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1853916

物流市場數位轉型：依物流類型、技術、實施類型、組織規模及最終用戶分類－2025-2032年全球預測

Digital Transformation in Logistics Market by Logistics Type, Technology, Deployment Mode, Organization Size, End User - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 186 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，物流領域的數位轉型市場規模將達到 640 億美元，複合年成長率為 15.11%。

主要市場統計數據
基準年 2024 207.5億美元
預計年份：2025年 239.2億美元
預測年份：2032年 640億美元
複合年成長率 (%) 15.11%

科技、監管和客戶期望的融合如何重塑物流營運和現代企業的策略重點？

物流業正處於關鍵的曲折點，營運的嚴謹性和數位化創新在此交匯融合，重塑貨物運輸方式、企業規模化發展模式以及客戶價值獲取途徑。自動化、進階分析和連網型設備的快速普及，推動了創新從試點階段走向實踐階段，端到端的可視性和編配已成為基礎能力，而非競爭優勢。同時，宏觀經濟壓力和不斷變化的貿易政策，也凸顯了能夠應對需求波動和監管變化的、具有韌性和適應性的物流網路的戰略重要性。

在這種環境下，企業主管必須平衡短期業務連續性和長期現代化。如果企業希望在降低營運成本的同時維持服務水平，那麼對數位化平台、雲端營運和員工技能提升的投資已不再是可選項。技術應用與即時交付和按需履約等不斷演進的商業模式相融合，正在推動企業重新思考庫存策略和網路設計。因此，物流領導者正在優先考慮模組化架構和資料驅動的決策框架，以實現價值的逐步提升和快速的調整。

這項組裝後續分析奠定了基礎，重點在於可見性、自動化、互通性和人力資本的轉型要務。報告以此為視角，探討了變革將如何在業務流程、監管要求、技術架構和競爭定位等方面展開，從而為策略行動提供切實可行的基礎。

平台編配、綠色物流和人機協同自動化的興起正在重塑整個供應鏈的營運模式和策略夥伴關係。

在數位化融合、貿易模式轉變和客戶期望不斷變化等因素的驅動下，物流格局正在經歷一場變革。數位化正從單一解決方案加速邁向以平台為中心的生態系統，雲端原生應用、機器學習模型和邊緣感測器建構起持續的回饋迴路，從而最佳化路線、改善預測性維護和需求預測。同時，永續性要求和不斷上漲的燃油成本也推動了運輸模式轉換和綠色物流舉措，促使人們重新思考承運商的選擇、包裝和退貨流程。

在營運方面，將分散的系統整合到一個以即時決策為優先的統一控制塔中，顯然已成為一種趨勢。這種整合降低了異常處理的延遲，並賦予規劃人員基於場景的模擬能力。同時，勞動力市場緊張和對新技能的需求等勞動力動態，促使企業投資於人機協同自動化，在這種自動化模式下，機器人和人機互動介面能夠提高生產力，但又不會完全取代關鍵的人類判斷。

從策略角度來看，製造商、承運商和第三方物流供應商之間的夥伴關係正在不斷深化。互通性標準和資料共用協定對於實現多方協作至關重要：透過可互通且可擴展的架構，可實現速度、適應性和智慧性。

近期關稅調整如何加速供應鏈韌性計畫、近岸外包策略以及對動態和路徑智慧的投資

美國宣布的2025年關稅調整的累積影響正迫使物流企業重新評估其路線規劃、採購和庫存策略，以維持利潤率和服務水準。關稅導致的成本上漲改變了到岸成本的計算方式，促使一些公司重新評估其供應商組合，並考慮近岸外包、雙重採購和區域整合策略以降低風險敞口。這些策略轉變通常會導致運輸規劃和海關合規的複雜性增加，從而推動對先進貿易管理能力和情境規劃工具的需求。

從營運角度來看，關稅波動凸顯了靈活運輸網路的重要性，這類網路能夠在最大限度減少中斷的情況下，在不同運輸方式和線路之間重新分配貨運量。各公司正在投資動態路線規劃引擎和整合承運商管理系統，以便快速回應成本變化和運能限制。此外，關稅風險的上升也使得準確的產品分類、關稅最佳化和預先審核追蹤變得尤為重要，從而避免罰款並加快清關速度。

關稅動態正在加速向以視覺性為先的架構轉型，這種架構能夠實現快速模型重新校準和基於資訊的決策。將即時成本資訊與網路仿真相結合，使企業能夠進行反事實分析，權衡速度、成本和可靠性，從而製定出在各種貿易政策情境下都穩健的供應鏈設計決策。

一個全面的細分框架揭示了物流類型、技術堆疊、部署選擇、組織規模和最終用戶需求如何決定解決方案的設計和採用。

詳細的市場區隔分析揭示了物流各職能部門和相關人員面臨的不同營運壓力和技術需求；這些差異驅動著解決方案的採用模式和設計。依物流類型分類，市場涵蓋車隊管理、庫存管理、訂單管理、運輸管理和倉儲管理。車隊管理包括燃油管理、維護管理和遠端資訊處理，所有這些都旨在減少停機時間並提高運轉率；運輸管理涵蓋空運、鐵路運輸、道路運輸和海運，每種運輸方式都有其獨特的成本、前置作業時間和監管要求。倉儲管理則整合了自動化儲存和搜尋系統、倉庫機器人和倉庫管理系統（WMS）軟體，以提高吞吐量和準確性。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 整合人工智慧驅動的預測分析技術，可在多模態網路中即時安排車輛維護。
  • 在大型倉庫設施中部署自主無人機網路，以實現快速庫存審核。
  • 實施基於區塊鏈的智慧合約，實現透明的供應鏈融資和供應商合規性追蹤
  • 利用物聯網感測器陣列數位雙胞胎，從源頭到零售商監控低溫運輸完整性
  • 部署邊緣運算平台，分析車輛遠端資訊處理數據，並在不斷變化的交通狀況下實現動態路線最佳化
  • 利用5G連線協調自動導引運輸車和分類系統之間的同步操作

第6章美國關稅的累積影響，2025年

第7章 人工智慧的累積影響，2025年

第8章：依物流類型分類的物流市場數位轉型

  • 車隊管理
    • 燃料管理
    • 維護管理
    • 車載資訊系統
  • 庫存管理
    • 需求預測
    • 安全庫存管理
  • 訂單管理
    • 訂單履行
    • 訂單追蹤
  • 運輸管理
    • 空運
    • 鐵路運輸
    • 道路運輸
    • 海上運輸
  • 倉庫管理
    • 自動化倉庫和收貨系統
    • 倉庫機器人
    • WMS軟體

9. 科技在物流市場數位轉型的應用

  • 人工智慧和機器學習
    • 電腦視覺
    • 預測分析
  • 巨量資料分析
    • 資料探勘
    • 即時分析
  • 區塊鏈
    • 資產追蹤
    • 智慧合約
  • 雲端運算
    • PaaS
    • SaaS
  • IoT
    • GPS追蹤
    • 感測器技術

第10章：物流市場數位轉型依實施類型分類

  • 雲
    • 私有雲端
    • 公共雲端
  • 混合
    • 雲端整合
    • 本地整合
  • 本地部署
    • 內部

第11章：按組織規模分類的物流市場數位轉型

  • 主要企業
  • 小型企業
    • 中型公司
    • 微型企業
    • 小型企業

第12章：最終用戶在物流市場的數位轉型

  • 車
  • 飲食
    • 包裝食品
    • 生鮮食品
  • 衛生保健
    • 醫院
    • 製藥
  • 製造業
    • 汽車製造
    • 電子設備製造
  • 零售
    • 店鋪
    • 線上零售

第13章：各區域物流市場的數位轉型

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第14章：物流市場數位轉型（依集團分類）

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第15章 各國物流市場的數位轉型

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第16章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • SAP SE
    • Oracle Corporation
    • International Business Machines Corporation
    • Blue Yonder Group, Inc.
    • Manhattan Associates, Inc.
    • Infor, Inc.
    • Descartes Systems Group Inc.
    • project44 Inc.
    • FourKites, Inc.
    • Korber AG
Product Code: MRR-DD5AD9F59D74

The Digital Transformation in Logistics Market is projected to grow by USD 64.00 billion at a CAGR of 15.11% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 20.75 billion
Estimated Year [2025] USD 23.92 billion
Forecast Year [2032] USD 64.00 billion
CAGR (%) 15.11%

How converging forces in technology, regulation, and customer expectations are redefining logistics operations and strategic priorities for modern enterprises

The logistics sector stands at a decisive inflection point where operational grit meets digital ingenuity, reshaping how goods move, businesses scale, and customers receive value. Rapid adoption of automation, advanced analytics, and connected devices has moved innovation from pilots to practice, making end-to-end visibility and orchestration a foundational capability rather than a competitive fringe. Meanwhile, macroeconomic pressures and shifting trade policies have elevated the strategic importance of resilient, adaptable logistics networks that can respond to demand volatility and regulatory change.

In this landscape, executives must balance short-term continuity with long-term modernization. Investments in digital platforms, cloud-enabled operations, and workforce reskilling are no longer optional if organizations intend to preserve service levels while reducing operating costs. Technology adoption intersects with evolving commercial models such as just-in-time and on-demand fulfillment, prompting a rethink of inventory strategy and network design. As a result, logistics leaders are prioritizing modular architectures and data-driven decision frameworks that enable incremental value capture and rapid course correction.

This introduction frames the subsequent analysis by highlighting the critical levers of transformation: visibility, automation, interoperability, and human capital. Through these lenses, the report explores how change unfolds across operational processes, regulatory conditions, technology stacks, and competitive positioning, offering a pragmatic foundation for strategic action.

The rise of platform orchestration, green logistics imperatives, and human-in-the-loop automation reshaping operational models and strategic partnerships across the supply chain

The logistics landscape is undergoing transformative shifts driven by integrated digitization, shifting trade patterns, and evolving customer expectations, which together are remodeling operational priorities and investment agendas. Digitalization has accelerated beyond point solutions to platform-centric ecosystems where cloud-native applications, machine learning models, and edge sensors create continuous feedback loops that improve route optimization, predictive maintenance, and demand forecasting. At the same time, sustainability mandates and rising fuel costs are motivating modal shifts and green logistics initiatives that reframe carrier selection, packaging, and return flows.

Operationally, there is clear momentum toward consolidation of disparate systems into unified control towers that prioritize real-time decision-making. This consolidation reduces latency in exception handling and empowers planners with scenario-based simulations. Concurrently, workforce dynamics-characterized by tight labor markets and the need for new skill sets-are pushing organizations to invest in human-in-the-loop automation, where robotics and augmented operator interfaces amplify productivity without fully displacing critical human judgment.

Strategically, partnerships across manufacturers, carriers, and third-party logistics providers are deepening, as firms seek to distribute risk and capture complementary capabilities. Interoperability standards and shared data contracts are becoming essential to unlock multi-party collaboration. Taken together, these shifts create a new operational grammar for logistics: speed, adaptability, and intelligence executed through interoperable, scalable architectures.

How recent tariff changes are accelerating supply chain resilience programs, nearshoring strategies, and investments in dynamic trade and routing intelligence

The cumulative impact of tariff adjustments announced for 2025 in the United States has prompted logistics leaders to reassess routing, sourcing, and inventory strategies to preserve margins and service levels. Tariff-driven cost increases have altered landed cost calculations, prompting some firms to re-evaluate supplier portfolios and consider nearshoring, dual sourcing, or regional consolidation strategies to mitigate exposure. These strategic shifts often translate into higher complexity for transportation planning and customs compliance, increasing the demand for advanced trade management capabilities and scenario planning tools.

From an operational perspective, tariff volatility increases the value of flexible transport networks that can reallocate volume across modalities and lanes with minimal disruption. Companies are investing in dynamic routing engines and integrated carrier management systems to respond quickly to cost signals and capacity constraints. Moreover, heightened tariff risk elevates the importance of precise product classification, tariff engineering, and proactive audit trails to avoid penalties and expedite customs clearance.

Ultimately, tariff dynamics accelerate the migration toward visibility-first architectures that enable rapid model recalibration and informed decision-making. By combining real-time cost intelligence with network simulation, organizations can run counterfactual analyses that weigh the trade-offs between speed, cost, and reliability, thereby making supply chain design decisions that are robust under a range of trade policy scenarios.

A comprehensive segmentation framework revealing how logistics type, technology stack, deployment choices, organization scale, and end user needs determine solution design and adoption

A granular view of market segmentation reveals distinct operational pressures and technology requirements across logistics functions and stakeholders, and these differences drive adoption patterns and solution design. Based on logistics type, the market spans fleet management, inventory management, order management, transportation management, and warehouse management; fleet management encompasses fuel management, maintenance management, and telematics, all focused on reducing downtime and improving utilization; inventory management emphasizes demand forecasting and safety stock management to balance service levels with working capital; order management centers on order fulfillment and order tracking to enhance customer experience; transportation management covers air transportation, rail transportation, road transportation, and sea transportation, each with unique cost, lead time, and regulatory profiles; and warehouse management incorporates automated storage and retrieval systems, warehouse robotics, and WMS software to increase throughput and accuracy.

Based on technology layers, adoption patterns differentiate across AI and ML, Big Data Analytics, Blockchain, Cloud Computing, and IoT; AI and ML manifest through computer vision and predictive analytics that enable automated quality inspection and demand signal processing; Big Data Analytics relies on data mining and real-time analytics to synthesize telematics, transactional, and external data; Blockchain use cases focus on asset tracking and smart contracts where provenance and tamper resistance matter; Cloud Computing accelerates deployment via PaaS and SaaS models that reduce time-to-value; and IoT delivers GPS tracking and sensor technology that power real-time condition and location monitoring.

Based on deployment mode, solutions are available as cloud, hybrid, and on premise options; cloud deployments are differentiated by private cloud and public cloud architectures designed for scalability and compliance; hybrid implementations blend cloud integrated and on premise integrated models to balance latency and control; and on premise remains an in-house option for organizations requiring tight data sovereignty or legacy integration. Based on organization size, the market serves large enterprises and SMEs, where SMEs further segment into medium enterprise, micro enterprise, and small enterprise, each cohort having distinct procurement cycles and integration needs. Based on end user, the market reaches verticals such as automotive, food and beverage, healthcare, manufacturing, and retail; food and beverage differentiates between packaged food and perishables with strict cold chain requirements; healthcare separates hospitals and pharmaceuticals with heightened regulatory scrutiny; manufacturing distinguishes automotive manufacturing and electronics manufacturing with varied inventory cadences; and retail divides between brick and mortar and online retail where omnichannel fulfillment demands differ. Taken together, these segmentation lenses clarify why vendors must offer modular, interoperable solutions that address role-specific flows while enabling cross-domain analytics and governance.

How regional infrastructure, regulation, and consumer behavior create distinct modernization pathways across the Americas, EMEA, and Asia-Pacific logistics ecosystems

Regional dynamics materially influence priorities for logistics digitalization, and an effective strategy must reflect regional infrastructure, regulatory regimes, and commercial behavior. In the Americas, mature digital ecosystems coexist with large geographic distances that prioritize long-haul optimization, intermodal hubs, and cross-border trade facilitation, encouraging investments in telematics, TMS adaptations, and customs automation. Market expectations emphasize fast last-mile delivery in urban centers, prompting experimentation with micro-fulfillment centers and alternative delivery models.

In Europe, Middle East & Africa, the regulatory tapestry and market heterogeneity demand flexible compliance management and multi-lingual, multi-currency operational capabilities. Europe's strong focus on environmental targets accelerates adoption of low-emission fleets and modal shifts to rail and inland waterways, while Middle East logistics hubs focus on multimodal connectivity and scale. In many parts of Africa, investments are centered on improving basic infrastructure, enhancing last-mile reach, and adopting mobile-first visibility solutions to overcome fragmented market conditions.

In Asia-Pacific, dense manufacturing clusters and export-oriented trade flows drive demand for high-frequency inventory replenishment, advanced warehouse automation, and extensive port and intermodal integration. Digital ecosystems in the region are characterized by rapid adoption of cloud-native platforms, pervasive mobile tracking, and innovative urban logistics models. Across regions, local regulatory drivers, labor market realities, and infrastructure maturity shape the pace and shape of digital transformation, requiring region-specific roadmaps that nonetheless align to a global operating model for multinationals.

Why platform extensibility, interoperable ecosystems, and outcome-linked commercial models are reshaping vendor strategies and buyer selection in logistics technology

Competitive dynamics among key companies in logistics technology and services are converging around platform extensibility, data interoperability, and outcome-based commercial models. Leading vendors are differentiating through integrated suites that combine transportation management, warehouse control, and advanced analytics, while specialist players carve deep expertise in niches such as warehouse robotics, telematics, or trade compliance. Partnerships between solution providers and logistics service providers are increasingly common as firms seek to bundle software with execution capabilities to deliver guaranteed service outcomes.

Innovation cycles are shortening, with corporate development strategies balancing organic R&D and targeted acquisitions to fill capability gaps. Strategic alliances with cloud hyperscalers and equipment manufacturers provide faster paths to scale, while open APIs and developer ecosystems foster third-party integrations that extend platform value. Commercially, subscription pricing and outcome-linked contracts are gaining traction because they align vendor incentives with operational performance. Investors and corporate buyers alike are prioritizing vendors that demonstrate robust security postures, configurable architectures, and proven implementations in regulated verticals such as healthcare and food and beverage.

For buyers, vendor selection increasingly hinges on demonstrable ROI on key operations such as on-time delivery, inventory turns, and total landed cost reduction. This buyer focus compels vendors to present clear case studies, interoperable reference architectures, and migration playbooks that reduce implementation risk and accelerate time-to-value.

Clear implementation pathways and governance principles to prioritize visibility, modular automation, workforce reskilling, and resilient sourcing for measurable transformation outcomes

Actionable recommendations for industry leaders center on pragmatic sequencing of investments, governance design, and partnership orchestration to maximize near-term returns while enabling long-term transformation. Begin by establishing a visibility-first foundation that consolidates telemetry, transactional, and external data into a governed data layer capable of feeding analytics and control tower functions. This foundation enables faster return on analytics investments and drives better exception management and orchestration capabilities.

Next, prioritize modular automation incrementally in operations where labor constraints and error rates most affect service levels. Combine robotics and augmented operator tools with retraining programs that upskill the workforce, recognizing that human capital remains a strategic asset. Simultaneously, embed trade and tariff intelligence into procurement and network planning processes to reduce exposure to policy shocks and to identify resilient sourcing patterns.

Engage strategically with technology partners by selecting vendors that offer open APIs, cloud-native deployment, and clear migration pathways to minimize vendor lock-in. Implement a governance model that aligns IT, supply chain, and commercial stakeholders, with well-defined KPIs and a phased rollout plan to validate value before scale. Finally, incorporate sustainability metrics into operational dashboards to ensure regulatory compliance and capture the near-term cost benefits of fuel and material efficiency improvements.

A triangulated research approach blending executive interviews, vendor briefings, operational case studies, and scenario testing to yield practical, validated insights

This research synthesizes primary stakeholder interviews, technology vendor briefings, implementation case studies, and secondary literature to construct a robust yet pragmatic view of the logistics transformation landscape. Primary qualitative inputs were collected through interviews with supply chain executives, operations leaders, and solution architects to surface pain points, investment priorities, and adoption barriers. Vendor briefings provided technical context on product roadmaps, integration patterns, and commercial constructs that influence deployment choices.

Secondary sources included industry whitepapers, regulatory guidance, patent filings, and public filings to cross-validate technology claims and to map macroeconomic and policy drivers. The analysis applied structured frameworks for capability mapping, solution fit, and implementation risk assessment to ensure recommendations are actionable. Where appropriate, scenario analysis and sensitivity testing were used to explore the operational impact of policy shifts and cost shocks, producing strategic guidance that is resilient across plausible futures.

Throughout the research process, emphasis was placed on triangulation to reduce bias, with findings corroborated across multiple sources and validated against real-world implementations. The methodology balances depth of insight with practical relevance so decision-makers can apply the conclusions directly to strategy and procurement processes.

A strategic synthesis underscoring visibility, modular modernization, and workforce enablement as the core pillars to convert logistics disruption into sustainable competitive advantage

The conclusion synthesizes the preceding analysis into a clear imperative: logistics transformation is now a strategic necessity that combines technological modernization with organizational redesign and policy-aware network planning. Visibility and interoperability form the operational baseline, while targeted automation and analytics unlock step-change improvements in cost efficiency and service reliability. At the same time, tariff volatility and regional infrastructure variation mean that strategy must include flexible sourcing options and regionally calibrated execution plans.

Leaders who adopt a phased, data-driven approach-starting with foundational visibility layers, followed by modular automation and integrated trade intelligence-will be positioned to convert disruption into competitive advantage. Equally important is the human dimension: investments in workforce capability and governance ensure that technology amplifies organizational strengths rather than creating brittle dependencies. Finally, partnerships that align commercial incentives across software vendors, logistics providers, and carriers will accelerate value realization and reduce implementation risk.

In short, the path forward is deliberate modernization anchored in visibility, resilience, and people-centered design, enabling logistics organizations to navigate near-term shocks while building the capabilities required for sustained competitive differentiation.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Integrating AI-driven predictive analytics for real-time fleet maintenance scheduling across multimodal transportation networks
  • 5.2. Deploying autonomous drone networks for expedited inventory audits in large-scale warehouse facilities
  • 5.3. Implementing blockchain-enabled smart contracts for transparent supply chain finance and vendor compliance tracking
  • 5.4. Utilizing IoT sensor arrays and digital twins to monitor cold chain integrity from source to retail outlets
  • 5.5. Adopting edge computing platforms to analyze vehicle telematics data for dynamic route optimization under variable traffic conditions
  • 5.6. Leveraging 5G connectivity to coordinate synchronized operations between automated guided vehicles and sorting systems

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Digital Transformation in Logistics Market, by Logistics Type

  • 8.1. Fleet Management
    • 8.1.1. Fuel Management
    • 8.1.2. Maintenance Management
    • 8.1.3. Telematics
  • 8.2. Inventory Management
    • 8.2.1. Demand Forecasting
    • 8.2.2. Safety Stock Management
  • 8.3. Order Management
    • 8.3.1. Order Fulfillment
    • 8.3.2. Order Tracking
  • 8.4. Transportation Management
    • 8.4.1. Air Transportation
    • 8.4.2. Rail Transportation
    • 8.4.3. Road Transportation
    • 8.4.4. Sea Transportation
  • 8.5. Warehouse Management
    • 8.5.1. Automated Storage And Retrieval System
    • 8.5.2. Warehouse Robotics
    • 8.5.3. WMS Software

9. Digital Transformation in Logistics Market, by Technology

  • 9.1. AI And ML
    • 9.1.1. Computer Vision
    • 9.1.2. Predictive Analytics
  • 9.2. Big Data Analytics
    • 9.2.1. Data Mining
    • 9.2.2. Real Time Analytics
  • 9.3. Blockchain
    • 9.3.1. Asset Tracking
    • 9.3.2. Smart Contracts
  • 9.4. Cloud Computing
    • 9.4.1. PaaS
    • 9.4.2. SaaS
  • 9.5. IoT
    • 9.5.1. GPS Tracking
    • 9.5.2. Sensor Technology

10. Digital Transformation in Logistics Market, by Deployment Mode

  • 10.1. Cloud
    • 10.1.1. Private Cloud
    • 10.1.2. Public Cloud
  • 10.2. Hybrid
    • 10.2.1. Cloud Integrated
    • 10.2.2. On Premise Integrated
  • 10.3. On Premise
    • 10.3.1. In House

11. Digital Transformation in Logistics Market, by Organization Size

  • 11.1. Large Enterprises
  • 11.2. SMEs
    • 11.2.1. Medium Enterprise
    • 11.2.2. Micro Enterprise
    • 11.2.3. Small Enterprise

12. Digital Transformation in Logistics Market, by End User

  • 12.1. Automotive
  • 12.2. Food And Beverage
    • 12.2.1. Packaged Food
    • 12.2.2. Perishables
  • 12.3. Healthcare
    • 12.3.1. Hospitals
    • 12.3.2. Pharmaceuticals
  • 12.4. Manufacturing
    • 12.4.1. Automotive Manufacturing
    • 12.4.2. Electronics Manufacturing
  • 12.5. Retail
    • 12.5.1. Brick And Mortar
    • 12.5.2. Online Retail

13. Digital Transformation in Logistics Market, by Region

  • 13.1. Americas
    • 13.1.1. North America
    • 13.1.2. Latin America
  • 13.2. Europe, Middle East & Africa
    • 13.2.1. Europe
    • 13.2.2. Middle East
    • 13.2.3. Africa
  • 13.3. Asia-Pacific

14. Digital Transformation in Logistics Market, by Group

  • 14.1. ASEAN
  • 14.2. GCC
  • 14.3. European Union
  • 14.4. BRICS
  • 14.5. G7
  • 14.6. NATO

15. Digital Transformation in Logistics Market, by Country

  • 15.1. United States
  • 15.2. Canada
  • 15.3. Mexico
  • 15.4. Brazil
  • 15.5. United Kingdom
  • 15.6. Germany
  • 15.7. France
  • 15.8. Russia
  • 15.9. Italy
  • 15.10. Spain
  • 15.11. China
  • 15.12. India
  • 15.13. Japan
  • 15.14. Australia
  • 15.15. South Korea

16. Competitive Landscape

  • 16.1. Market Share Analysis, 2024
  • 16.2. FPNV Positioning Matrix, 2024
  • 16.3. Competitive Analysis
    • 16.3.1. SAP SE
    • 16.3.2. Oracle Corporation
    • 16.3.3. International Business Machines Corporation
    • 16.3.4. Blue Yonder Group, Inc.
    • 16.3.5. Manhattan Associates, Inc.
    • 16.3.6. Infor, Inc.
    • 16.3.7. Descartes Systems Group Inc.
    • 16.3.8. project44 Inc.
    • 16.3.9. FourKites, Inc.
    • 16.3.10. Korber AG

LIST OF FIGURES

  • FIGURE 1. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY LOGISTICS TYPE, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY LOGISTICS TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 11. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. AMERICAS DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. NORTH AMERICA DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. LATIN AMERICA DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. EUROPE, MIDDLE EAST & AFRICA DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. EUROPE DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. MIDDLE EAST DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. AFRICA DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. ASEAN DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. GCC DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. EUROPEAN UNION DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. BRICS DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. G7 DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. NATO DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 28. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 29. DIGITAL TRANSFORMATION IN LOGISTICS MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 30. DIGITAL TRANSFORMATION IN LOGISTICS MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. DIGITAL TRANSFORMATION IN LOGISTICS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY LOGISTICS TYPE, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY LOGISTICS TYPE, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FLEET MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY FUEL MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY MAINTENANCE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TELEMATICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAFETY STOCK MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER FULFILLMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ORDER TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AIR TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY RAIL TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ROAD TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SEA TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AUTOMATED STORAGE AND RETRIEVAL SYSTEM, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WAREHOUSE ROBOTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY WMS SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY AI AND ML, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BIG DATA ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DATA MINING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY REAL TIME ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY BLOCKCHAIN, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ASSET TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SMART CONTRACTS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD COMPUTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PAAS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SAAS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY IOT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY GPS TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY SENSOR TECHNOLOGY, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 251. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 252. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 253. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 254. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 255. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
  • TABLE 256. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, 2025-2032 (USD MILLION)
  • TABLE 257. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 258. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 259. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 260. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 261. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 262. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY HYBRID, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 263. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 264. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 265. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 266. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 267. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 268. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY CLOUD INTEGRATED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 269. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ON PREMISE INTEGRATED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 270. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ON PREMISE INTEGRATED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 271. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ON PREMISE INTEGRATED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 272. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ON PREMISE INTEGRATED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 273. GLOBAL DIGITAL TRANSFORMATION IN LOGISTICS MARKET SIZE, BY ON PREMISE INTEGRATED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 274. GLOBAL D