AI in Transportation Market Research Report β€” Global Forecast till 2032

AI in Transportation Market Research Report Information by Offering (Hardware {CPU, GPU, Sensors, Others}, Services, Software {AI Platforms, AI Solutions}), By IoT Communication Technology (Cellular, LPWAN, LoRaWAN, Z-Wave, Zigbee, NFC, Bluetooth, Others), By Application (Autonomous Truck, Semi-autonomous Truck, Truck Platooning, Human-Machine Interface (HMI), Predictive Maintenance, Precision & Mapping, Traffic Detection, Computer Vision-Powered Parking Management, Road Condition Monitoring, Automatic Traffic Incident Detection, Driver Mon

ID: MRFR/ICT/5210-CR | 128 Pages | Author: Ankit Gupta | January 2024         

TABLE OF CONTENTS

1 EXECUTIVE SUMMARY 20

2 MARKET INTRODUCTION 22

2.1 DEFINITION 22

2.2 SCOPE OF THE STUDY 22

2.3 RESEARCH OBJECTIVE 22

2.4 MARKET STRUCTURE 23

3 RESEARCH METHODOLOGY 24

4 MARKET DYNAMICS 31

4.1 INTRODUCTION 31

4.2 DRIVERS 32

4.2.1 INCREASING FOCUS ON ENHANCING DRIVER AND VEHICLE SAFETY 32

4.2.2 RISING NEED FOR ENHANCED OPERATIONAL EFFICIENCY 32

4.3 RESTRAINTS 33

4.3.1 HIGH COST OF IMPLEMENTATION 33

4.3.2 LACK OF SKILLED WORKFORCE 33

4.4 OPPORTUNITY 34

4.4.1 INCREASING DEMAND FOR AI SOLUTIONS IN RAILWAY CARGO TRANSPORTATION 34

4.5 IMPACT OF COVID-19 35

4.5.1 IMPACT ON TRANSPORTATION INDUSTRY 35

4.5.2 DECREASE IN IT RESEARCH AND DEVELOPMENT SPENDING DUE TO ECONOMIC DOWNTURN 35

4.5.3 IMPACT ON TRANSPORTATION INDUSTRY 36

5 MARKET FACTOR ANALYSIS 37

5.1 SUPPLY CHAIN ANALYSIS 37

5.1.1 HARDWARE/SOFTWARE PROVIDERS 37

5.1.2 AI IN TRANSPORTATION VENDORS/SERVICE PROVIDERS 37

5.1.3 SYSTEM INTEGRATORS 38

5.1.4 END USERS 38

5.2 PORTER’S FIVE FORCES MODEL 38

5.2.1 THREAT OF NEW ENTRANTS 39

5.2.2 BARGAINING POWER OF SUPPLIERS 39

5.2.3 THREAT OF SUBSTITUTES 39

5.2.4 BARGAINING POWER OF BUYERS 39

5.2.5 INTENSITY OF RIVALRY 39

5.3 TECHNOLOGICAL TRENDS 40

5.3.1 AUTONOMOUS VEHICLES 40

5.3.2 SMART TRAFFIC MANAGEMENT 40

5.3.3 URBAN AIR MOBILITY (UAM) 40

5.4 MARKET SWOT ANALYSIS 41

5.5 MARKET PESTLE ANALYSIS 41

5.5.1 POLITICAL FACTORS 41

5.5.2 ECONOMIC FACTORS 41

5.5.3 SOCIAL FACTORS 41

5.5.4 TECHNOLOGICAL FACTORS 41

5.5.5 ENVIRONMENTAL FACTORS 42

5.5.6 LEGAL FACTORS 42

5.6 REGULATORY FRAMEWORK 42

5.6.1 GOVERNMENT POLICIES AND REGULATIONS 42

5.6.2 SAFETY STANDARDS AND CERTIFICATION 42

5.6.3 DATA PRIVACY AND SECURITY 42

5.6.4 LIABILITY AND RESPONSIBILITY 42

5.6.5 ETHICAL CONSIDERATIONS 42

6 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING 43

6.1 OVERVIEW 43

6.1.1 HARDWARE 44

6.1.1.1 CPU 44

6.1.1.2 GPU 45

6.1.1.3 SENSORS 45

6.1.1.4 OTHERS 45

6.1.2 SERVICES 46

6.1.3 SOFTWARE 46

6.1.3.1 AI PLATFORM 47

6.1.3.2 AI SOLUTION 47

7 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY 48

7.1 OVERVIEW 48

7.1.1 DEEP LEARNING 49

7.1.2 COMPUTER VISION 49

7.1.3 NATURAL LANGUAGE PROCESSING (NLP) 49

7.1.4 CONTEXT AWARENESS 49

8 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION 50

8.1 OVERVIEW 50

8.1.1 AUTONOMOUS TRUCK 52

8.1.2 SEMI-AUTONOMOUS TRUCK 52

8.1.3 TRUCK PLATOONING 52

8.1.4 HUMAN-MACHINE INTERFACE (HMI) 52

8.1.5 PREDICTIVE MAINTENANCE 52

8.1.6 PRECISION & MAPPING 52

8.1.7 TRAFFIC DETECTION 53

8.1.8 COMPUTER VISION-POWERED PARKING MANAGEMENT 53

8.1.9 ROAD CONDITION MONITORING 53

8.1.10 AUTOMATIC TRAFFIC INCIDENT DETECTION 53

8.1.11 DRIVER MONITORING 53

8.1.12 OTHERS 53

9 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY 54

9.1 OVERVIEW 54

9.1.1 CELLULAR 55

9.1.2 LPWAN 55

9.1.3 LORAWAN 55

9.1.4 NFC 56

9.1.5 BLUETOOTH 56

9.1.6 ZIGBEE 56

9.1.7 Z-WAVE 56

9.1.8 OTHERS 56

10 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION 57

10.1 OVERVIEW 57

10.1.1 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2019–2032 (USD MILLION) 57

10.2 NORTH AMERICA 59

10.2.1 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 60

10.2.2 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 60

10.2.3 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 60

10.2.4 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 61

10.2.5 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 61

10.2.6 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 62

10.2.7 US 63

10.2.7.1 US: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 63

10.2.7.2 US: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 63

10.2.7.3 US: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 63

10.2.7.4 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 64

10.2.7.5 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 64

10.2.8 CANADA 65

10.2.8.1 CANADA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 65

10.2.8.2 CANADA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 65

10.2.8.3 CANADA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 66

10.2.8.4 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 66

10.2.8.5 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 67

10.2.9 MEXICO 68

10.2.9.1 MEXICO: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 68

10.2.9.2 MEXICO: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 68

10.2.9.3 MEXICO: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 68

10.2.9.4 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 69

10.2.9.5 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 69

10.3 EUROPE 71

10.3.1 EUROPE: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 72

10.3.2 EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 72

10.3.3 EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 73

10.3.4 EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 73

10.3.5 EUROPE: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 73

10.3.6 EUROPE: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 74

10.3.6.1 GERMANY 75

10.3.6.1.1 GERMANY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 75

10.3.6.1.2 GERMANY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 75

10.3.6.1.3 GERMANY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 75

10.3.6.1.4 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 76

10.3.6.1.5 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 76

10.3.7 UK 77

10.3.7.1 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 77

10.3.7.2 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 78

10.3.7.3 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 78

10.3.7.4 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 78

10.3.7.5 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 79

10.3.7.6 FRANCE 80

10.3.7.6.1 FRANCE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 80

10.3.7.6.2 FRANCE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 80

10.3.7.6.3 FRANCE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 80

10.3.7.6.4 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 81

10.3.7.6.5 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 81

10.3.7.7 SPAIN 82

10.3.7.7.1 SPAIN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 82

10.3.7.7.2 SPAIN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 83

10.3.7.7.3 SPAIN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 83

10.3.7.7.4 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 83

10.3.7.7.5 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 84

10.3.7.8 REST OF EUROPE 85

10.3.7.8.1 REST OF EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 85

10.3.7.8.2 REST OF EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 85

10.3.7.8.3 REST OF EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 86

10.3.7.8.4 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 86

10.3.7.8.5 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 87

10.4 ASIA-PACIFIC 88

10.4.1 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 89

10.4.2 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 89

10.4.3 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 89

10.4.4 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 90

10.4.5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 90

10.4.6 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 91

10.4.7 CHINA 92

10.4.7.1 CHINA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 92

10.4.7.2 CHINA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 92

10.4.7.3 CHINA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 92

10.4.7.4 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 93

10.4.7.5 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 93

10.4.8 JAPAN 94

10.4.8.1 JAPAN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 94

10.4.8.2 JAPAN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 94

10.4.8.3 JAPAN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 96

10.4.8.4 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 96

10.4.8.5 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 97

10.4.9 INDIA 98

10.4.9.1 INDIA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 98

10.4.9.2 INDIA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 98

10.4.9.3 INDIA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 98

10.4.9.4 INDIA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 99

10.4.9.5 INDIA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 99

10.4.10 REST OF APAC 100

10.4.10.1 REST OF APAC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 100

10.4.10.2 REST OF APAC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 101

10.4.10.3 REST OF APAC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 101

10.4.10.4 REST OF APAC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 101

10.4.10.5 REST OF APAC:AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 102

10.5 MIDDLE EAST & AFRICA 103

10.5.1 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 103

10.5.2 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 103

10.5.3 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 103

10.5.4 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 104

10.5.5 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 104

10.6 SOUTH AMERICA 106

10.6.1 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 106

10.6.2 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 106

10.6.3 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 106

10.6.4 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 107

10.6.5 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 107

11 COMPETITVE LANDSCAPE 109

11.1 COMPETITIVE BENCHMARKING 110

11.2 VENDOR SHARE ANALYSIS 111

11.3 RECENT DEVELOPMENTS 111

11.3.1 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 111

11.3.2 ACQUISITIONS 115

11.3.3 BUSINESS EXPANSIONS 115

11.3.4 PRODUCT LAUNCHES/DEVELOPMENTS 116

12 COMPANY PROFILES 119

12.1 SIEMENS MOBILITY SOLUTIONS 119

12.1.1 COMPANY OVERVIEW 119

12.1.2 FINANCIAL OVERVIEW 120

12.1.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 120

12.1.4 KEY DEVELOPMENTS 121

12.1.5 SWOT ANALYSIS 122

12.1.6 KEY STRATEGIES 122

12.2 HUAWEI TECHNOLOGIES CO. LTD. 123

12.2.1 COMPANY OVERVIEW 123

12.2.2 FINANCIAL OVERVIEW 124

12.2.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 124

12.2.4 KEY DEVELOPMENTS 126

12.2.5 SWOT ANALYSIS 126

12.2.6 KEY STRATEGIES 127

12.3 INTEL CORPORATION 128

12.3.1 COMPANY OVERVIEW 128

12.3.2 FINANCIAL OVERVIEW 129

12.3.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 129

12.3.4 KEY DEVELOPMENTS 130

12.3.5 SWOT ANALYSIS 131

12.3.6 KEY STRATEGIES 131

12.4 NEC CORPORATION 132

12.4.1 COMPANY OVERVIEW 132

12.4.2 FINANCIAL OVERVIEW 133

12.4.3 PRODUCTS/SERVICES/SOLUTIONS OFFERED 133

12.4.4 KEY DEVELOPMENTS 134

12.4.5 SWOT ANALYSIS 135

12.4.6 KEY STRATEGIES 135

12.5 MICROSOFT 136

12.5.1 COMPANY OVERVIEW 136

12.5.2 FINANCIAL OVERVIEW 137

12.5.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 137

12.5.4 KEY DEVELOPMENTS 138

12.5.5 SWOT ANALYSIS 138

12.5.6 KEY STRATEGIES 139

12.6 IBM CORPORATION 140

12.6.1 COMPANY OVERVIEW 140

12.6.2 FINANCIAL OVERVIEW 141

12.6.3 PRODUCTS OFFERED 141

12.6.4 KEY DEVELOPMENTS 142

12.6.5 SWOT ANALYSIS 143

12.6.6 KEY STRATEGIES 143

12.7 ROBERT BOSCH GMBH 144

12.7.1 COMPANY OVERVIEW 144

12.7.2 FINANCIAL OVERVIEW 144

12.7.3 PRODUCTS OFFERED 145

12.7.4 KEY DEVELOPMENTS 145

12.7.5 SWOT ANALYSIS 146

12.7.6 KEY STRATEGIES 146

12.8 VALEO 147

12.8.1 COMPANY OVERVIEW 147

12.8.2 FINANCIAL OVERVIEW 148

12.8.3 PRODUCTS OFFERED 148

12.8.4 KEY DEVELOPMENTS 149

12.8.5 SWOT ANALYSIS 149

12.8.6 KEY STRATEGIES 150

12.9 DAIMLER AG 151

12.9.1 COMPANY OVERVIEW 151

12.9.2 FINANCIAL OVERVIEW 152

12.9.3 PRODUCTS OFFERED 153

12.9.4 KEY DEVELOPMENTS 153

12.9.5 SWOT ANALYSIS 154

12.9.6 KEY STRATEGIES 154

12.10 SCANIA AB 155

12.10.1 COMPANY OVERVIEW 155

12.10.2 FINANCIAL OVERVIEW 156

12.10.3 PRODUCTS OFFERED 156

12.10.4 KEY DEVELOPMENTS 157

12.10.5 SWOT ANALYSIS 157

12.10.6 KEY STRATEGIES 158

12.11 CONTINENTAL AG 159

12.11.1 COMPANY OVERVIEW 159

12.11.2 FINANCIAL OVERVIEW 160

12.11.3 PRODUCTS OFFERED 160

12.11.4 KEY DEVELOPMENTS 161

12.11.5 SWOT ANALYSIS 162

12.11.6 KEY STRATEGIES 162

12.12 MAGNA INTERNATIONAL INC. 163

12.12.1 COMPANY OVERVIEW 163

12.12.2 FINANCIAL OVERVIEW 164

12.12.3 PRODUCTS OFFERED 164

12.12.4 KEY DEVELOPMENTS 165

12.12.5 SWOT ANALYSIS 166

12.12.6 KEY STRATEGIES 166

12.13 VOLVO 167

12.13.1 COMPANY OVERVIEW 167

12.13.2 FINANCIAL OVERVIEW 168

12.13.3 PRODUCTS OFFERED 168

12.13.4 KEY DEVELOPMENTS 169

12.13.5 SWOT ANALYSIS 169

12.13.6 KEY STRATEGIES 170

12.14 ZF FRIEDRICHSHAFEN AG 171

12.14.1 COMPANY OVERVIEW 171

12.14.2 FINANCIAL OVERVIEW 172

12.14.3 PRODUCTS OFFERED 173

12.14.4 KEY DEVELOPMENTS 173

12.14.5 SWOT ANALYSIS 174

12.14.6 KEY STRATEGIES 174

12.15 NVIDIA 175

12.15.1 COMPANY OVERVIEW 175

12.15.2 FINANCIAL OVERVIEW 176

12.15.3 PRODUCTS OFFERED 176

12.15.4 KEY DEVELOPMENTS 178

12.15.5 SWOT ANALYSIS 179

12.15.6 KEY STRATEGIES 179

LIST OF TABLES

TABLE 1 MARKET SYNOPSIS 21

TABLE 2 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 44

TABLE 3 GLOBAL AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 44

TABLE 4 GLOBAL AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 46

TABLE 5 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 49

TABLE 6 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 51

TABLE 7 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 55

TABLE 8 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2019–2032 (USD MILLION) 58

TABLE 9 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 60

TABLE 10 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 60

TABLE 11 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 60

TABLE 12 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 61

TABLE 13 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 61

TABLE 14 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 62

TABLE 15 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 62

TABLE 16 US AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 63

TABLE 17 US AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 63

TABLE 18 US AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 63

TABLE 19 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 64

TABLE 20 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 64

TABLE 21 US: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 65

TABLE 22 CANADA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 65

TABLE 23 CANADA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 65

TABLE 24 CANADA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 66

TABLE 25 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 66

TABLE 26 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 67

TABLE 27 CANADA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 67

TABLE 28 MEXICO AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 68

TABLE 29 MEXICO AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 68

TABLE 30 MEXICO AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 68

TABLE 31 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 69

TABLE 32 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 69

TABLE 33 MEXICO: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 70

TABLE 34 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 72

TABLE 35 EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 72

TABLE 36 EUROPE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 73

TABLE 37 EUROPE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 73

TABLE 38 EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 73

TABLE 39 EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 74

TABLE 40 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 74

TABLE 41 GERMANY AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 75

TABLE 42 GERMANY AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 75

TABLE 43 GERMANY AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 75

TABLE 44 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 76

TABLE 45 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 76

TABLE 46 GERMANY: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 77

TABLE 47 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 77

TABLE 48 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 78

TABLE 49 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 78

TABLE 50 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 78

TABLE 51 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 79

TABLE 52 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 79

TABLE 53 FRANCE AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 80

TABLE 54 FRANCE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 80

TABLE 55 FRANCE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 80

TABLE 56 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 81

TABLE 57 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 81

TABLE 58 FRANCE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 82

TABLE 59 SPAIN AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 82

TABLE 60 SPAIN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 83

TABLE 61 SPAIN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 83

TABLE 62 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 83

TABLE 63 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 84

TABLE 64 SPAIN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 84

TABLE 65 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 85

TABLE 66 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 85

TABLE 67 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 86

TABLE 68 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 86

TABLE 69 REST OF EUROPE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 87

TABLE 70 REST OF EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 87

TABLE 71 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 89

TABLE 72 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 89

TABLE 73 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 89

TABLE 74 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 90

TABLE 75 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 90

TABLE 76 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 91

TABLE 77 AISA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 91

TABLE 78 CHINA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 92

TABLE 79 CHINA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 92

TABLE 80 CHINA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 92

TABLE 81 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 93

TABLE 82 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 93

TABLE 83 CHINA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 94

TABLE 84 JAPAN AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 94

TABLE 85 JAPAN AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 94

TABLE 86 JAPAN AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 96

TABLE 87 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 96

TABLE 88 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 97

TABLE 89 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 97

TABLE 90 INDIA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 98

TABLE 91 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 98

TABLE 92 INDIA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 98

TABLE 93 INDIA:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 99

TABLE 94 INDIA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 99

TABLE 95 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 100

TABLE 96 REST OF APAC:AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 100

TABLE 97 REST OF APAC:AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 101

TABLE 98 REST OF APAC:AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 101

TABLE 99 REST OF APAC:AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 101

TABLE 100 REST OF APAC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 102

TABLE 101 REST OF APAC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 102

TABLE 102 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 103

TABLE 103 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 103

TABLE 104 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 103

TABLE 105 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 104

TABLE 106 MIDDLE EAST & AFRICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 104

TABLE 107 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 105

TABLE 108 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY OFFERING, 2019–2032 (USD MILLION) 106

TABLE 109 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY HARDWARE, 2019–2032 (USD MILLION) 106

TABLE 110 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2019–2032 (USD MILLION) 106

TABLE 111 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2019–2032 (USD MILLION) 107

TABLE 112 SOUTH AMERICA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2019–2032 (USD MILLION) 107

TABLE 113 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2019–2032 (USD MILLION) 108

TABLE 114 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 111

TABLE 115 ACQUISITIONS 115

TABLE 116 BUSINESS EXPANSIONS 115

TABLE 117 PRODUCT LAUNCHES/DEVELOPMENTS 116

TABLE 118 SIEMENS MOBILITY SOLUTIONS: PRODUCTS/SOLUTION/SERVICES OFFERED 120

TABLE 119 SIEMENS MOBILITY SOLUTIONS: KEY DEVELOPMENTS 121

TABLE 120 HUAWEI TECHNOLOGIES CO. LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 124

TABLE 121 HUAWEI TECHNOLOGIES CO. LTD.: KEY DEVELOPMENTS 126

TABLE 122 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 129

TABLE 123 INTEL CORPORATION: KEY DEVELOPMENTS 130

TABLE 124 NEC CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 133

TABLE 125 NEC CORPORATION: KEY DEVELOPMENTS 134

TABLE 126 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 137

TABLE 127 MICROSOFT: KEY DEVELOPMENTS 138

TABLE 128 IBM CORPORATION: PRODUCTS OFFERED 141

TABLE 129 IBM CORPORATION.: KEY DEVELOPMENTS 142

TABLE 130 ROBERT BOSCH GMBH: PRODUCTS OFFERED 145

TABLE 131 ROBERT BOSCH GMBH: KEY DEVELOPMENTS 145

TABLE 132 VALEO: PRODUCTS OFFERED 148

TABLE 133 VALEO: KEY DEVELOPMENTS 149

TABLE 134 DAIMLER AG: PRODUCTS OFFERED 153

TABLE 135 DAIMLER AG.: KEY DEVELOPMENTS 153

TABLE 136 SCANIA AB: PRODUCTS OFFERED 156

TABLE 137 SCANIA AB.: KEY DEVELOPMENTS 157

TABLE 138 CONTINENTAL AG: PRODUCTS OFFERED 160

TABLE 139 CONTINENTAL AG.: KEY DEVELOPMENTS 161

TABLE 140 MAGNA INTERNATIONAL INC.: PRODUCTS OFFERED 164

TABLE 141 MAGNA INTERNATIONAL INC.: KEY DEVELOPMENTS 165

TABLE 142 VOLVO: PRODUCTS OFFERED 168

TABLE 143 VOLVO: KEY DEVELOPMENTS 169

TABLE 144 ZF FRIEDICHSHAFEN AG: PRODUCTS OFFERED 173

TABLE 145 ZF FRIEDICHSHAFEN AG: KEY DEVELOPMENTS 173

TABLE 146 NVIDIA: PRODUCT/SOLUTIONS.SERVICES OFFERED 176

TABLE 147 NVIDIA: KEY DEVELOPMENTS 178

LIST OF FIGURES

FIGURE 1 GLOBAL AI IN TRANSPORTATION MARKET: MARKET STRUCTURE 23

FIGURE 2 BOTTOM-UP AND TOP-DOWN APPROACHES 28

FIGURE 3 MARKET DYNAMIC ANALYSIS OF THE GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN TRANSPORTATION MARKET 31

FIGURE 4 SUPPLY CHAIN ANALYSIS OF THE GLOBAL AI IN TRANSPORTATION MARKET 37

FIGURE 5 PORTER'S FIVE FORCES ANALYSIS OF THE GLOBAL AI IN TRANSPORTATION MARKET 38

FIGURE 6 SWOT ANALYSIS GLOBAL AI IN TRANSPORTATION MARKET 41

FIGURE 7 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2022 (% SHARE) 43

FIGURE 8 GLOBAL AI IN TRANSPORTATION MARKET, BY OFFERING, 2022 VS 2032 (USD MILLION) 43

FIGURE 9 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2022 (% SHARE) 48

FIGURE 10 GLOBAL AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2022 VS 2032 (USD MILLION) 48

FIGURE 11 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2022 (% SHARE) 50

FIGURE 12 GLOBAL AI IN TRANSPORTATION MARKET, BY APPLICATION, 2022 VS 2032 (USD MILLION) 51

FIGURE 13 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2022 (% SHARE) 54

FIGURE 14 GLOBAL AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2022 VS 2032 (USD MILLION) 54

FIGURE 15 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2022 (% SHARE) 57

FIGURE 16 GLOBAL AI IN TRANSPORTATION MARKET, BY REGION, 2019–2032 (USD MILLION) 57

FIGURE 17 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2022 (% SHARE) 59

FIGURE 18 NORTH AMERICA AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 59

FIGURE 19 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2022 (% SHARE) 71

FIGURE 20 EUROPE AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 72

FIGURE 21 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2022 (% SHARE) 88

FIGURE 22 ASIA-PACIFIC AI IN TRANSPORTATION MARKET, BY COUNTRY, 2019–2032 (USD MILLION) 88

FIGURE 23 GLOBAL AI IN TRANSPORTATION MARKET: COMPETITIVE BENCHMARKING 110

FIGURE 24 VENDOR SHARE ANALYSIS, 2022 (%) 111

FIGURE 25 SIEMENS MOBILITY SOLUTIONS: FINANCIAL OVERVIEW SNAPSHOT 120

FIGURE 26 SIEMENS MOBILITY SOLUTIONS: SWOT ANALYSIS 122

FIGURE 27 HUAWEI TECHNOLOGIES CO. LTD.: FINANCIAL OVERVIEW 124

FIGURE 28 HUAWEI TECHNOLOGIES CO. LTD.: SWOT ANALYSIS 126

FIGURE 29 INTEL CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 129

FIGURE 30 INTEL CORPORATION: SWOT ANALYSIS 131

FIGURE 31 NEC CORPORATION: FINANCIAL OVERVIEW 133

FIGURE 32 NEC CORPORATION: SWOT ANALYSIS 135

FIGURE 33 MICROSOFT: FINANCIAL OVERVIEW SNAPSHOT 137

FIGURE 34 MICROSOFT: SWOT ANALYSIS 138

FIGURE 35 IBM CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 141

FIGURE 36 IBM CORPORATION: SWOT ANALYSIS 143

FIGURE 37 ROBERT BOSCH GMBH FINANCIAL OVERVIEW SNAPSHOT 144

FIGURE 38 ROBERT BOSCH GMBH: SWOT ANALYSIS 146

FIGURE 39 VALEO: FINANCIAL OVERVIEW SNAPSHOT 148

FIGURE 40 VALEO: SWOT ANALYSIS 149

FIGURE 41 DAIMLER AG: FINANCIAL OVERVIEW SNAPSHOT 152

FIGURE 42 DAIMLER AG: SWOT ANALYSIS 154

FIGURE 43 SCANIA AB: FINANCIAL OVERVIEW SNAPSHOT 156

FIGURE 44 SCANIA AB: SWOT ANALYSIS 157

FIGURE 45 CONTINENTAL AG: FINANCIAL OVERVIEW SNAPSHOT 160

FIGURE 46 CONTINENTAL AG: SWOT ANALYSIS 162

FIGURE 47 MAGNA INTERNATIONAL INC.: FINANCIAL OVERVIEW SNAPSHOT 164

FIGURE 48 MAGNA INTERNATIONAL INC.: SWOT ANALYSIS 166

FIGURE 49 VOLVO: FINANCIAL OVERVIEW SNAPSHOT 168

FIGURE 50 VOLVO: SWOT ANALYSIS 169

FIGURE 51 ZF FRIEDICHSHAFEN AG: FINANCIAL OVERVIEW SNAPSHOT 172

FIGURE 52 ZF FRIEDICHSHAFEN AG.: SWOT ANALYSIS 174

FIGURE 53 NVIDIA: FINANCIAL OVERVIEW SNAPSHOT 176

FIGURE 54 NVIDIA: SWOT ANALYSIS 179

AI in Transportation Market Segmentation


Global AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Global AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Global AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Global AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Global AI in Transportation Regional Outlook (USD Million, 2019-2032)


North America AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




North America AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


North America AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


North America AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


US AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




US AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


US AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


US AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Canada AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Canada AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Canada AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Canada AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Mexico AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Mexico AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Mexico AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Mexico AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Europe AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Europe AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Europe AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Europe AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


UK AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




UK AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


UK AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


UK AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Germany AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Germany AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Germany AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Germany AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


France AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




France AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


France AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


France AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Spain AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Spain AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Spain AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Spain AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Rest of Europe AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Rest of Europe AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Rest of Europe AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Rest of Europe AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Asia-Pacific AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Asia-Pacific AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Asia-Pacific AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Asia-Pacific AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


China AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




China AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


China AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


China AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Japan AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Japan AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Japan AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Japan AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


India AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




India AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


India AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


India AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Rest of Asia-Pacific AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Rest of Asia-Pacific AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Rest of Asia-Pacific AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Rest of Asia-Pacific AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


Middle East & Africa AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




Middle East & Africa AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


Middle East & Africa AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


Middle East & Africa AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness


South America AI in Transportation Offering Type Outlook



  • Hardware

    • CPU

    • GPU

    • Sensors

    • Others



  • Services

  • Software

    • AI Platforms

    • AI Solutions




South America AI in Transportation IoT Communication Technology Outlook



  • Cellular

  • LPWAN

  • LoRaWAN

  • Z-Wave

  • Zigbee

  • NFC

  • Bluetooth

  • Others


South America AI in Transportation Application Areas Outlook



  • Autonomous Truck

  • Semi-autonomous Truck

  • Truck Platooning

  • Human-Machine Interface (HMI)

  • Predictive Maintenance

  • Precision & Mapping

  • Traffic Detection

  • Computer Vision-Powered Parking Management

  • Road Condition Monitoring

  • Automatic Traffic Incident Detection

  • Driver Monitoring

  • Others


South America AI in Transportation Machine Learning Technology Outlook



  • Deep Learning

  • Computer Vision

  • Natural Language Processing

  • Context Awareness

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Research Methodology on AI in Transportation Market


Introduction


This research methodology is an extensive and detailed description of the research approach and methodology for the market research report β€œAI in Transportation Market by Offering (Hardware, Software, and Services), Technology (Machine Learning, Computer Vision, NLP, and Others), Mode of Transport (Road, Rail, Air, Water, and Others), and Region – Forecast to 2030”, published by Market Research Future (MRFR). The research methodology explains in detail various processes, procedures, and approaches that were followed by researchers in order to generate accurate findings for the report.


The AI in Transportation Market is expected to report a strong growth rate during the forecast period (2023-2030). The study evaluates the current market size of the AI in Transportation Market from 2023 to 2030. AI-based technologies have revolutionized multiple aspects of transportation and are anticipated to experience significant growth in the Global AI in Transportation Market during the forecast period.


Research Design


The primary objective of this research report was to assess the current and estimated market outlook of the AI in Transportation Market over the forecast period of 2023 to 2030. In order to achieve this objective, the following research structures were designed and adopted.


In order to generate the primary data, both primary and secondary sources were used. The primary sources used in the research include industry experts from various AI in Transportation companies, telephonic interviews with CEOs, CFOs, and other sales and marketing executives; while the secondary sources include directories, industry journals, magazines, and a variety of databases.


Research Methodology


The research methodology followed for this project was based on both qualitative and quantitative methods. The first stage of the research approach included secondary research, market analysis and cross-validation of the data based on the secondary research findings. Secondary research provided a good understanding of the market, which helped to devise the primary research approach.


The primary research involved interactions with industry experts, such as C-level executives (CEO, CFO, sales, etc.), OEMs, vendors, and resellers. The primary research process was further divided into the following sub-processes:


β€’ Exploratory research


This research methodology was used to get a better understanding of the AI in Transportation Market dynamics, competitive landscape and trends, and growth opportunities. The opinion of industry professionals was collected through various resources such as industry websites, white papers, journals, magazines, and company presentations.


β€’ Descriptive research


This research methodology was used to determine the market size and market share of the AI in Transportation Market. Descriptive research also helped in segmentation of the market and identification of the opportunities.


β€’ Causal research


This research methodology was used to establish the cause-effect relationship of the AI in Transportation market and to identify the areas of improvement for market players.


Data collection


The data gathered through both primary and secondary sources was collected and organized for analysis. Data was collected through industry experts, company executives, and opinion leaders in the form of quantitative data. The secondary sources used for data collection and validation included industry journals, directories, newspapers, and company annual reports.


Data analysis


The data collected was then analyzed in order to identify patterns and trends in the AI in Transportation market. The data was analyzed using various tools such as SWOT analysis, Porter’s Five Forces analysis, and S.P.A.C.E. Analysis. These tools helped in understanding the market scenario.


Model Build-Up


A regression model was built to calculate the market size, which formed the basis of the market estimations. The model was developed using the data collected from both primary and secondary sources. The model allowed for an estimation of the market size for various segments and sub-segments and to analyze the growth scenarios.


Conclusion


The research methodology detailed in the above report was designed to provide comprehensive coverage of the AI in Transportation Market. The research methodology employed a plethora of research activities to determine the current and future status of the market. In order to obtain accurate and reliable data, detailed primary and secondary research activities were conducted. The approach adopted ensured that the data gathered covered all aspects of the AI in Transportation market, thereby providing a comprehensive market estimate.

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