鉄道用人工知能（AI）の世界市場レポート 2025年

鉄道用人工知能（AI）市場規模は、今後数年で急成長が見込まれます。2029年にはCAGR18.1％で58億7,000万米ドルに成長します。予測期間の成長は、継続的なデジタル変革、自律走行列車の採用、スマートインフラの成長、持続可能性の重視、高速鉄道網の拡大に起因しています。予測期間における主な動向には、エッジコンピューティングの統合、予知保全の進展、AIを活用したサイバーセキュリティの採用、鉄道物流におけるAIの拡大、AI主導の持続可能性イニシアチブの採用などがあります。

鉄道ネットワークとインフラプロジェクトの拡大が予想され、今後数年間の鉄道用人工知能（AI）市場の成長を牽引します。鉄道ネットワークとインフラプロジェクトは、線路、駅、信号システムなどの物理的構造物の計画、建設、保守を包含し、列車の運行を促進し、輸送需要を満たします。この拡大は、都市化、人口移動、経済開発要件の増加に対応するための効率的で持続可能な輸送ソリューションに対するニーズの高まりによって促進されています。AI技術は、旅客需要、交通パターン、地理的特徴に関するデータを分析し、新たな鉄道路線やインフラの計画、設計、運用を最適化することで、重要な役割を果たしています。例えば、2023年12月、米国運輸省連邦鉄道局（FRA）は、米国で最も利用者の多い鉄道路線沿いの25の主要プロジェクトに164億米ドルを投資したのに続き、全国10の旅客鉄道プロジェクトに82億米ドルを割り当てた。この多額の投資は、鉄道AI市場の成長を牽引する鉄道拡張の重要な役割を浮き彫りにしています。

鉄道用人工知能（AI）市場の主なプレーヤーは、競争力を獲得し、高度なソリューションを提供するために、AI列車検査システムのような革新的な技術を積極的に開拓しています。AI列車検査技術は、AIアルゴリズムを活用して、鉄道線路沿いに設置されたカメラやセンサーが捉えたデータや画像を分析します。例えば、ノーフォーク・サザン・コーポレーションは2023年10月、ジョージア工科大学研究機関（GTRI）と共同で開発した最先端のマシンビジョン検査技術を搭載したデジタル列車検査ポータルを導入しました。高解像度カメラとスタジアム照明を備えたこれらのポータルは、通過する鉄道車両の詳細な画像を最高時速70マイルで撮影します。AIを搭載したシステムはこれらの画像を分析し、ブレーキ問題、水漏れ、ベアリングの問題など、列車が走行中に人間の目では容易に検出できない潜在的な欠陥を検出します。このシステムは、高い精度と最小限の誤検知を示し、重大な欠陥に迅速にフラグを立て、直ちに注意を喚起します。このイニシアチブは、ノーフォーク・サザンの安全インフラと検査プロセスを強化することを目的としており、2024年までに12以上のポータルを配備する計画です。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 市場- 金利、インフレ、地政学、コロナ、回復が市場に与える影響を含むマクロ経済シナリオ

第5章 世界の成長分析と戦略分析フレームワーク

• 世界鉄道用人工知能（AI） PESTEL分析（政治、社会、技術、環境、法的要因、促進要因、抑制要因）
• 最終用途産業の分析
• 世界の鉄道用人工知能（AI）市場：成長率分析
• 世界の鉄道用人工知能（AI）市場の実績：規模と成長, 2019-2024
• 世界の鉄道用人工知能（AI）市場の予測：規模と成長, 2024-2029, 2034F
• 世界鉄道用人工知能（AI）総アドレス可能市場（TAM）

第6章 市場セグメンテーション

• 世界の鉄道用人工知能（AI）市場：コンポーネント別、実績と予測, 2019-2024, 2024-2029F, 2034F
• ハードウェア
• ソフトウェア
• 世界の鉄道用人工知能（AI）市場：技術別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 機械学習
• コンピュータビジョン
• 自然言語処理
• 世界の鉄道用人工知能（AI）市場：展開別、実績と予測, 2019-2024, 2024-2029F, 2034F
• クラウドベース
• オンプレミス
• 世界の鉄道用人工知能（AI）市場：用途別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 予測メンテナンス
• セキュリティと監視
• 運用管理
• 世界の鉄道用人工知能（AI）市場：エンドユーザー別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 鉄道事業者
• インフラストラクチャプロバイダー
• 世界の鉄道用人工知能（AI）市場、ハードウェアのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• AI搭載センサー
• AI統合制御システム
• 鉄道通信機器
• エッジコンピューティングデバイス
• 世界の鉄道用人工知能（AI）市場、ソフトウェアのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• AIベースの列車制御システム
• 予知保全ソフトウェア
• 乗客フロー管理ソフトウェア
• 交通管理およびスケジュール管理ソフトウェア
• AIベースの安全・セキュリティソフトウェア

