交通市場におけるAI : 2030年までの予測

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