2027 (USD MILLION) 58
FIGURE 19 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 59
FIGURE 20 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 61
FIGURE 21 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 62
FIGURE 22 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 72
FIGURE 23 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2020 VS 2027 (USD MILLION) 73
FIGURE 24 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 74
FIGURE 25 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 76
FIGURE 26 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 77
FIGURE 27 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019 (% SHARE) 91
FIGURE 28 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2020 VS 2027 (USD MILLION) 92
FIGURE 29 EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2018-2027 (USD MILLION) 93
FIGURE 30 EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2018-2027 (USD MILLION) 95
FIGURE 31 EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2018-2027 (USD MILLION) 96
FIGURE 32 GLOBAL AI IN TRANSPORTATION MARKET: COMPETITIVE BENCHMARKING 138
FIGURE 33 VENDOR SHARE ANALYSIS, 2020 (%) 139
FIGURE 34 SIEMENS MOBILITY SOLUTIONS: FINANCIAL OVERVIEW SNAPSHOT 145
FIGURE 35 SIEMENS MOBILITY SOLUTIONS: SWOT ANALYSIS 146
FIGURE 36 HUAWEI TECHNOLOGIES CO. LTD.: FINANCIAL OVERVIEW 148
FIGURE 37 HUAWEI TECHNOLOGIES CO. LTD.: SWOT ANALYSIS 150
FIGURE 38 INTEL CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 152
FIGURE 39 INTEL CORPORATION: SWOT ANALYSIS 153
FIGURE 40 NEC CORPORATION: FINANCIAL OVERVIEW 156
FIGURE 41 NEC CORPORATION: SWOT ANALYSIS 157
FIGURE 42 MICROSOFT CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 160
FIGURE 43 MICROSOFT CORPORATION: SWOT ANALYSIS 161
FIGURE 44 IBM CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 163
FIGURE 45 IBM CORPORATION: SWOT ANALYSIS 164
FIGURE 46 ROBERT BOSCH GMBH FINANCIAL OVERVIEW SNAPSHOT 165
FIGURE 47 ROBERT BOSCH GMBH: SWOT ANALYSIS 167
FIGURE 48 VALEO: FINANCIAL OVERVIEW SNAPSHOT 169
FIGURE 49 VALEO: SWOT ANALYSIS 171
FIGURE 50 DAIMLER AG: FINANCIAL OVERVIEW SNAPSHOT 173
FIGURE 51 DAIMLER AG: SWOT ANALYSIS 174
FIGURE 52 SCANIA AB: FINANCIAL OVERVIEW SNAPSHOT 176
FIGURE 53 SCANIA AB: SWOT ANALYSIS 177
FIGURE 54 CONTINENTAL AG: FINANCIAL OVERVIEW SNAPSHOT 179
FIGURE 55 CONTINENTAL AG: SWOT ANALYSIS 180
FIGURE 56 MAGNA INTERNATIONAL INC.: FINANCIAL OVERVIEW SNAPSHOT 183
FIGURE 57 MAGNA INTERNATIONAL INC.: SWOT ANALYSIS 185
FIGURE 58 VOLVO: FINANCIAL OVERVIEW SNAPSHOT 187
FIGURE 59 VOLVO: SWOT ANALYSIS 188
FIGURE 60 ZF FRIEDICHSHAFEN AG: FINANCIAL OVERVIEW SNAPSHOT 190
FIGURE 61 ZF FRIEDICHSHAFEN AG.: SWOT ANALYSIS 192
FIGURE 62 NVIDIA: FINANCIAL OVERVIEW SNAPSHOT 194
FIGURE 63 NVIDIA: SWOT ANALYSIS 195
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