Description
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 CONTENT
S
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
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
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
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
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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