2026-2030年全球交​​流運輸領域人工智慧市場

預計 2025 年至 2030 年間，全球交通運輸領域的 AI 市場規模將成長至 66.814 億美元，預測期內複合年成長率為 19.9%。

本報告對全球交通運輸領域的人工智慧市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及對約 25 家公司的供應商分析。

本報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析。推動該市場發展的因素包括：日益嚴重的都市區交通堵塞和對更高效交通流的需求、全球對提高道路安全和減少人為錯誤的呼籲、電子商務的蓬勃發展以及對最佳化物流履約的需求。

本研究客觀地結合了一手和二手訊息，包括主要行業相關人員的意見。報告內容涵蓋主要公司分析、全面的市場規模數據、區域細分分析以及供應商格局。報告還包含歷史數據和預測數據。

本研究指出，未來幾年，自動導航系統與進階駕駛輔助系統（ADAS）的整合將是全球交通運輸領域人工智慧市場成長的關鍵促進因素之一。此外，預測性維護、資產生命週期最佳化以及即時智慧交通管理與邊緣運算的整合預計也將產生顯著的市場需求。

目錄

第1章：執行摘要

第2章 Technavio 分析

• 分析定價、生命週期、顧客購買籃子、採用率和購買標準。
• 輸入的重要性及差異化因素
• 干擾因素
• 促進因素和挑戰的影響

第3章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第4章 市場規模

• 市場的定義
• 市場區隔分析
• 2025年市場規模
• 市場展望，2025-2030年

第5章 市場規模與表現

• 2020-2024年全球交通運輸領域人工智慧市場
• 基於組件的細分市場分析，2020-2024 年
• 基於應用領域的細分市場分析，2020-2024 年
• 2020-2024年基於技術的細分市場分析
• 區域區隔市場分析，2020-2024 年
• 2020-2024年各國細分市場分析

第6章 定性分析

• 地緣政治衝突的影響：人工智慧在全球交通運輸市場的地位。

第7章：五力分析

第8章 市場區隔：按組件

• 比較：按組件
• 硬體
• 軟體
• 服務
• 市場機會：按組件分類

第9章 市場區隔：依應用

• 比較：按應用
• 自動駕駛汽車
• 交通管理
• 貨物管理
• 預測性保護
• 其他
• 市場機會：依應用領域分類

第10章 市場區隔：依技術分類

• 比較：按技術
• 機器學習
• 深度學習
• 電腦視覺
• 自然語言處理
• 情境感知計算
• 市場機會：依技術分類

第11章 客戶情況

第12章 區域情勢

• 區域細分
• 區域比較
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 西班牙
  • 荷蘭
• 亞太地區
  • 中國
  • 日本
  • 印度
  • 韓國
  • 澳洲
  • 印尼
• 中東和非洲
  • 沙烏地阿拉伯
  • UAE
  • 南非
  • 以色列
  • 土耳其
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 市場機會：按地區分類

第13章 促進因素、挑戰與機遇

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機遇

第14章 競爭格局

• 概述
• 競爭格局
• 混亂局面
• 產業風險

第15章 競爭分析

• 公司簡介
• 公司排名指標
• 企業市場定位
• Derq Inc.
• Descartes Systems Group Inc.
• Geotab Inc.
• Hayden AI Technologies Inc.
• Hitachi Ltd.
• Motive Technologies Inc.
• PlusAI Inc.
• PTV Planung Transport Verkehr
• Samba Holdings Inc.
• Samsara Inc.
• Siemens AG
• Tesla Inc.
• Transporeon GmbH
• Via Transportation Inc.
• Waymo LLC

第16章附錄

The global ai in transportation market is forecasted to grow by USD 6681.4 mn during 2025-2030, accelerating at a CAGR of 19.9% during the forecast period. The report on the global ai in transportation market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by escalating urban congestion and mandate for enhanced traffic flow efficiency, global imperatives for road safety and reduction of human error, proliferation of e-commerce and demand for optimized logistics fulfillment.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global ai in transportation market is segmented as below:

By Component

• Hardware
• Software
• Services

By Application

• Autonomous vehicles
• Traffic management
• Freight management
• Predictive maintenance
• Others

By Technology

• Machine learning
• Deep learning
• Computer vision
• Natural language processing
• Context aware computing

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Chile
• Rest of World (ROW)

This study identifies the autonomous navigation systems and advanced driver assistance integration as one of the prime reasons driving the global ai in transportation market growth during the next few years. Also, predictive maintenance and asset lifecycle optimization and convergence of real-time intelligent traffic management and edge computing will lead to sizable demand in the market.

The report on the global ai in transportation market covers the following areas:

• Global ai in transportation market sizing
• Global ai in transportation market forecast
• Global ai in transportation market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global ai in transportation market vendors that include Derq Inc., Descartes Systems Group Inc., Einride AB, Geotab Inc., Hayden AI Technologies Inc., Hitachi Ltd., Motive Technologies Inc., NetraDyne Inc., Nuro Inc., PlusAI Inc., PTV Planung Transport Verkehr, Samba Holdings Inc., Samsara Inc., Siemens AG, Tesla Inc., Transporeon GmbH, Via Transportation Inc., Waabi, Waymo LLC. Also, the global ai in transportation market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Technology
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global AI In Transportation Market 2020 - 2024
  • Historic Market Size - Data Table on Global AI In Transportation Market 2020 - 2024 ($ million)
• 5.2 Component segment analysis 2020 - 2024
  • Historic Market Size - Component Segment 2020 - 2024 ($ million)
• 5.3 Application segment analysis 2020 - 2024
  • Historic Market Size - Application Segment 2020 - 2024 ($ million)
• 5.4 Technology segment analysis 2020 - 2024
  • Historic Market Size - Technology Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of geopolitical conflicts on global AI in transportation market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Component

• 8.1 Market segments
• 8.2 Comparison by Component
• 8.3 Hardware - Market size and forecast 2025-2030
• 8.4 Software - Market size and forecast 2025-2030
• 8.5 Services - Market size and forecast 2025-2030
• 8.6 Market opportunity by Component
  • Market opportunity by Component ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Autonomous vehicles - Market size and forecast 2025-2030
• 9.4 Traffic management - Market size and forecast 2025-2030
• 9.5 Freight management - Market size and forecast 2025-2030
• 9.6 Predictive maintenance - Market size and forecast 2025-2030
• 9.7 Others - Market size and forecast 2025-2030
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

10 Market Segmentation by Technology

• 10.1 Market segments
• 10.2 Comparison by Technology
• 10.3 Machine learning - Market size and forecast 2025-2030
• 10.4 Deep learning - Market size and forecast 2025-2030
• 10.5 Computer vision - Market size and forecast 2025-2030
• 10.6 Natural language processing - Market size and forecast 2025-2030
• 10.7 Context aware computing - Market size and forecast 2025-2030
• 10.8 Market opportunity by Technology
  • Market opportunity by Technology ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2025-2030
  • 12.3.1 US - Market size and forecast 2025-2030
  • 12.3.2 Canada - Market size and forecast 2025-2030
  • 12.3.3 Mexico - Market size and forecast 2025-2030
• 12.4 Europe - Market size and forecast 2025-2030
  • 12.4.1 Germany - Market size and forecast 2025-2030
  • 12.4.2 UK - Market size and forecast 2025-2030
  • 12.4.3 France - Market size and forecast 2025-2030
  • 12.4.4 Italy - Market size and forecast 2025-2030
  • 12.4.5 Spain - Market size and forecast 2025-2030
  • 12.4.6 The Netherlands - Market size and forecast 2025-2030
• 12.5 APAC - Market size and forecast 2025-2030
  • 12.5.1 China - Market size and forecast 2025-2030
  • 12.5.2 Japan - Market size and forecast 2025-2030
  • 12.5.3 India - Market size and forecast 2025-2030
  • 12.5.4 South Korea - Market size and forecast 2025-2030
  • 12.5.5 Australia - Market size and forecast 2025-2030
  • 12.5.6 Indonesia - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.2 UAE - Market size and forecast 2025-2030
  • 12.6.3 South Africa - Market size and forecast 2025-2030
  • 12.6.4 Israel - Market size and forecast 2025-2030
  • 12.6.5 Turkey - Market size and forecast 2025-2030
• 12.7 South America - Market size and forecast 2025-2030
  • 12.7.1 Brazil - Market size and forecast 2025-2030
  • 12.7.2 Argentina - Market size and forecast 2025-2030
  • 12.7.3 Chile - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Escalating urban congestion and mandate for enhanced traffic flow efficiency
  • Global imperatives for road safety and reduction of human error
  • Proliferation of e-commerce and demand for optimized logistics fulfillment
• 13.2 Market challenges
  • Data privacy concerns and complexity of regulatory compliance
  • High initial capital expenditure and infrastructure modernization requirements
  • Critical shortage of specialized technical talent and interdisciplinary expertise
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Autonomous navigation systems and advanced driver assistance integration
  • Predictive maintenance and asset lifecycle optimization
  • Convergence of real-time intelligent traffic management and edge computing

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Derq Inc.
  • Derq Inc. - Overview
  • Derq Inc. - Product / Service
  • Derq Inc. - Key offerings
  • SWOT
• 15.5 Descartes Systems Group Inc.
  • Descartes Systems Group Inc. - Overview
  • Descartes Systems Group Inc. - Business segments
  • Descartes Systems Group Inc. - Key offerings
  • Descartes Systems Group Inc. - Segment focus
  • SWOT
• 15.6 Geotab Inc.
  • Geotab Inc. - Overview
  • Geotab Inc. - Product / Service
  • Geotab Inc. - Key offerings
  • SWOT
• 15.7 Hayden AI Technologies Inc.
  • Hayden AI Technologies Inc. - Overview
  • Hayden AI Technologies Inc. - Product / Service
  • Hayden AI Technologies Inc. - Key offerings
  • SWOT
• 15.8 Hitachi Ltd.
  • Hitachi Ltd. - Overview
  • Hitachi Ltd. - Business segments
  • Hitachi Ltd. - Key offerings
  • Hitachi Ltd. - Segment focus
  • SWOT
• 15.9 Motive Technologies Inc.
  • Motive Technologies Inc. - Overview
  • Motive Technologies Inc. - Product / Service
  • Motive Technologies Inc. - Key offerings
  • SWOT
• 15.10 PlusAI Inc.
  • PlusAI Inc. - Overview
  • PlusAI Inc. - Product / Service
  • PlusAI Inc. - Key offerings
  • SWOT
• 15.11 PTV Planung Transport Verkehr
  • PTV Planung Transport Verkehr - Overview
  • PTV Planung Transport Verkehr - Product / Service
  • PTV Planung Transport Verkehr - Key offerings
  • SWOT
• 15.12 Samba Holdings Inc.
  • Samba Holdings Inc. - Overview
  • Samba Holdings Inc. - Product / Service
  • Samba Holdings Inc. - Key offerings
  • SWOT
• 15.13 Samsara Inc.
  • Samsara Inc. - Overview
  • Samsara Inc. - Product / Service
  • Samsara Inc. - Key news
  • Samsara Inc. - Key offerings
  • SWOT
• 15.14 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT
• 15.15 Tesla Inc.
  • Tesla Inc. - Overview
  • Tesla Inc. - Business segments
  • Tesla Inc. - Key news
  • Tesla Inc. - Key offerings
  • Tesla Inc. - Segment focus
  • SWOT
• 15.16 Transporeon GmbH
  • Transporeon GmbH - Overview
  • Transporeon GmbH - Product / Service
  • Transporeon GmbH - Key offerings
  • SWOT
• 15.17 Via Transportation Inc.
  • Via Transportation Inc. - Overview
  • Via Transportation Inc. - Product / Service
  • Via Transportation Inc. - Key offerings
  • SWOT
• 15.18 Waymo LLC
  • Waymo LLC - Overview
  • Waymo LLC - Product / Service
  • Waymo LLC - Key offerings
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations