輸送予測分析とシミュレーションの世界市場レポート 2025年

輸送予測分析とシミュレーション市場規模は、今後数年で急成長が見込まれます。2029年にはCAGR10.4％で43億7,000万米ドルに成長します。予測期間の成長は、スマートシティの増加、iot導入の増加、交通管理ソリューションの需要、持続可能性への注力に起因します。予測期間の主な動向には、ビッグデータ統合、人工知能と機械学習、スマート交通への需要、気候・環境問題、AIとmlの統合などがあります。

交通事故の増加が予想され、輸送予測分析とシミュレーション市場の成長を牽引します。道路、高速道路、その他の幹線道路で発生する交通事故は、車両交通量の増加、交通パターンや道路状況の変化、ドライバーのミス、天候の変化などの要因に起因します。輸送予測分析とシミュレーションは、リスクの高い場所の特定、交通流の強化、事故の予測と防止、ドライバーの行動への対処など、交通事故の軽減に重要な役割を果たしています。このため、輸送予測分析とシミュレーションの採用が増加しています。例えば、2022年5月のデータによると、米国運輸省の一部である道路交通安全局は、2021年の自動車交通事故による死者数を42,915人と報告し、前年の死者数38,824人から10.5％増加しました。したがって、交通事故の事例の増加は、輸送予測分析とシミュレーション市場の重要な促進要因となっています。

輸送予測分析とシミュレーション市場拡大の原動力となるのは、交通機関の成長です。輸送は、ある場所から別の場所への人、動物、商品、または物質の移動を包含し、成長の態勢を整えています。予測分析とシミュレーション技術は、運輸業界におけるデータ主導の意思決定を可能にし、運行を最適化し、安全対策を改善し、システム全体の効率を高める上で極めて重要な役割を果たしています。例えば、2023年6月のデータによると、米国トラック協会は2021年の米国トラック業界の年間売上高を8,755億米ドルと報告しており、これは同国の運賃請求額の80.4%に相当します。したがって、輸送活動の上昇基調は輸送予測分析とシミュレーション市場の重要な促進要因となっています。

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、コロナ禍、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

• 世界輸送予測分析とシミュレーション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
• 世界の輸送予測分析とシミュレーション市場：成長率分析
• 世界の輸送予測分析とシミュレーション市場の実績：規模と成長, 2019-2024
• 世界の輸送予測分析とシミュレーション市場の予測：規模と成長, 2024-2029, 2034F
• 世界輸送予測分析とシミュレーション総アドレス可能市場（TAM）

第6章 市場セグメンテーション

• 世界の輸送予測分析とシミュレーション市場：コンポーネント別、実績と予測, 2019-2024, 2024-2029F, 2034F
• ソフトウェア
• サービス
• 世界の輸送予測分析とシミュレーション市場シミュレーション方法による、実績と予測, 2019-2024, 2024-2029F, 2034F
• 顕微鏡的
• 巨視的
• メソスコピック
• 世界の輸送予測分析とシミュレーション市場：タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• オンプレミス
• クラウドベース
• 世界の輸送予測分析とシミュレーション市場：用途別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 道路
• 鉄道
• 航空
• シーウェイズ
• その他の用途
• 世界の輸送予測分析とシミュレーション市場、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
• 記述的分析ソフトウェア
• 予測分析ソフトウェア
• 処方分析ソフトウェア
• 世界の輸送予測分析とシミュレーション市場、サービスの種類別の細分化、実績と予測, 2019-2024, 2024-2029F, 2034F
• コンサルティングサービス
• 実装サービス
• サポートおよびメンテナンスサービス

第7章 地域別・国別分析

• 世界の輸送予測分析とシミュレーション市場：地域別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 世界の輸送予測分析とシミュレーション市場：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

• 輸送予測分析とシミュレーション市場：競合情勢
• 輸送予測分析とシミュレーション市場：企業プロファイル
  • SAP AG Overview, Products and Services, Strategy and Financial Analysis
  • IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
  • T-Systems International GmbH Overview, Products and Services, Strategy and Financial Analysis
  • Xerox Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Cubic Corporation 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

• Cyient Insights Private Limited
• Tiger Analytics Inc.
• PTV Group
• Predikto Inc.
• Space-Time Insight India Private Limited
• TSS-Transport Simulation Systems Inc.
• Caliper Corporation
• Dataiku
• INRIX
• Indra Sistemas S.A.
• Siemens AG
• Kapsch TrafficCom AG
• TomTom International BV
• HERE Technologies
• Iteris Inc.

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

• 輸送予測分析とシミュレーション市場2029：新たな機会を提供する国
• 輸送予測分析とシミュレーション市場2029：新たな機会を提供するセグメント
• 輸送予測分析とシミュレーション市場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

Transportation predictive analytics and simulation involve the application of data analysis techniques and mathematical models to anticipate and simulate diverse transportation scenarios.

The key elements of transportation predictive analytics and simulation include software and services. Software encompasses computer programs and tools utilized for the analysis and modeling of transportation data, enabling predictions about future transportation trends and occurrences. Its functionalities extend to the collection and storage of transportation data, analysis of transportation patterns, identification of trends, creation of virtual models for transportation systems, and the generation of maps. Transportation predictive analytics and simulation operate through microscopic, macroscopic, and mesoscopic simulation models, available for deployment on both on-premise and cloud-based platforms. The end-users benefiting from transportation predictive analytics and simulation span roadways, railways, airways, seaways, and other transportation systems.

The transportation predictive analytics and simulation software market research report is one of a series of new reports from The Business Research Company that provides transportation predictive analytics and simulation software market statistics, including transportation predictive analytics and simulation software industry global market size, regional shares, competitors with a transportation predictive analytics and simulation software market share, detailed transportation predictive analytics and simulation software market segments, market trends and opportunities, and any further data you may need to thrive in the transportation predictive analytics and simulation software industry. This transportation predictive analytics and simulation software 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 transportation predictive analytics and simulation market size has grown strongly in recent years. It will grow from$2.72 billion in 2024 to $2.94 billion in 2025 at a compound annual growth rate (CAGR) of 7.9%. The growth in the historic period can be attributed to emergence of iot, early smart city concepts, data collection efforts, government initiatives, transportation infrastructure growth

The transportation predictive analytics and simulation market size is expected to see rapid growth in the next few years. It will grow to $4.37 billion in 2029 at a compound annual growth rate (CAGR) of 10.4%. The growth in the forecast period can be attributed to rise in smart cities, increasing iot adoption, demand for traffic management solutions, focus on sustainability. Major trends in the forecast period include big data integration, artificial intelligence and machine learning, demand for smart transportation, climate and environmental concerns, integration of ai and ml.

The expected rise in instances of road accidents is set to drive the growth of the transportation predictive analytics and simulation market. Road accidents, occurring on roads, highways, and other thoroughfares, stem from factors such as increased vehicular traffic, alterations in traffic patterns or road conditions, driver errors, or shifts in weather conditions. Transportation predictive analytics and simulation play a crucial role in mitigating road accidents by identifying high-risk areas, enhancing traffic flow, predicting and preventing accidents, and addressing driver behavior. This has led to an increased adoption of transportation predictive analytics and simulation. For instance, data from May 2022 revealed that the National Highway Traffic Safety Administration, a part of the US Department of Transportation, reported 42,915 fatalities in motor vehicle traffic accidents in 2021, marking a 10.5% increase from the 38,824 fatalities in the previous year. Hence, the growing instances of road accidents are a significant driver of the transportation predictive analytics and simulation market.

The anticipated growth of transportation is expected to be a driving force behind the expansion of the transportation predictive analytics and simulation market. Transportation, encompassing the movement of people, animals, goods, or materials from one location to another, is poised for growth. Predictive analytics and simulation technologies play a pivotal role in enabling data-driven decision-making within the transportation industry, optimizing operations, improving safety measures, and enhancing overall system efficiency. For instance, data from June 2023 indicated that the American Trucking Association reported an annual revenue of $875.5 billion for the US trucking industry in 2021, representing 80.4% of the country's freight bill. Therefore, the upward trajectory in transportation activities serves as a key driver for the transportation predictive analytics and simulation market.

Product innovations stand out as a prominent trend gaining momentum in the transportation predictive analytics and simulation market. Companies within this market are actively embracing new technologies as part of their strategy to maintain a competitive edge. An illustrative example is Geotab Intelligent Transportation Systems, a Canada-based provider of telematics technology for GPS fleet management, which introduced Stop Analytics in April 2023. This data analytics module is designed to enhance the movement of goods and services, improve safety at truck stops and roadways, strategically identify new real estate sites, develop more efficient curbside management programs, and pinpoint locations for electric vehicle charging infrastructure. Stop Analytics specifically aids in identifying parking for heavy-duty trucks, contributing to improved driver safety.

Major players in the transportation predictive analytics and simulation market are also actively developing innovative products such as the transport automation controller to drive market revenues. Ericsson, a Sweden-based telecommunications company, launched the Ericsson Transport Automation Controller in November 2023. This cloud-native software, leveraging artificial intelligence (AI) and machine learning (ML), analyzes and automates microwave, IP, and optical networks. Targeted at communications service providers (CSPs), the controller offers an advanced solution for maximizing efficiency in mobile transport networks. The product integrates automatic configuration, pathfinding, and other advanced functionalities, incorporating AIOps (artificial intelligence for IT operations).

In October 2024, Transoft Solutions Inc., a Canada-based transportation engineering software company, acquired Advanced Mobility Analytics Group (AMAG) for an undisclosed sum. This acquisition highlights Transoft's commitment to advancing transportation technology and addressing the growing demand for effective mobility solutions in urban environments. Advanced Mobility Analytics Group, based in Australia, specializes in developing advanced analytics solutions aimed at enhancing road safety and traffic management.

Major companies operating in the transportation predictive analytics and simulation market include SAP AG, IBM Corporation, T-Systems International GmbH, Xerox Corporation, Cubic Corporation, Cyient Insights Private Limited, Tiger Analytics Inc., PTV Group, Predikto Inc., Space-Time Insight India Private Limited, TSS-Transport Simulation Systems Inc., Caliper Corporation, Dataiku, INRIX, Indra Sistemas S.A., Siemens AG, Kapsch TrafficCom AG, TomTom International BV, HERE Technologies, Iteris Inc., Citilabs Inc., Dassault Systemes SE, Altair Engineering Inc., AnyLogic North America LLC, Simio LLC, FlexSim Software Products Inc., Transoft Solutions Inc., Trafficware Group Inc., Mott MacDonald Group, WSP Global Inc., IBI Group Inc., Stantec Inc., GHD Group Pty. Ltd.

North America was the largest region in the transportation predictive analytics and simulation market in 2024. Asia-pacific is expected to be the fastest-growing region in the global transportation predictive analytics and simulation market during the forecast period. The regions covered in the transportation predictive analytics and simulation market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the transportation predictive analytics and simulation market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The transportation predictive analytics and simulation market consists of revenues earned by entities by providing predictive analytics and simulation services such as predicting traffic congestion, estimating travel time, optimizing route planning, and assessing the impact of infrastructure changes. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The transportation predictive analytics and simulation market consists of the sales of transportation management systems, predictive analytics software, simulation software, and real-time data analytics. 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.

Transportation Predictive Analytics And Simulation 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 transportation predictive analytics and simulation 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 transportation predictive analytics and simulation ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The transportation predictive analytics and simulation 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: Software; Services
• 2) By Simulation Method: Microscopic; Macroscopic; Mesoscopic
• 3) By Type: On-Premise; Cloud-based
• 4) By Application: Roadways; Railways; Airways; Seaways; Other Applications
• Subsegments:
• 1) By Software: Descriptive Analytics Software; Predictive Analytics Software; Prescriptive Analytics Software
• 2) By Services: Consulting Services; Implementation Services; Support And Maintenance Services
• Companies Mentioned: SAP AG; IBM Corporation; T-Systems International GmbH; Xerox Corporation; Cubic Corporation
• 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. Transportation Predictive Analytics And Simulation Market Characteristics

3. Transportation Predictive Analytics And Simulation Market Trends And Strategies

4. Transportation Predictive Analytics And Simulation Market - Macro Economic Scenario including the impact of Interest Rates, Inflation, Geopolitics and Covid And Recovery on the Market

5. Global Transportation Predictive Analytics And Simulation Growth Analysis And Strategic Analysis Framework

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

6. Transportation Predictive Analytics And Simulation Market Segmentation

• 6.1. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Software
• Services
• 6.2. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Microscopic
• Macroscopic
• Mesoscopic
• 6.3. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• On-Premise
• Cloud-based
• 6.4. Global Transportation Predictive Analytics And Simulation Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Roadways
• Railways
• Airways
• Seaways
• Other Applications
• 6.5. Global Transportation Predictive Analytics And Simulation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Descriptive Analytics Software
• Predictive Analytics Software
• Prescriptive Analytics Software
• 6.6. Global Transportation Predictive Analytics And Simulation Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Consulting Services
• Implementation Services
• Support And Maintenance Services

7. Transportation Predictive Analytics And Simulation Market Regional And Country Analysis

• 7.1. Global Transportation Predictive Analytics And Simulation Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Transportation Predictive Analytics And Simulation Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Transportation Predictive Analytics And Simulation Market

• 8.1. Asia-Pacific Transportation Predictive Analytics And Simulation 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 Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Transportation Predictive Analytics And Simulation Market

• 9.1. China Transportation Predictive Analytics And Simulation Market Overview
• 9.2. China Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Transportation Predictive Analytics And Simulation Market

• 10.1. India Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Transportation Predictive Analytics And Simulation Market

• 11.1. Japan Transportation Predictive Analytics And Simulation Market Overview
• 11.2. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Transportation Predictive Analytics And Simulation Market

• 12.1. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Transportation Predictive Analytics And Simulation Market

• 13.1. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Transportation Predictive Analytics And Simulation Market

• 14.1. South Korea Transportation Predictive Analytics And Simulation Market Overview
• 14.2. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Transportation Predictive Analytics And Simulation Market

• 15.1. Western Europe Transportation Predictive Analytics And Simulation Market Overview
• 15.2. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Transportation Predictive Analytics And Simulation Market

• 16.1. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Transportation Predictive Analytics And Simulation Market

• 17.1. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Transportation Predictive Analytics And Simulation Market

• 18.1. France Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Transportation Predictive Analytics And Simulation Market

• 19.1. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Transportation Predictive Analytics And Simulation Market

• 20.1. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Transportation Predictive Analytics And Simulation Market

• 21.1. Eastern Europe Transportation Predictive Analytics And Simulation Market Overview
• 21.2. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Transportation Predictive Analytics And Simulation Market

• 22.1. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Transportation Predictive Analytics And Simulation Market

• 23.1. North America Transportation Predictive Analytics And Simulation Market Overview
• 23.2. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Transportation Predictive Analytics And Simulation Market

• 24.1. USA Transportation Predictive Analytics And Simulation Market Overview
• 24.2. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Transportation Predictive Analytics And Simulation Market

• 25.1. Canada Transportation Predictive Analytics And Simulation Market Overview
• 25.2. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Transportation Predictive Analytics And Simulation Market

• 26.1. South America Transportation Predictive Analytics And Simulation Market Overview
• 26.2. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Transportation Predictive Analytics And Simulation Market

• 27.1. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Transportation Predictive Analytics And Simulation Market

• 28.1. Middle East Transportation Predictive Analytics And Simulation Market Overview
• 28.2. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Transportation Predictive Analytics And Simulation Market

• 29.1. Africa Transportation Predictive Analytics And Simulation Market Overview
• 29.2. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Simulation Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Transportation Predictive Analytics And Simulation Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Transportation Predictive Analytics And Simulation Market Competitive Landscape And Company Profiles

• 30.1. Transportation Predictive Analytics And Simulation Market Competitive Landscape
• 30.2. Transportation Predictive Analytics And Simulation Market Company Profiles
  • 30.2.1. SAP AG Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. T-Systems International GmbH Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Xerox Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Cubic Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Transportation Predictive Analytics And Simulation Market Other Major And Innovative Companies

• 31.1. Cyient Insights Private Limited
• 31.2. Tiger Analytics Inc.
• 31.3. PTV Group
• 31.4. Predikto Inc.
• 31.5. Space-Time Insight India Private Limited
• 31.6. TSS-Transport Simulation Systems Inc.
• 31.7. Caliper Corporation
• 31.8. Dataiku
• 31.9. INRIX
• 31.10. Indra Sistemas S.A.
• 31.11. Siemens AG
• 31.12. Kapsch TrafficCom AG
• 31.13. TomTom International BV
• 31.14. HERE Technologies
• 31.15. Iteris Inc.

32. Global Transportation Predictive Analytics And Simulation Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Transportation Predictive Analytics And Simulation Market

34. Recent Developments In The Transportation Predictive Analytics And Simulation Market

35. Transportation Predictive Analytics And Simulation Market High Potential Countries, Segments and Strategies

• 35.1 Transportation Predictive Analytics And Simulation Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Transportation Predictive Analytics And Simulation Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Transportation Predictive Analytics And Simulation 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