第7章 地域別・国別分析

• 世界の鉄道用人工知能（AI）市場：地域別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 世界の鉄道用人工知能（AI）市場：国別、実績と予測, 2019-2024, 2024-2029F, 2034F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• 鉄道用人工知能（AI）市場：競合情勢
• 鉄道用人工知能（AI）市場：企業プロファイル
  • Huawei Technologies Co. Ltd. Overview, Products and Services, Strategy and Financial Analysis
  • Hitachi Ltd. Overview, Products and Services, Strategy and Financial Analysis
  • Siemens AG Overview, Products and Services, Strategy and Financial Analysis
  • General Electric Company Overview, Products and Services, Strategy and Financial Analysis
  • International Business Machines Corporation（IBM）Overview, Products and Services, Strategy and Financial Analysis

第31章 その他の大手企業と革新的企業

• Cisco Systems Inc.
• ABB Group
• Fujitsu Limited
• Nokia Corporation
• Toshiba Corporation
• Thales Group
• Voestalpine AG
• Alstom SA
• Wabtec Corporation
• Bombardier Inc.
• Samsung Heavy Industries
• Indra Sistemas S.A.
• CAF（Construcciones y Auxiliar de Ferrocarriles）S.A.
• Hyundai Rotem Company
• Eurotech SpA

第32章 世界の市場競合ベンチマーキングとダッシュボード

第33章 主要な合併と買収

第34章 最近の市場動向

第35章 市場の潜在力が高い国、セグメント、戦略

• 鉄道用人工知能（AI）市場2029：新たな機会を提供する国
• 鉄道用人工知能（AI）市場2029：新たな機会を提供するセグメント
• 鉄道用人工知能（AI）市場2029：成長戦略
  • 市場動向に基づく戦略
  • 競合の戦略

第36章 付録

Railway artificial intelligence (AI) involves the utilization of AI technologies within the railway industry to optimize efficiency, safety, and overall operations. This integration facilitates automation of processes, detection of anomalies or faults in equipment, and implementation of predictive maintenance strategies to minimize downtime and enhance service reliability. The overarching goal of railway AI is to revolutionize the railway sector by harnessing advanced technologies to create smarter, safer, and more efficient operations.

The primary components of railway artificial intelligence encompass hardware and software. Railway AI hardware refers to the tangible components and devices employed in AI systems deployed across railway networks. These technologies leverage machine learning, computer vision, and natural language processing, and can be implemented through cloud-based or on-premise solutions. The applications span predictive maintenance, security, surveillance, and operational management, serving various stakeholders including railway operators and infrastructure providers.

The railway artificial intelligence market research report is one of a series of new reports from The Business Research Company that provides railway artificial intelligence market statistics, including railway artificial intelligence industry global market size, regional shares, competitors with a railway artificial intelligence market share, detailed railway artificial intelligence market segments, market trends and opportunities, and any further data you may need to thrive in the railway artificial intelligence industry. This railway artificial intelligence market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The railway artificial intelligence (AI) market size has grown rapidly in recent years. It will grow from $2.55 billion in 2024 to $3.02 billion in 2025 at a compound annual growth rate (CAGR) of 18.4%. The growth in the historic period can be attributed to increasing demand for efficiency, safety concerns, aging infrastructure, passenger experience enhancement, regulatory requirements.

The railway artificial intelligence (AI) market size is expected to see rapid growth in the next few years. It will grow to $5.87 billion in 2029 at a compound annual growth rate (CAGR) of 18.1%. The growth in the forecast period can be attributed to continued digital transformation, adoption of autonomous trains, growth of smart infrastructure, focus on sustainability, expansion of high-speed rail networks. Major trends in the forecast period include integration of edge computing, advancements in predictive maintenance, adoption of AI-powered cybersecurity, expansion of AI in rail logistics, embrace of AI-driven sustainability initiatives.

The anticipated expansion of railway networks and infrastructure projects is set to drive the growth of the railway artificial intelligence (AI) market in the coming years. Railway networks and infrastructure projects encompass the planning, construction, and maintenance of physical structures like tracks, stations, and signaling systems, which facilitate train operations and meet transportation demands. This expansion is fueled by the rising need for efficient and sustainable transportation solutions to accommodate increasing urbanization, population mobility, and economic development requirements. AI technologies play a crucial role by analyzing data on passenger demand, traffic patterns, and geographic features, optimizing the planning, design, and operation of new railway lines and infrastructure. For example, in December 2023, the U.S. Department of Transportation's Federal Railroad Administration (FRA) allocated $8.2 billion for 10 passenger rail projects nationwide, following a previous $16.4 billion investment in 25 major projects along the country's busiest train routes. This substantial investment highlights the significant role of railway expansion in driving the growth of the railway AI market.

Key players in the railway artificial intelligence (AI) market are actively developing innovative technologies like AI train inspection systems to gain a competitive edge and offer advanced solutions. AI train inspection technology utilizes AI algorithms to analyze data and images captured by cameras and sensors installed along railway tracks. For instance, in October 2023, Norfolk Southern Corporation introduced digital train inspection portals featuring cutting-edge machine vision inspection technology developed in collaboration with Georgia Tech Research Institution (GTRI). These portals, equipped with high-resolution cameras and stadium lighting, capture detailed images of passing railcars at speeds of up to 70 miles per hour. The AI-powered system analyzes these images for potential defects, such as brake issues, leaks, and bearing problems, which may not be easily detectable by the human eye while the train is in motion. The system demonstrates high accuracy levels and minimal false positives, promptly flagging critical defects for immediate attention. This initiative aims to enhance Norfolk Southern's safety infrastructure and inspection processes, with plans to deploy over a dozen portals by 2024.

In May 2024, Hitachi Rail, a Japan-based manufacturer of rolling stock and railway signaling systems, acquired Thales' Ground Transportation Systems for $1.79 billion. This acquisition strengthens Hitachi Rail's presence, extending its operations to 51 countries. Thales S.A., a France-based company, specializes in providing railway artificial intelligence (AI) solutions.

Major companies operating in the railway ai market report are Huawei Technologies Co. Ltd.; Hitachi Ltd.; Siemens AG; General Electric Company; International Business Machines Corporation (IBM); Cisco Systems Inc.; ABB Group; Fujitsu Limited; Nokia Corporation; Toshiba Corporation; Thales Group; Voestalpine AG; Alstom SA; Wabtec Corporation; Bombardier Inc.; Samsung Heavy Industries; Indra Sistemas S.A.; CAF (Construcciones y Auxiliar de Ferrocarriles) S.A.; Hyundai Rotem Company; Eurotech SpA; CloudMoyo Inc.; Cervello Technologies LLC; Cogniac Corporation; D-Rail Technologies Ltd.; Pavemetrics Systems Inc.

North America was the largest region in the railway artificial intelligence (AI) market in 2024. The regions covered in the railway ai market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the railway ai market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The railway artificial intelligence (AI) market consists of revenues earned by entities by providing services such as predictive maintenance, traffic management, security services, energy management services, and remote monitoring services. The market value includes the value of related goods sold by the service provider or included within the service offering. The railway artificial intelligence (AI) market also includes sales of sensors and actuators, imaging systems, onboard computers, tracking devices, and control systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Railway Artificial Intelligence (AI) Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on railway artificial intelligence (ai) market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for railway artificial intelligence (ai) ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The railway artificial intelligence (ai) market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Component: Hardware; Software
• 2) By Technology: Machine Learning; Computer Vision; Natural Language Processing
• 3) By Deployment: Cloud Based; On-Premise
• 4) By Application: Predictive Maintenance; Security And Surveillance; Operational Management
• 5) By End-User: Railway Operator; Infrastructure Provider
• Subsegments:
• 1) By Hardware: AI-Powered Sensors; AI-Integrated Control Systems; Railway Communication Equipment; Edge Computing Devices
• 2) By Software: AI-Based Train Control Systems; Predictive Maintenance Software; Passenger Flow Management Software; Traffic Management And Scheduling Software; AI-Based Safety And Security Software
• Companies Mentioned: Huawei Technologies Co. Ltd.; Hitachi Ltd.; Siemens AG; General Electric Company; International Business Machines Corporation (IBM)
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Railway Artificial Intelligence (AI) Market Characteristics

3. Railway Artificial Intelligence (AI) Market Trends And Strategies

4. Railway Artificial Intelligence (AI) Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Railway Artificial Intelligence (AI) Growth Analysis And Strategic Analysis Framework

• 5.1. Global Railway Artificial Intelligence (AI) PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Railway Artificial Intelligence (AI) Market Growth Rate Analysis
• 5.4. Global Railway Artificial Intelligence (AI) Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Railway Artificial Intelligence (AI) Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Railway Artificial Intelligence (AI) Total Addressable Market (TAM)

6. Railway Artificial Intelligence (AI) Market Segmentation

• 6.1. Global Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Hardware
• Software
• 6.2. Global Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Machine Learning
• Computer Vision
• Natural Language Processing
• 6.3. Global Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Cloud Based
• On-Premise
• 6.4. Global Railway Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Predictive Maintenance
• Security And Surveillance
• Operational Management
• 6.5. Global Railway Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Railway Operator
• Infrastructure Provider
• 6.6. Global Railway Artificial Intelligence (AI) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• AI-Powered Sensors
• AI-Integrated Control Systems
• Railway Communication Equipment
• Edge Computing Devices
• 6.7. Global Railway Artificial Intelligence (AI) Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• AI-Based Train Control Systems
• Predictive Maintenance Software
• Passenger Flow Management Software
• Traffic Management And Scheduling Software
• AI-Based Safety And Security Software

7. Railway Artificial Intelligence (AI) Market Regional And Country Analysis

• 7.1. Global Railway Artificial Intelligence (AI) Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Railway Artificial Intelligence (AI) Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Railway Artificial Intelligence (AI) Market

• 8.1. Asia-Pacific Railway Artificial Intelligence (AI) Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Railway Artificial Intelligence (AI) Market

• 9.1. China Railway Artificial Intelligence (AI) Market Overview
• 9.2. China Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Railway Artificial Intelligence (AI) Market

• 10.1. India Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Railway Artificial Intelligence (AI) Market

• 11.1. Japan Railway Artificial Intelligence (AI) Market Overview
• 11.2. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Railway Artificial Intelligence (AI) Market

• 12.1. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Railway Artificial Intelligence (AI) Market

• 13.1. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Railway Artificial Intelligence (AI) Market

• 14.1. South Korea Railway Artificial Intelligence (AI) Market Overview
• 14.2. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Railway Artificial Intelligence (AI) Market

• 15.1. Western Europe Railway Artificial Intelligence (AI) Market Overview
• 15.2. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Railway Artificial Intelligence (AI) Market

• 16.1. UK Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Railway Artificial Intelligence (AI) Market

• 17.1. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Railway Artificial Intelligence (AI) Market

• 18.1. France Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Railway Artificial Intelligence (AI) Market

• 19.1. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Railway Artificial Intelligence (AI) Market

• 20.1. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Railway Artificial Intelligence (AI) Market

• 21.1. Eastern Europe Railway Artificial Intelligence (AI) Market Overview
• 21.2. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Railway Artificial Intelligence (AI) Market

• 22.1. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Railway Artificial Intelligence (AI) Market

• 23.1. North America Railway Artificial Intelligence (AI) Market Overview
• 23.2. North America Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Railway Artificial Intelligence (AI) Market

• 24.1. USA Railway Artificial Intelligence (AI) Market Overview
• 24.2. USA Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Railway Artificial Intelligence (AI) Market

• 25.1. Canada Railway Artificial Intelligence (AI) Market Overview
• 25.2. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Railway Artificial Intelligence (AI) Market

• 26.1. South America Railway Artificial Intelligence (AI) Market Overview
• 26.2. South America Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Railway Artificial Intelligence (AI) Market

• 27.1. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Railway Artificial Intelligence (AI) Market

• 28.1. Middle East Railway Artificial Intelligence (AI) Market Overview
• 28.2. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Railway Artificial Intelligence (AI) Market

• 29.1. Africa Railway Artificial Intelligence (AI) Market Overview
• 29.2. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Railway Artificial Intelligence (AI) Market, Segmentation By Deployment, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Railway Artificial Intelligence (AI) Market Competitive Landscape And Company Profiles

• 30.1. Railway Artificial Intelligence (AI) Market Competitive Landscape
• 30.2. Railway Artificial Intelligence (AI) Market Company Profiles
  • 30.2.1. Huawei Technologies Co. Ltd. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Hitachi Ltd. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. Siemens AG Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. General Electric Company Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis

31. Railway Artificial Intelligence (AI) Market Other Major And Innovative Companies

• 31.1. Cisco Systems Inc.
• 31.2. ABB Group
• 31.3. Fujitsu Limited
• 31.4. Nokia Corporation
• 31.5. Toshiba Corporation
• 31.6. Thales Group
• 31.7. Voestalpine AG
• 31.8. Alstom SA
• 31.9. Wabtec Corporation
• 31.10. Bombardier Inc.
• 31.11. Samsung Heavy Industries
• 31.12. Indra Sistemas S.A.
• 31.13. CAF (Construcciones y Auxiliar de Ferrocarriles) S.A.
• 31.14. Hyundai Rotem Company
• 31.15. Eurotech SpA

32. Global Railway Artificial Intelligence (AI) Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Railway Artificial Intelligence (AI) Market

34. Recent Developments In The Railway Artificial Intelligence (AI) Market

35. Railway Artificial Intelligence (AI) Market High Potential Countries, Segments and Strategies

• 35.1 Railway Artificial Intelligence (AI) Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Railway Artificial Intelligence (AI) Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Railway Artificial Intelligence (AI) Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer