시장보고서
상품코드
1274267

세계의 운송용 AI 시장 전망(-2030년)

Global AI in Transportation Market Research Report Forecast to 2030

발행일: | 리서치사: Market Research Future | 페이지 정보: 영문 205 Pages | 배송안내 : 문의

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

이 보고서는 세계 운송용 AI 시장을 조사 분석하여 시장 역학, 지역 및 부문 분석, 기업 프로파일 등을 제공합니다.

목차

제1장 주요 요약

제2장 시장 서론

제3장 조사 방법

제4장 시장 인사이트

제5장 시장 역학

  • 서론
  • 성장 촉진요인
    • 운전자와 차량 안전성 향상에 대한 주목 증가
    • 업무 효율 향상에 대한 요구 향상
  • 성장 억제요인
    • 높은 도입 비용
    • 숙련 노동력 부족
  • 기회
    • 철도 화물 운송에서의 AI 솔루션 수요 증가
  • COVID-19의 영향
    • 운송 업계에 대한 영향
    • IT 지출의 영향
    • 자동화에 대한 영향

제6장 시장 요인 분석

  • 공급망 분석
    • 하드웨어/소프트웨어 제공업체
    • 운송 벤더/서비스 제공업체용 AI
    • 시스템 통합사업자
    • 최종사용자
  • Porter's Five Forces 모델

제7장 세계의 운송용 AI 시장 : 제공 제품별

  • 개요
    • 하드웨어
    • 소프트웨어

제8장 세계의 운송용 AI 시장 : ML 기술별

  • 개요
    • 딥러닝
    • 컴퓨터 비전
    • 자연언어처리(NLP)
    • 상황 인식

제9장 세계의 운송용 AI 시장 : 용도별

  • 개요
    • 반자율주행 트럭
    • 트럭 플래투닝
    • 예지보전
    • 정밀도 및 매핑
    • 자율주행 트럭
    • 휴먼 머신 인터페이스(HMI)
    • 기타

제10장 세계의 운송용 AI 시장 : IoT 통신 기술별

  • 개요
    • 5G
    • LTE
    • LPWAN

제11장 세계의 운송용 AI 시장 : 지역별

  • 개요
    • 세계의 운송용 AI 시장 : 지역별(2020년-2030년)
  • 북미
    • 북미의 운송용 AI 시장 : 국가별(2020년-2030년)
    • 북미의 운송용 AI 시장 : 제공 별(2020년-2030년)
    • 북미의 운송용 AI 시장 : 하드웨어별(2020년-2030년)
    • 북미의 운송용 AI 시장 : 소프트웨어별(2020년-2030년)
    • 북미의 운송용 AI 시장 : ML 기술별(2020년-2030년)
    • 북미의 운송용 AI 시장 : 용도별(2020년-2030년)
    • 북미의 운송용 AI 시장 : IoT 통신 기술별(2020년-2030년)
    • 미국
    • 캐나다
    • 멕시코
  • 아시아태평양
    • 아시아태평양의 운송용 AI 시장 : 국가별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : 제공 별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : 하드웨어별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : 소프트웨어별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : ML 기술별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : 용도별(2020년-2030년)
    • 아시아태평양의 운송용 AI 시장 : IoT 통신 기술별(2020년-2030년)
    • 중국
    • 일본
    • 기타 아시아태평양
    • 인도
  • 유럽
    • 유럽의 운송용 AI 시장 : 지역별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : 제공 별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : 하드웨어별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : 소프트웨어별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : ML 기술별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : 용도별(2020년-2030년)
    • 유럽의 운송용 AI 시장 : IoT 통신 기술별(2020년-2030년)
    • 영국
    • 유럽 27국
  • 중동 및 아프리카
    • 중동 및 아프리카의 운송용 AI 시장 : 제공 별(2020년-2030년)
    • 중동 및 아프리카의 운송용 AI 시장 : 하드웨어별(2020년-2030년)
    • 중동 및 아프리카의 운송용 AI 시장 : 소프트웨어별(2020년-2030년)
    • 중동 및 아프리카의 운송용 AI 시장 : ML 기술별(2020년-2030년)
    • 중동 및 아프리카의 운송용 AI 시장 : 용도별(2020년-2030년)
    • 중동 및 아프리카의 운송용 AI 시장 : IoT 통신 기술별(2020년-2030년)
  • 남미
    • 남미의 운송용 AI 시장 : 제공 별(2020년-2030년)
    • 남미의 운송용 AI 시장 : 하드웨어별(2020년-2030년)
    • 남미의 운송용 AI 시장 : 소프트웨어별(2020년-2030년)
    • 남미의 운송용 AI 시장 : ML 기술별(2020년-2030년)
    • 남미의 운송용 AI 시장 : 용도별(2020년-2030년)
    • 남미의 운송용 AI 시장 : IoT 통신 기술별(2020년-2030년)

제12장 경쟁 구도

  • 경쟁 벤치마킹
  • 벤더 점유율 분석
  • 최근 발전
    • 파트너십/협정/계약/제휴
    • 인수
    • 비즈니스 확대
    • 제품 발매/개발

제13장 기업 개요

  • SIEMENS MOBILITY SOLUTIONS
  • HUAWEI TECHNOLOGIES CO. LTD.
  • INTEL CORPORATION
  • NEC CORPORATION
  • MICROSOFT CORPORATION
  • IBM CORPORATION
  • ROBERT BOSCH GMBH
  • VALEO
  • DAIMLER AG
  • SCANIA AB
  • CONTINENTAL AG
  • MAGNA INTERNATIONAL INC.
  • VOLVO
  • ZF FRIEDRICHSHAFEN AG
  • NVIDIA

제14장 참고 문헌

LSH 23.05.25

AI in Transportation Market Forecast till 2030

Market Overview

The deployment of AI in transportation is driven by the concept of deep learning. AI has become an integral part of the autonomous vehicle industry and is essential for the operation, driving, decision-making and learning processes of transports. Self-driving trucks are rapidly adopting AI and there are many benefits of this technology. The AI in the transportation market is segmented for specific vehicles and the adoption of AI-powered vehicles can offer many features such as speech recognition, data analysis, image processing, and efficient driving in traffic conditions.

The implementation of AI in the transportation market also requires technologies such as sensors, data fusion, and collision warning systems. The growing demand for AI in transportation is expected to lead to widespread adoption of AI-powered vehicles during the forecast period, according to market analysis.

Segment Overview

The market is segmented into application, offering, ML technology, and IoT communication technology.

The AI in transportation market is segmented by application into HMI in Trucks, and Semi-Autonomous Trucks. Autonomous Trucks, Autonomous Trucks held the largest market share due to advancements in the trucking industry and growth in the logistics industry in the US. HMI is also expected to grow significantly, thanks to its high penetration across trucks compared to advanced driver-assistance systems (ADAS).

The offering segment of the AI in transportation market is divided into Hardware and Software. The software segment held the larger market share, driven by the increased use of software-as-a-service platforms in human-machine interface (HMI) applications. Hardware is further sub-segmented into Neuromorphic and Von Neumann. The software segment is further divided into Platforms and Solutions.

Regional Analysis

The AI in transportation market is divided into three major regions: Asia Pacific, Europe, and North America. North America is currently leading in terms of market value, due to its strong regulatory framework for safety and compliance. There is a projected significant growth rate in the region, with a robust financial position that is expected to result in substantial investments in AI transportation in 2023.

Mexico alone is predicted to see over 20 billion dollars in investment for AI in transportation. The Asia Pacific is the fastest-growing region for AI in transportation, with its economic growth and expanding logistics sectors driving demand. Europe, home to several top-leading commercial vehicle producers, is well known for its high demand for commercial vehicles, which will contribute to a higher adoption rate of AI in transportation in the region. All these regional players are expected to experience higher profitability during the forecast period, with additional regions potentially emerging in the future.

Major Players

The key players in the market are Siemens Mobility Solutions, VALEO, Daimler AG, Scania AB, IBM Corporation, Magna International Inc., Robert Bosch GmbH, Huawei Technologies Co. Ltd., Intel Corporation, NEC Corporation, Microsoft Corporation, Volvo, ZF Friedrichshafen AG, Continental AG, and Nvidia.

COVID 19 Impacts

The COVID-19 pandemic has greatly impacted the global markets, including the AI in transportation industry. The pandemic and economic recession have resulted in market disruptions and reduced demand. The production of AI in transportation products has also declined during this time.

The truck segment of the market has been particularly affected by the pandemic and faces significant losses. Deploying AI into transportation has become difficult due to the pandemic, including the rise in the cost of materials. These factors have negatively impacted the sales of AI in transportation during the COVID-19 period. However, the market is expected to recover post-pandemic..

TABLE OF CONTENTS

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, 2020-2030(USD MILLION) 55
  • 11.2 NORTH AMERICA 57
    • 11.2.1 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2020-2030(USD MILLION) 58
    • 11.2.2 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 58
    • 11.2.3 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 59
    • 11.2.4 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 59
    • 11.2.5 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 60
    • 11.2.6 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 61
    • 11.2.7 NORTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 62
    • 11.2.8 US 62
      • 11.2.8.1 US: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 62
      • 11.2.8.2 US: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 63
      • 11.2.8.3 US: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 63
      • 11.2.8.4 US AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 63
      • 11.2.8.5 US AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 64
      • 11.2.8.6 US AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 64
    • 11.2.9 CANADA 65
      • 11.2.9.1 CANADA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 65
      • 11.2.9.2 CANADA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 65
      • 11.2.9.3 CANADA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 65
      • 11.2.9.4 CANADA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 66
      • 11.2.9.5 CANADA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 66
      • 11.2.9.6 CANADA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 67
    • 11.2.10 MEXICO 67
      • 11.2.10.1 MEXICO: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 67
      • 11.2.10.2 MEXICO: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 68
      • 11.2.10.3 MEXICO: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 68
      • 11.2.10.4 MEXICO AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 68
      • 11.2.10.5 MEXICO AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 69
      • 11.2.10.6 MEXICO AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 69
  • 11.3 ASIA-PACIFIC 70
    • 11.3.1 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY COUNTRY, 2020-2030(USD MILLION) 71
    • 11.3.2 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 71
    • 11.3.3 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 72
    • 11.3.4 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 72
    • 11.3.5 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 73
    • 11.3.6 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 74
    • 11.3.7 ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 75
    • 11.3.8 CHINA 75
      • 11.3.8.1 CHINA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 75
      • 11.3.8.2 CHINA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 76
      • 11.3.8.3 CHINA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 76
      • 11.3.8.4 CHINA AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 76
      • 11.3.8.5 CHINA AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 77
      • 11.3.8.6 CHINA AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 77
    • 11.3.9 JAPAN 78
      • 11.3.9.1 JAPAN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 78
      • 11.3.9.2 JAPAN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 78
      • 11.3.9.3 JAPAN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 78
      • 11.3.9.4 JAPAN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 79
      • 11.3.9.5 JAPAN: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 79
      • 11.3.9.6 JAPAN: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(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, 2020-2030(USD MILLION) 80
      • 11.3.10.2 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 81
      • 11.3.10.3 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 81
      • 11.3.10.4 REST OF ASIA-PACIFIC: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 81
      • 11.3.10.5 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 82
      • 11.3.10.6 REST OF ASIA-PACIFIC:AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 82
    • 11.3.11 INDIA 83
      • 11.3.11.1 INDIA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 83
      • 11.3.11.2 INDIA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 83
      • 11.3.11.3 INDIA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 83
      • 11.3.11.4 INDIA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 84
      • 11.3.11.5 INDIA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 84
      • 11.3.11.6 INDIA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 85
  • 11.4 EUROPE 86
    • 11.4.1 EUROPE: AI IN TRANSPORTATION MARKET, BY REGION, 2020-2030(USD MILLION) 87
    • 11.4.2 EUROPE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 88
    • 11.4.3 EUROPE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 88
    • 11.4.4 EUROPE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 88
    • 11.4.5 EUROPE: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 89
    • 11.4.6 EUROPE: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 90
    • 11.4.7 EUROPE: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 91
    • 11.4.8 UK 91
      • 11.4.8.1 UK: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 91
      • 11.4.8.2 UK: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 92
      • 11.4.8.3 UK: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 92
      • 11.4.8.4 UK: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 92
      • 11.4.8.5 UK: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 93
      • 11.4.8.6 UK: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 93
    • 11.4.9 EU-27 94
      • 11.4.9.1 EU-27: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 94
      • 11.4.9.2 EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 94
      • 11.4.9.3 EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 94
      • 11.4.9.4 EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 95
      • 11.4.9.5 EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 95
      • 11.4.9.6 EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 96
      • 11.4.9.7 GERMANY 96
      • 11.4.9.7.1 GERMANY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 96
      • 11.4.9.7.2 GERMANY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 97
      • 11.4.9.7.3 GERMANY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 97
      • 11.4.9.7.4 GERMANY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 97
      • 11.4.9.7.5 GERMANY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 98
      • 11.4.9.7.6 GERMANY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 98
      • 11.4.9.8 FRANCE 98
      • 11.4.9.8.1 FRANCE: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 99
      • 11.4.9.8.2 FRANCE: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 99
      • 11.4.9.8.3 FRANCE: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 99
      • 11.4.9.8.4 FRANCE AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 100
      • 11.4.9.8.5 FRANCE AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 100
      • 11.4.9.8.6 FRANCE AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 101
      • 11.4.9.9 ITALY 101
      • 11.4.9.9.1 ITALY: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 101
      • 11.4.9.9.2 ITALY: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 102
      • 11.4.9.9.3 ITALY: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 102
      • 11.4.9.9.4 ITALY AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 102
      • 11.4.9.9.5 ITALY AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 103
      • 11.4.9.9.6 ITALY AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 103
      • 11.4.9.10 SPAIN 104
      • 11.4.9.10.1 SPAIN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 104
      • 11.4.9.10.2 SPAIN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 104
      • 11.4.9.10.3 SPAIN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 105
      • 11.4.9.10.4 SPAIN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 105
      • 11.4.9.10.5 SPAIN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 105
      • 11.4.9.10.6 SPAIN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(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, 2020-2030(USD MILLION) 106
      • 11.4.9.11.2 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 107
      • 11.4.9.11.3 REST OF EU-27: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 107
      • 11.4.9.11.4 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 107
      • 11.4.9.11.5 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 108
      • 11.4.9.11.6 REST OF EU-27 AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 108
      • 11.4.9.12 BELGIUM 109
      • 11.4.9.12.1 BELGIUM: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 109
      • 11.4.9.12.2 BELGIUM: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 109
      • 11.4.9.12.3 BELGIUM: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 109
      • 11.4.9.12.4 BELGIUM AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 110
      • 11.4.9.12.5 BELGIUM AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 110
      • 11.4.9.12.6 BELGIUM AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 111
      • 11.4.9.13 THE NETHERLANDS 111
      • 11.4.9.13.1 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 111
      • 11.4.9.13.2 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 112
      • 11.4.9.13.3 THE NETHERLANDS: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 112
      • 11.4.9.13.4 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 112
      • 11.4.9.13.5 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 113
      • 11.4.9.13.6 THE NETHERLANDS AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 113
      • 11.4.9.14 SWEDEN 114
      • 11.4.9.14.1 SWEDEN: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 114
      • 11.4.9.14.2 SWEDEN: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 114
      • 11.4.9.14.3 SWEDEN: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 114
      • 11.4.9.14.4 SWEDEN AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 115
      • 11.4.9.14.5 SWEDEN AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 115
      • 11.4.9.14.6 SWEDEN AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 116
      • 11.4.9.15 CZECH REPUBLIC 116
      • 11.4.9.15.1 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 116
      • 11.4.9.15.2 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 117
      • 11.4.9.15.3 CZECH REPUBLIC: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 117
      • 11.4.9.15.4 ZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 117
      • 11.4.9.15.5 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 118
      • 11.4.9.15.6 CZECH REPUBLIC AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 118
  • 11.5 MIDDLE EAST & AFRICA 119
    • 11.5.1 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 119
    • 11.5.2 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 119
    • 11.5.3 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 120
    • 11.5.4 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 120
    • 11.5.5 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 121
    • 11.5.6 MIDDLE EAST & AFRICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(USD MILLION) 121
  • 11.6 SOUTH AMERICA 122
    • 11.6.1 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY OFFERING, 2020-2030(USD MILLION) 122
    • 11.6.2 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY HARDWARE, 2020-2030(USD MILLION) 122
    • 11.6.3 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY SOFTWARE, 2020-2030(USD MILLION) 122
    • 11.6.4 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY ML TECHNOLOGY, 2020-2030(USD MILLION) 123
    • 11.6.5 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY APPLICATION, 2020-2030(USD MILLION) 123
    • 11.6.6 SOUTH AMERICA: AI IN TRANSPORTATION MARKET, BY IOT COMMUNICATION TECHNOLOGY, 2020-2030(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

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