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市场调查报告书
商品编码
1953380

运输管理系统市场 - 全球产业规模、份额、趋势、机会及预测(按解决方案、运输方式、最终用户、地区和竞争格局划分,2021-2031年)

Transportation Management Systems Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Solution, By Transportation Mode, By End User, By Region & Competition, 2021-2031F

出版日期: | 出版商: TechSci Research | 英文 180 Pages | 商品交期: 2-3个工作天内

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简介目录

全球运输管理系统市场预计将从 2025 年的 152.4 亿美元成长到 2031 年的 410.8 亿美元,复合年增长率为 17.97%。

运输管理系统 (TMS) 是规划、执行和最佳化货物运输的关键专用软体平台。推动该市场发展的关键因素包括:对供应链即时可视性的迫切需求,以及在物流日益复杂的情况下降低货运成本的迫切需求。此外,电子商务的快速成长也需要强大的数位化解决方案来管理不断增长的货运量。产业洞察也印证了这个技术应用趋势,三菱重工 (MHI) 发布的 2024 年报告显示,55% 的供应链领导者正在增加对技术和创新的投资,以增强其营运的韧性。

市场概览
预测期 2027-2031
市场规模:2025年 152.4亿美元
市场规模:2031年 410.8亿美元
复合年增长率:2026-2031年 17.97%
成长最快的细分市场
最大的市场 北美洲

然而,该市场面临高昂的实施成本和技术难题等重大障碍。将运输管理系统 (TMS) 平台与现有系统整合通常需要大量资金和专业知识,这限制了中小企业的采用。此外,为了确保软体能够有效处理复杂的运输网路而不中断现有的工作流程,还需要持续的维护和员工培训,这进一步加剧了这项挑战。

市场驱动因素

全球电子商务产业的指数级成长正在从根本上改变市场格局,对大批量小包裹递送和最后一公里配送提出了更高的要求。随着消费者对更快送达速度的需求不断增长,托运人正利用运输管理系统 (TMS) 平台优化多承运商网络,并深入了解货物的运输状态。数位商务交易量的激增是推动软体普及的关键因素,因为人工流程缺乏扩充性来满足速度和准确性的要求。根据供应链管理专业人员协会 (CSCMP) 于 2025 年 6 月发布的《2025 年物流状况报告》,全球线上零售额将接近 6.3 兆美元,这凸显了物流网络面临的巨大压力,即必须对其数位基础设施进行现代化改造,以应对不断增长的交易量。

同时,贸易全球化和供应链网路日益复杂化迫使企业实施强大的运输管理系统 (TMS) 解决方案,以管理跨境合规和到岸成本核算。在地缘政治不稳定和贸易政策不断变化的环境下,这些系统对于透过自动化监管检查降低风险和保护利润率至关重要。根据 Uber Freight 于 2025 年 10 月发布的《2025 年第三季市场趋势与展望报告》,平均有效关税税率将上升至 16.4%,达到 1936 年以来的最高水平,凸显了对先进管理工具的需求。这种日益增长的复杂性也带来了更广泛的市场挑战。供应链管理专业人员协会 (CSCMP) 的一份报告显示,到 2025 年,美国企业的物流成本将达到 2.58 兆美元,这进一步印证了 TMS 在支出管理方面的重要性。

市场挑战

高成本和技术复杂性是限制全球运输管理系统市场成长的重要障碍。这项挑战限制了市场渗透率,尤其是在中小企业中,这些企业往往缺乏进行大规模初始软体投资和整合所需的资金储备。将现代运输管理系统平台与老旧的传统基础设施整合需要先进的IT技术,这会消耗资源并延长实施週期。因此,技术资源有限的企业被迫推迟现代化计画,从而缩小了供应商的潜在市场规模,并减缓了整个行业的成长。

近期一项针对技术采纳障碍的行业分析也印证了这一财务和技术壁垒:根据三菱重工(MHI)的一项调查,26%的供应链专业人士认为预算不足是2024年采用新型供应链技术的主要障碍。这些数据表明,儘管营运上迫切需要更有效率的物流管理,但巨大的资金限制阻碍了大部分产业采用先进的运输解决方案,限制了近期市场潜力。

市场趋势

人工智慧 (AI) 和机器学习的整合正在从根本上改变运输管理系统 (TMS),使其从被动的规划工具转变为预测性的协调引擎。借助生成式人工智慧和先进演算法,现代平台能够自动执行复杂的决策任务,例如在中断期间动态重新规划路线,以及在运力短缺发生之前进行预测。这项技术进步使物流业者能够透过自动化日常营运和优化资源分配,在不相应增加员工人数的情况下提高收入。根据三菱重工 (MHI) 于 2025 年 3 月发布的《2025 年年度行业报告》,82% 的供应链经理计划在未来五年内将人工智慧引入其运营,这表明该行业正在向自动化智慧方向发生强劲转变。

同时,碳排放追踪和永续发展工具的开发正从增值功能演变为强制性合规要求。随着欧盟《企业永续发展报告指令》(CSRD)等全球法规对报告标准提出更为严格的要求,运输管理系统(TMS)平台正在整合货运层面的范围3排放计算,以帮助托运人平衡货运成本与环境影响。这些工具对于落实公司在环境、社会和管治(ESG)方面的承诺,并透过数据驱动的路线分析降低燃料消耗至关重要。根据Geotab于2025年3月发布的《2024年永续发展影响报告》,配备这些专业永续发展解决方案的车队平均每英里二氧化碳排放量比未配备此类解决方案的车队降低了6.3%,这印证了软体主导脱碳策略的有效性。

目录

第一章概述

第二章调查方法

第三章执行摘要

第四章:客户评价

第五章 全球运输管理系统市场展望

  • 市场规模及预测
    • 按金额
  • 市占率及预测
    • 按解决方案分类(营运规划、出货和订单管理、支付和索赔管理、监控和追踪、报告和分析、其他)
    • 依运输方式(公路、铁路、水路、航空)
    • 依最终用户(零售/电子商务、製造业、物流业、政府机构、其他)划分
    • 按地区
    • 按公司(2025 年)
  • 市场地图

第六章 北美运输管理系统市场展望

  • 市场规模及预测
  • 市占率及预测
  • 北美洲:国家分析
    • 我们
    • 加拿大
    • 墨西哥

7. 欧洲运输管理系统市场展望

  • 市场规模及预测
  • 市占率及预测
  • 欧洲:国家分析
    • 德国
    • 法国
    • 英国
    • 义大利
    • 西班牙

8. 亚太地区交通管理系统市场展望

  • 市场规模及预测
  • 市占率及预测
  • 亚太地区:国家分析
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲

9. 中东和非洲运输管理系统市场展望

  • 市场规模及预测
  • 市占率及预测
  • 中东和非洲:国家分析
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

10. 南美洲交通管理系统市场展望

  • 市场规模及预测
  • 市占率及预测
  • 南美洲:国家分析
    • 巴西
    • 哥伦比亚
    • 阿根廷

第十一章 市场动态

  • 司机
  • 任务

第十二章 市场趋势与发展

  • 併购
  • 产品发布
  • 最新进展

第十三章 全球运输管理系统市场:SWOT分析

第十四章:波特五力分析

  • 产业竞争
  • 新进入者的可能性
  • 供应商电力
  • 顾客权力
  • 替代品的威胁

第十五章 竞争格局

  • SAP SE
  • Oracle Corporation
  • Blue Yonder, Inc.
  • Manhattan Associates, Inc.
  • The Descartes Systems Group Inc.
  • FreightWise, LLC
  • MercuryGate International, Inc.
  • Koch, Inc.
  • Samsara Inc.
  • FourKites, Inc.

第十六章 策略建议

第十七章:关于研究公司及免责声明

简介目录
Product Code: 25427

The Global Transportation Management Systems Market is projected to expand from USD 15.24 Billion in 2025 to USD 41.08 Billion by 2031, registering a CAGR of 17.97%. A Transportation Management System (TMS) acts as a specialized software platform essential for planning, executing, and optimizing the physical movement of cargo. Key drivers for this market include the urgent need for real-time visibility across the supply chain and the necessity to curtail freight costs amidst growing logistical complexities. Moreover, the swift growth of e-commerce requires powerful digital solutions to manage rising shipping volumes. This trend toward technological adoption is supported by industry insights; MHI reported in 2024 that 55% of supply chain leaders are boosting their investments in technology and innovation to strengthen operational resilience.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 15.24 Billion
Market Size 2031USD 41.08 Billion
CAGR 2026-203117.97%
Fastest Growing SegmentRoadways
Largest MarketNorth America

However, the market faces substantial obstacles related to the high costs and technical difficulties of implementation. Integrating TMS platforms with legacy systems often necessitates significant financial capital and specialized expertise, which restricts adoption among small and medium-sized enterprises. This challenge is further complicated by the ongoing need for maintenance and employee training to ensure the software can effectively handle complex transportation networks without causing disruptions to established operational workflows.

Market Driver

The exponential expansion of the global e-commerce sector is fundamentally reshaping the market by requiring advanced capabilities for high-volume parcel shipping and last-mile execution. As consumer demand for rapid delivery intensifies, shippers are utilizing TMS platforms to optimize multi-carrier networks and achieve detailed visibility into shipment status. This surge in digital commerce volume serves as a primary driver for software adoption, as manual processes lack the scalability to meet speed and accuracy requirements. According to the Council of Supply Chain Management Professionals' '2025 State of Logistics Report' published in June 2025, global online retail sales approached $6.3 trillion, highlighting the immense pressure on logistics networks to modernize digital infrastructure to manage these growing volumes.

Simultaneously, the globalization of trade and the complexity of supply chain networks compel organizations to adopt robust TMS solutions for managing cross-border compliance and landed cost calculations. In a landscape characterized by geopolitical instability and changing trade policies, these systems are vital for mitigating risk and protecting margins through automated regulatory checks. Uber Freight's 'Q3 2025 Quarterly Market Update and Outlook Report' from October 2025 indicated that the average effective tariff rate increased to 16.4%, the highest since 1936, driving the need for sophisticated management tools. This rising complexity feeds into broader market challenges; the Council of Supply Chain Management Professionals reported that U.S. business logistics costs hit $2.58 trillion in 2025, further validating the critical role of TMS in controlling expenditures.

Market Challenge

The high costs and technical complexity associated with implementation act as a significant barrier impeding the growth of the Global Transportation Management Systems Market. This challenge limits market penetration, especially among small and medium-sized enterprises (SMEs) that often lack the capital reserves required for significant upfront software investments and integration expenses. The complexity of integrating modern TMS platforms with aging legacy infrastructure necessitates specialized IT expertise, creating a resource drain that extends deployment timelines. Consequently, organizations with limited technical resources are often compelled to delay modernization initiatives, reducing the total addressable market for vendors and slowing the industry's overall growth.

This financial and technical friction is supported by recent industry analysis concerning obstacles to technology adoption. According to MHI, in 2024, 26% of supply chain professionals cited a lack of budget as the primary hurdle to adopting new supply chain technologies. This data indicates that, despite the operational need for superior logistics management, significant capital constraints prevent a large portion of the industry from acquiring advanced transportation solutions, effectively limiting market potential in the near term.

Market Trends

The integration of Artificial Intelligence and Machine Learning is fundamentally elevating Transportation Management Systems from reactive planning tools to predictive orchestration engines. By utilizing Generative AI and advanced algorithms, modern platforms can automate complex decision-making tasks, such as dynamic rerouting during disruptions and forecasting capacity shortages before they materialize. This technological advancement enables logistics providers to scale revenue without proportionally increasing headcount by automating routine activities and optimizing resource allocation. MHI's '2025 Annual Industry Report' from March 2025 indicates that 82% of supply chain leaders plan to incorporate artificial intelligence into their operations within the next five years, emphasizing the industry's strong shift toward automated intelligence.

Simultaneously, the development of carbon emissions tracking and sustainability tools has evolved from a value-added feature into a mandatory compliance requirement. As global regulations like the EU's CSRD impose stricter reporting standards, TMS platforms are embedding capabilities to calculate Scope 3 emissions at the shipment level, allowing shippers to balance freight costs with environmental impact. These tools are crucial for operationalizing corporate ESG commitments and reducing fuel usage through data-driven route analysis. According to Geotab's '2024 Sustainability and Impact Report' published in March 2025, fleets using these specialized sustainability solutions emitted on average 6.3% less CO2 per mile compared to non-users, confirming the effectiveness of software-led decarbonization strategies.

Key Market Players

  • SAP SE
  • Oracle Corporation
  • Blue Yonder, Inc.
  • Manhattan Associates, Inc.
  • The Descartes Systems Group Inc.
  • FreightWise, LLC
  • MercuryGate International, Inc.
  • Koch, Inc.
  • Samsara Inc.
  • FourKites, Inc.

Report Scope

In this report, the Global Transportation Management Systems Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Transportation Management Systems Market, By Solution

  • Operational Planning
  • Freight & Order Management
  • Payment & Claims Management
  • Monitoring & Tracking
  • Reporting & Analytics
  • Others

Transportation Management Systems Market, By Transportation Mode

  • Roadways
  • Railways
  • Waterways
  • Airways

Transportation Management Systems Market, By End User

  • Retail & Ecommerce
  • Manufacturing
  • Logistics
  • Government Organizations
  • Others

Transportation Management Systems Market, By Region

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Transportation Management Systems Market.

Available Customizations:

Global Transportation Management Systems Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Transportation Management Systems Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Solution (Operational Planning, Freight & Order Management, Payment & Claims Management, Monitoring & Tracking, Reporting & Analytics, Others)
    • 5.2.2. By Transportation Mode (Roadways, Railways, Waterways, Airways)
    • 5.2.3. By End User (Retail & Ecommerce, Manufacturing, Logistics, Government Organizations, Others)
    • 5.2.4. By Region
    • 5.2.5. By Company (2025)
  • 5.3. Market Map

6. North America Transportation Management Systems Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Solution
    • 6.2.2. By Transportation Mode
    • 6.2.3. By End User
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Transportation Management Systems Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Solution
        • 6.3.1.2.2. By Transportation Mode
        • 6.3.1.2.3. By End User
    • 6.3.2. Canada Transportation Management Systems Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Solution
        • 6.3.2.2.2. By Transportation Mode
        • 6.3.2.2.3. By End User
    • 6.3.3. Mexico Transportation Management Systems Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Solution
        • 6.3.3.2.2. By Transportation Mode
        • 6.3.3.2.3. By End User

7. Europe Transportation Management Systems Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Solution
    • 7.2.2. By Transportation Mode
    • 7.2.3. By End User
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany Transportation Management Systems Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Solution
        • 7.3.1.2.2. By Transportation Mode
        • 7.3.1.2.3. By End User
    • 7.3.2. France Transportation Management Systems Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Solution
        • 7.3.2.2.2. By Transportation Mode
        • 7.3.2.2.3. By End User
    • 7.3.3. United Kingdom Transportation Management Systems Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Solution
        • 7.3.3.2.2. By Transportation Mode
        • 7.3.3.2.3. By End User
    • 7.3.4. Italy Transportation Management Systems Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Solution
        • 7.3.4.2.2. By Transportation Mode
        • 7.3.4.2.3. By End User
    • 7.3.5. Spain Transportation Management Systems Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Solution
        • 7.3.5.2.2. By Transportation Mode
        • 7.3.5.2.3. By End User

8. Asia Pacific Transportation Management Systems Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Solution
    • 8.2.2. By Transportation Mode
    • 8.2.3. By End User
    • 8.2.4. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China Transportation Management Systems Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Solution
        • 8.3.1.2.2. By Transportation Mode
        • 8.3.1.2.3. By End User
    • 8.3.2. India Transportation Management Systems Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Solution
        • 8.3.2.2.2. By Transportation Mode
        • 8.3.2.2.3. By End User
    • 8.3.3. Japan Transportation Management Systems Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Solution
        • 8.3.3.2.2. By Transportation Mode
        • 8.3.3.2.3. By End User
    • 8.3.4. South Korea Transportation Management Systems Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Solution
        • 8.3.4.2.2. By Transportation Mode
        • 8.3.4.2.3. By End User
    • 8.3.5. Australia Transportation Management Systems Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Solution
        • 8.3.5.2.2. By Transportation Mode
        • 8.3.5.2.3. By End User

9. Middle East & Africa Transportation Management Systems Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Solution
    • 9.2.2. By Transportation Mode
    • 9.2.3. By End User
    • 9.2.4. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia Transportation Management Systems Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Solution
        • 9.3.1.2.2. By Transportation Mode
        • 9.3.1.2.3. By End User
    • 9.3.2. UAE Transportation Management Systems Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Solution
        • 9.3.2.2.2. By Transportation Mode
        • 9.3.2.2.3. By End User
    • 9.3.3. South Africa Transportation Management Systems Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Solution
        • 9.3.3.2.2. By Transportation Mode
        • 9.3.3.2.3. By End User

10. South America Transportation Management Systems Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Solution
    • 10.2.2. By Transportation Mode
    • 10.2.3. By End User
    • 10.2.4. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Transportation Management Systems Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Solution
        • 10.3.1.2.2. By Transportation Mode
        • 10.3.1.2.3. By End User
    • 10.3.2. Colombia Transportation Management Systems Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Solution
        • 10.3.2.2.2. By Transportation Mode
        • 10.3.2.2.3. By End User
    • 10.3.3. Argentina Transportation Management Systems Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Solution
        • 10.3.3.2.2. By Transportation Mode
        • 10.3.3.2.3. By End User

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Global Transportation Management Systems Market: SWOT Analysis

14. Porter's Five Forces Analysis

  • 14.1. Competition in the Industry
  • 14.2. Potential of New Entrants
  • 14.3. Power of Suppliers
  • 14.4. Power of Customers
  • 14.5. Threat of Substitute Products

15. Competitive Landscape

  • 15.1. SAP SE
    • 15.1.1. Business Overview
    • 15.1.2. Products & Services
    • 15.1.3. Recent Developments
    • 15.1.4. Key Personnel
    • 15.1.5. SWOT Analysis
  • 15.2. Oracle Corporation
  • 15.3. Blue Yonder, Inc.
  • 15.4. Manhattan Associates, Inc.
  • 15.5. The Descartes Systems Group Inc.
  • 15.6. FreightWise, LLC
  • 15.7. MercuryGate International, Inc.
  • 15.8. Koch, Inc.
  • 15.9. Samsara Inc.
  • 15.10. FourKites, Inc.

16. Strategic Recommendations

17. About Us & Disclaimer