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1827480

智慧和行動供應鏈解決方案市場（按組件、部署、公司規模、垂直領域和應用）—全球預測 2025-2032

Smart & Mobile Supply Chain Solutions Market by Component, Deployment, Enterprise Size, Industry Vertical, Application - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 197 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，智慧和行動供應鏈解決方案市場將成長至 626.1 億美元，複合年成長率為 11.69%。

主要市場統計數據
基準年2024年 258.5億美元
預計2025年 288.2億美元
預測年份：2032年 626.1億美元
複合年成長率（%） 11.69%

硬體創新、行動解決方案和服務編配的整合如何重塑供應鏈營運和策略投資重點

隨著數位轉型與硬體創新和服務編配的融合，智慧行動供應鏈格局正在經歷決定性的變革。企業正在從孤立的試點專案轉向營運試驗計畫，感測器、行動裝置、機器人技術和分析技術將共存，以實現即時可視性、自適應編配和可衡量的營運彈性。這種轉變反映出，在日益複雜的物流網路中，迫切需要減少採購、倉儲、運輸和最後一哩交付環節之間的摩擦，同時保持合規性和安全性。

行業領導者正在適應新的採購和整合模式，優先考慮能夠實現增量價值捕獲的模組化解決方案。供應商正在追求互通性和開放標準，以簡化與傳統 ERP、WMS 和 TMS 環境的整合；服務供應商也在擴展其諮詢和整合能力，以加快價值實現速度。因此，決策者不僅要評估功能能力，還要評估實施路徑的成熟度、供應商生態系統以及變更管理的準備。

因此，高階主管應優先考慮那些能夠使其策略藍圖與技術生命週期保持一致，並能提供清晰營運關鍵績效指標（KPI）的投資，例如庫存準確性、縮短訂單週期以及實現預測性維護成果。如此一來，企業就能將戰術性自動化和視覺化計劃轉化為複雜供應鏈中的永續競爭優勢。

推動行動、物聯網、機器人和雲端系統快速融入現代供應鏈的關鍵技術和營運轉折點

在技​​術成熟、勞動力轉型和監管壓力的推動下，多項轉型變革正在重塑整個智慧型手機供應鏈的競爭動態。首先，邊緣運算和物聯網的普及正在賦能局部決策，並降低庫存核對和即時品質監控等關鍵流程的延遲。同時，雲端原生分析和微服務架構正在提供可擴展的後端功能，支援進階預測和基於擴展網路的多方協作。

同時，機器人技術和自主系統正從小眾自動化領域走向履約和物料輸送領域的主流，重塑勞動力模式和設施設計。為了保持靈活性，各組織正在透過投資提昇技能和人機協作工作流程來調整其勞動力策略。同時，可互通的API和基於標準的整合的興起正在降低不同技術堆疊之間有效通訊的門檻，從而加速端到端編配的採用率。

此外，永續性和法規遵循對採購和物流策略的影響日益增強。企業正在將可追溯性、低溫運輸完整性和排放監控納入核心業務流程，這迫使他們重新思考供應商的選擇和運輸規劃。這些轉變共同建構了卓越營運的新基準，使企業更傾向於選擇適應性強的生態系統，而非單一的平台。

不斷變化的美國關稅政策如何迫使供應鏈領導者重新調整籌資策略、採購風險模型和營運應急計劃

美國關稅和貿易政策的調整正在對全球供應鏈產生切實的連鎖反應，迫使企業重新評估籌資策略、供應商多元化和近岸外包的考量。傳統上依賴集中供應商的企業現在正在評估替代製造地和多方採購，以降低關稅突然上調的風險。這種平衡通常涉及人事費用差異、物流複雜性、前置作業時間差異和智慧財產權保護之間的權衡。

因此，採購團隊正在將海關風險納入供應商記分卡和總到岸成本分析，供應鏈規劃人員正在開發緊急庫存緩衝和多層安全庫存方法，以維持服務水準。運輸和海關團隊正在投資改善分類、估價和單證流程，以便在存在合法關稅減免的情況下最佳化海關處理。同時，製造商和經銷商正在呼籲技術供應商增強服務成本的可視性，包括關稅、關稅和貿易合規變數。

因此，高階主管必須在短期營運調整與長期策略重新定位之間取得平衡。這意味著要將資本投資、供應商合約和區域分銷策略與基於情境的規劃相結合，以預測潛在的政策變化。在實務中，這意味著要更加重視供應鏈的敏捷性、貿易夥伴之間的資料透明度，以及在必要時快速調整路線或更換採購的能力。

全面的細分分析揭示了組件選擇、部署策略、公司規模、行業和用例對技術採用的影響最大

基於細分市場的分析揭示了按組件、部署模式、公司規模、垂直行業和應用分類的細微採用模式和投資優先順序。在評估基於組件的選項時，硬體投資青睞有形設備，例如條碼掃描器、無人機和機器人、行動裝置、RFID 標籤和閱讀器，以及提供實體層可視性和自動化的感測器和物聯網設備。以服務為導向的支出著重於諮詢、整合和部署以及支援和維護，這反映出市場認知到單靠技術並不能保證結果。軟體堆疊強調分析和彙報工具、庫存管理軟體、訂單管理系統、採購軟體、供應鏈規劃軟體、運輸管理系統和倉庫管理系統，每個系統在擷取資料和完成決策循環方面都發揮著獨特的作用。

雖然雲端選項提供了彈性運算和快速更新，但由於資料主權、延遲和遺留整合限制，本地環境仍然很重要。公司規模會影響部署時間和採購複雜性。大型公司通常透過企業範圍的整合和供應商整合來追求流程標準化，而小型企業則更傾向於模組化、低成本的解決方案和託管服務選項，以減輕內部IT負擔。

在各個行業中，用例特性和監管優先順序決定了農業、汽車、消費性電子、能源和公共、食品和飲料、醫療保健和製藥、物流和運輸、製造以及零售和電子商務等垂直行業。例如，資產追蹤和車隊管理提供對移動部件的可視性，低溫運輸監控對於溫度敏感型貨物至關重要，需求計劃和預測可最佳化補貨，庫存管理和倉庫管理可提高履約效率，訂單履約和逆向物流支持以客戶為中心的營運，供應商關係管理可增強上游的韌性，運輸和物流管理可協調貨物的實體流動。整合這些細分視角，領導者可以根據營運約束、監管範圍和期望的業務成果，確定工作的優先順序。

區域動態和基礎設施成熟度推動美洲、歐洲、中東和非洲以及亞太市場的差異化採用模式

美洲、歐洲、中東和非洲以及亞太地區的區域動態對技術採用、供應商生態系統和監管複雜性有重大影響。在美洲，法律規範和貿易政策動態塑造跨境採購和分銷策略，而投資往往強調規模化以及與現有物流網路的整合。在北美和南美，企業通常優先考慮支援與大型營運商網路和高吞吐量物流中心互通性的解決方案。

在歐洲、中東和非洲，法規合規性、永續性要求和都市區物流限制是關鍵促進因素。這些地區的企業面臨多樣化的管理體制，需要針對可追溯性、排放報告和循環物流模式的靈活解決方案。因此，供應商和整合商必須提供靈活的架構，以滿足跨境不同的合規性和報告要求。

由於電子商務的快速成長、製造業的密度以及基礎設施的成熟度，亞太地區的應用模式呈現多樣化。一些市場優先考慮經濟高效的行動硬體和輕量級雲端服務，以加速最後一英里的配送；而另一些市場則積極擁抱機器人技術、自動化倉庫和高級分析技術，以滿足大量需求。在每個地區，本地生態系統夥伴關係、人才供應和基礎設施準備將決定智慧行動供應鏈解決方案從試點到營運規模的推進速度。

供應商生態系統、整合能力和卓越服務將決定智慧供應鏈中的競爭差異化和客戶維繫

企業層面的驅動力在於能夠提供整合解決方案、交付端到端服務，並向客戶展示可衡量的營運成果。市場領先的公司可以整合硬體、軟體和服務組合，以模組化方式部署，或作為綜合編配平台的一部分進行部署。設備製造商、軟體供應商、系統整合商和物流服務供應商之間建立策略夥伴關係關係的情況很常見，這減少了實施過程中的摩擦，並促成了一種協作式市場模式，將獎勵與基於績效的成果相結合。

此外，鑑於下游營運連續性對供應鏈營運商的重要性，提供強大支援和維護能力以及諮詢服務的供應商往往能夠獲得長期客戶關係。專注於開放式整合、API 生態系統以及與主流 ERP、WMS 和 TMS 平台預置連接器的技術供應商，能夠簡化企業採用流程。同時，專注於高價值垂直應用（例如低溫運輸監控和藥品追溯）的利基供應商憑藉其深厚的領域專業知識和法規合規能力，獲得了戰略地位。

最後，競爭差異化取決於能否透過營運指標展示投資報酬率 (ROI)、快速交付價值驗證試點項目，以及在可預測的總體擁有成本下實現規模部署。投資於全面專業服務和客戶成功框架的公司將吸引大型企業，而雲端原生解決方案供應商將吸引追求敏捷性的成長型中小企業。

為高階主管提供實用的、循序漸進的策略，優先考慮高影響力的試點、系統整合以及勞動力和管治變革，以實現可擴展的轉型。

為了從智慧行動供應鏈投資中獲取價值並降低實施風險，產業領導者應採取務實的分階段方法。首先，根據現有痛點（例如前置作業時間不準確、訂單交付週期長以及運輸成本波動）找到影響深遠的使用案例。同時，投資整合平台和基於 API 的連接器，確保解決方案與 ERP、WMS 和 TMS 主幹系統互通，從而減少客製化成本並加快部署速度。

接下來，強化您的供應商和採購框架，考慮整體擁有成本、硬體可維護性以及整合商的持續支援能力。在評估部署模型時，評估資料管治、延遲要求和擴充性，以確定雲端和本地架構之間的最佳平衡。此外，制定一項勞動力轉型計劃，涵蓋技能再培訓、人機協作和變革管理，以保持員工士氣和業務連續性。優先考慮跨職能管治，將採購、IT、營運和合規團隊納入綜合決策流程。

最後，透過定義成功指標、建立定期績效評估以及使用標準化方案擴展已驗證的試點項目，實現持續改進。這種嚴謹的方法使組織能夠將實驗計劃轉化為持久能力，從而增強應對力和競爭力。

一種透明、多方法的研究途徑，結合主要來源、供應商諮詢和二次三角測量，提供可行的商業見解

本研究的結構化調查方法結合了主要相關人員訪談、供應商簡報和嚴格的二手資料檢驗，以確保研究結果切實可行且基於實際操作。主要研究包括與供應鏈高管、營運經理、技術採購人員和解決方案架構師的深入對話，以掌握關於實施挑戰、成功因素和採購重點的第一手觀點。供應商簡報透過揭示產品藍圖、整合方法和服務模式，對這些見解進行了補充。

二次檢驗整合了公開的監管文件、行業白皮書、專利申請、供應商文件和行業出版物，以對相關主張進行三角檢驗並核實事實準確性。資料整合強調跨多個資訊來源的主題融合，而非依賴單一資料集。分析技術包括對訪談記錄進行定性編碼、利用最佳實踐過程模式差距分析，以及基於場景的影響評估，以突顯政策和技術變革如何影響營運。

在調查方法中，我們始終注重假設的透明度和證據的可追溯性，使讀者能夠理解洞察的來源，並能夠索取有關特定細分市場、地區或供應商的更多資訊。這種方法建構了堅實的分析基礎，為策略決策和切實可行的實施計畫提供支援。

總結一下整合技術、規範的擴展和生態系統夥伴關係關係如何創造供應鏈彈性和競爭敏捷性

對於尋求持續營運韌性和客戶應對力的組織而言，智慧行動供應鏈解決方案已不再是可有可無的選擇。物聯網、行動運算、機器人技術和雲端分析正在融合，以創建支援即時視覺性、預測性決策和可擴展自動化的營運架構。隨著組織應對不斷變化的貿易政策、瞬息萬變的勞動力市場和永續性的迫切需求，將硬體、軟體和服務整合到一個連貫且可衡量的項目中的能力將成為一項決定性的能力。

成功的領導者將務實與雄心壯志融為一體。他們優先考慮快速見效和解決當前業務問題的實驗，同時建立支援未來功能的模組化架構。他們還投資於生態系統（與設備製造商、軟體供應商和整合商建立合作夥伴關係），以實現技術互通性和服務連續性。至關重要的是，他們協調組織的管治、採購和人才策略，以確保技術投資帶來持續的績效提升。

摘要，前進需要有目的的實驗、規範的擴展以及對營運指標的堅定關注。以這種思維方式應對變革的組織將獲得所需的敏捷性，以應對政策變化、市場波動和不斷變化的客戶期望。

目錄

第1章：前言

第2章調查方法

第3章執行摘要

第4章 市場概況

第5章 市場洞察

  • 整合人工智慧預測分析，實現跨多層供應網路的即時需求預測
  • 透過行動掃描設備實施區塊鏈可追溯性解決方案，以確保端到端產品來源
  • 支援物聯網的倉庫採用邊緣運算架構來加速設備上的資料處理並減少延遲
  • 部署電腦視覺引導的自主移動機器人，以最佳化高密度配送中心的揀貨
  • 利用 5G 連接統一跨地理分散的物流營運的遠端資產監控
  • 利用數位雙胞胎模擬檢驗供應鏈中斷場景並加速緊急時應對計畫
  • 它將雲端原生運輸管理系統與智慧型手機介面結合，實現動態路線最佳化和即時追蹤。
  • 使用行動手持閱讀器實施支援 RFID 的庫存管理，以實現即時庫存準確性和補貨。

第6章：2025年美國關稅的累積影響

第7章：人工智慧的累積影響，2025年

第 8 章：智慧和行動供應鏈解決方案市場（按組件）

  • 硬體
    • 條碼掃描器
    • 無人機和機器人
    • 行動裝置
    • RFID標籤和閱讀器
    • 感測器和物聯網設備
  • 服務
    • 諮詢
    • 整合與部署
    • 支援和維護
  • 軟體
    • 分析和報告工具
    • 庫存管理軟體
    • 訂單管理系統
    • 採購軟體
    • 供應鏈規劃軟體
    • 運輸管理系統（TMS）
    • 倉庫管理系統（WMS）

9. 智慧和行動供應鏈解決方案市場（按部署）

  • 雲
  • 本地部署

第 10 章：智慧與行動供應鏈解決方案市場（按公司規模）

  • 主要企業
  • 小型企業

第 11 章：按產業垂直分類的智慧和行動供應鏈解決方案市場

  • 農業
  • 車
  • 家電
  • 能源與公共產業
  • 飲食
  • 醫療保健和製藥
  • 物流/運輸
  • 製造業
  • 零售與電子商務

第 12 章：智慧與行動供應鏈解決方案市場（按應用）

  • 資產追蹤和車隊管理
  • 低溫運輸監控
  • 需求計劃和預測
  • 庫存和倉庫管理
  • 訂單履行和逆向物流
  • 供應商關係管理
  • 運輸與物流管理

第 13 章：按地區分類的智慧和行動供應鏈解決方案市場

  • 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：智慧與行動供應鏈解決方案市場（按類別）

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

第 15 章。按國家/地區分類的智慧和行動供應鏈解決方案市場

  • 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
  • 2024年FPNV定位矩陣
  • 競爭分析
    • SAP SE
    • Oracle Corporation
    • Blue Yonder, Inc.
    • Manhattan Associates, Inc.
    • Infor, Inc.
    • E2open, LLC
    • Kinaxis Inc.
    • Descartes Systems Group Inc.
    • Korber AG
    • Tecsys Inc.
Product Code: MRR-43417EB8B0D9

The Smart & Mobile Supply Chain Solutions Market is projected to grow by USD 62.61 billion at a CAGR of 11.69% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 25.85 billion
Estimated Year [2025] USD 28.82 billion
Forecast Year [2032] USD 62.61 billion
CAGR (%) 11.69%

How converging hardware innovation, mobile solutions, and service orchestration are reshaping supply chain operations and strategic investment priorities

The smart and mobile supply chain landscape is undergoing a decisive evolution as digital transformation converges with hardware innovation and service orchestration. Organizations are moving beyond isolated pilot programs toward operationalized deployments where sensors, mobile devices, robotics, and analytics coexist to deliver real-time visibility, adaptive orchestration, and measurable operational resilience. This shift reflects an imperative to reduce friction across sourcing, warehousing, transportation, and last-mile delivery while maintaining compliance and security in increasingly complex logistics networks.

Industry leaders are adapting to new procurement and integration paradigms by prioritizing modular solutions that enable incremental value capture. Vendors are pursuing interoperability and open standards to ease integration with legacy ERP, WMS, and TMS environments, and service providers are expanding consulting and integration capabilities to accelerate time-to-value. As a result, decision-makers must evaluate not only functional capability but also the maturity of implementation pathways, vendor ecosystems, and change management readiness.

Consequently, executives should align strategic roadmaps with technology lifecycles, prioritizing investments that deliver clear operational KPIs such as inventory accuracy, order cycle time reduction, and predictive maintenance outcomes. By doing so, organizations can convert tactical automation and visibility projects into sustained competitive advantage across complex supply chains.

Key technological and operational inflection points driving rapid adoption of integrated mobile, IoT, robotics, and cloud systems across modern supply chains

Several transformative shifts are reconfiguring competitive dynamics across smart and mobile supply chains, driven by technological maturation, workforce transformation, and regulatory pressure. First, edge computing and pervasive IoT are enabling localized decision-making, which reduces latency for critical processes such as inventory reconciliation and real-time quality monitoring. At the same time, cloud-native analytics and microservices architectures are providing scalable back-end capabilities that support advanced forecasting and multi-party collaboration across extended networks.

Concurrently, robotics and autonomous systems are transitioning from niche automation to mainstream fulfillment and material handling roles, reshaping labor models and facility design. Workforce strategies are adapting as organizations invest in upskilling and in collaborative human-robot workflows to maintain flexibility. In parallel, the rise of interoperable APIs and standards-based integrations is lowering the barrier for heterogeneous tech stacks to communicate effectively, which accelerates adoption rates for end-to-end orchestration.

Moreover, sustainability and regulatory compliance are exerting stronger influence on procurement and logistics strategies. Companies are integrating traceability, cold-chain integrity, and emissions monitoring into core operational processes, which forces a rethinking of supplier selection and transportation planning. Taken together, these shifts are creating a new baseline for operational excellence that favors adaptable ecosystems over monolithic platforms.

How evolving US tariff policies are compelling supply chain leaders to recalibrate sourcing strategies, procurement risk models, and operational contingency planning

Tariff actions and trade policy adjustments in the United States are creating tangible ripple effects across global supply chains, prompting firms to reassess sourcing strategies, supplier diversification, and nearshoring considerations. Companies that historically relied on concentrated supplier bases are increasingly evaluating alternative manufacturing locations and multi-sourcing to mitigate exposure to sudden tariff escalations. This rebalancing often involves trade-offs between labor cost differentials, logistical complexity, lead-time variability, and intellectual property protection.

As a result, procurement teams are incorporating tariff risk into supplier scorecards and total landed cost analyses, and supply chain planners are developing contingency inventory buffers and multi-echelon safety stock approaches to preserve service levels. Transportation and customs teams are investing in enhanced classification, valuation, and documentation processes to optimize tariff treatment where lawful duty mitigation strategies exist. In parallel, manufacturers and distributors are pressing technology vendors to provide enhanced cost-to-serve visibility that includes tariff, duty, and trade compliance variables.

Consequently, executives must reconcile short-term operational adjustments with longer-term strategic repositioning. That means aligning capital expenditures, supplier contracts, and regional distribution strategies with scenario-based planning that anticipates potential policy shifts. In practice, this leads to greater emphasis on supply chain agility, data transparency across trading partners, and the ability to execute rapid rerouting or alternate sourcing when necessary.

Comprehensive segmentation analysis revealing where component choices, deployment strategies, enterprise size, industries, and applications most strongly influence technology adoption

Segment-based analysis reveals nuanced adoption patterns and investment priorities across components, deployment models, enterprise sizes, industry verticals, and applications. When evaluating component-based choices, hardware investments favor tangible items such as barcode scanners, drones and robotics, mobile devices, RFID tags and readers, alongside sensors and IoT devices that deliver the physical layer of visibility and automation. Services-oriented spend centers on consulting, integration and deployment, and support and maintenance, which reflect the market's recognition that technology alone does not guarantee outcomes. Software stacks emphasize analytics and reporting tools, inventory management software, order management systems, procurement software, supply chain planning software, transportation management systems, and warehouse management systems, each playing a distinct role in closing the loop between data capture and decisioning.

Deployment preferences are shaped by operational requirements and security postures, with cloud options providing elastic compute and rapid updates while on-premises environments remain important where data sovereignty, latency, or legacy integration constraints persist. Enterprise size influences adoption cadence and procurement complexity: large enterprises typically pursue enterprise-wide integration and vendor consolidation to standardize processes, whereas small and medium enterprises favor modular, lower-cost solutions and managed service options that reduce internal IT burden.

Industry verticals shape use-case specificity and regulatory priorities across agriculture, automotive, consumer electronics, energy and utilities, food and beverage, healthcare and pharmaceuticals, logistics and transportation, manufacturing, and retail and e-commerce. Application-level adoption highlights where value is captured most readily; asset tracking and fleet management deliver visibility across moving parts, cold chain monitoring is critical for temperature-sensitive goods, demand planning and forecasting optimize replenishment, inventory and warehouse management drive fulfillment efficiency, order fulfillment and reverse logistics support customer-centric operations, supplier relationship management strengthens upstream resilience, and transportation and logistics management orchestrates the physical flow of goods. By synthesizing these segmentation lenses, leaders can prioritize initiatives that match their operational constraints, regulatory exposures, and desired business outcomes.

Regional dynamics and infrastructure maturity that drive differentiated adoption patterns across the Americas, Europe, Middle East & Africa, and Asia-Pacific markets

Regional dynamics exert strong influence on technology adoption, supplier ecosystems, and regulatory complexity across the Americas, Europe, Middle East & Africa, and Asia-Pacific. In the Americas, investments often emphasize scale and integration with established logistics networks, while regulatory frameworks and trade policy dynamics shape cross-border sourcing and distribution strategies. Enterprise adopters in North and South America typically prioritize interoperability with large carrier networks and solutions that support high-throughput distribution centers.

In Europe, Middle East & Africa, regulatory compliance, sustainability mandates, and urban logistics constraints are key drivers. Organizations in these regions face diverse regulatory regimes that necessitate adaptable solutions for traceability, emissions reporting, and circular logistics models. Vendors and integrators must therefore provide flexible architectures that accommodate differing compliance and reporting requirements across national borders.

In the Asia-Pacific region, rapid e-commerce growth, manufacturing density, and varied infrastructure maturity lead to differentiated adoption patterns. Some markets prioritize cost-effective mobile hardware and lightweight cloud services to accelerate last-mile delivery, while others move aggressively toward robotics, automated warehousing, and advanced analytics to meet high-volume demand. Across all regions, local ecosystem partnerships, talent availability, and infrastructure readiness determine the pace at which smart and mobile supply chain solutions move from pilot to operational scale.

How vendor ecosystems, integration capabilities, and service excellence determine competitive differentiation and customer retention across the smart supply chain landscape

Company-level dynamics center on the ability to deliver integrated solutions, provide end-to-end services, and demonstrate measurable operational outcomes for customers. Market leaders combine a portfolio of hardware, software, and services that can be deployed modularly or as part of comprehensive orchestration platforms. Strategic partnerships between device manufacturers, software vendors, system integrators, and logistics service providers are common, enabling joint go-to-market approaches that reduce implementation friction and align incentives around performance-based outcomes.

Additionally, vendors that offer strong support and maintenance capabilities, along with consultative services, tend to secure longer-term customer relationships because downstream operational continuity is critical for supply chain operators. Technology providers that emphasize open integration, API ecosystems, and pre-built connectors to major ERP, WMS, and TMS platforms simplify enterprise adoption. Meanwhile, niche vendors that specialize in high-value vertical applications such as cold chain monitoring or pharmaceuticals traceability can command strategic positions through deep domain expertise and regulatory compliance features.

Finally, competitive differentiation increasingly hinges on the ability to demonstrate ROI in operational metrics, deliver rapid proof-of-value pilots, and scale deployments with predictable total cost of ownership. Companies that invest in comprehensive professional services and customer success frameworks gain traction with large enterprises, while cloud-native solution providers attract growth among smaller and mid-market adopters seeking agility.

Practical, phased strategies for executives to prioritize high-impact pilots, integrate systems, and operationalize workforce and governance changes for scalable transformation

Industry leaders should adopt a pragmatic, phased approach to capture value from smart and mobile supply chain investments while reducing implementation risk. Begin by mapping high-impact use cases that align with existing pain points such as inventory inaccuracy, prolonged order lead times, or volatile transportation costs; prioritize pilots that demonstrate measurable improvements and are replicable across multiple facilities or corridors. Concurrently, invest in integration platforms and API-based connectors to ensure solutions can interoperate with ERP, WMS, and TMS backbones, reducing customization overhead and accelerating rollouts.

Next, strengthen supplier and procurement frameworks to consider total cost of ownership, serviceability of hardware, and the capacity of integrators to deliver sustained support. When evaluating deployment models, assess data governance, latency requirements, and scalability to determine the optimal balance between cloud and on-premises architectures. Additionally, embed workforce transition plans that address reskilling, human-robot collaboration, and change management to preserve morale and operational continuity. Emphasize cross-functional governance that brings procurement, IT, operations, and compliance teams into a unified decision-making process.

Finally, operationalize continuous improvement by defining success metrics, establishing regular performance reviews, and scaling proven pilots with standardized playbooks. This disciplined approach enables organizations to convert experimental projects into enduring capabilities that enhance responsiveness and competitiveness.

Transparent, multi-method research approach combining primary interviews, vendor briefings, and secondary-source triangulation to produce actionable operational insights

This research draws upon a structured methodology that combines primary stakeholder interviews, vendor briefings, and rigorous secondary-source validation to ensure findings are both actionable and grounded in real-world practice. Primary research includes in-depth conversations with supply chain executives, operations managers, technology purchasers, and solution architects to capture first-hand perspectives on implementation challenges, success factors, and procurement priorities. Vendor briefings supplement these insights by clarifying product roadmaps, integration approaches, and service models.

Secondary validation incorporates publicly available regulatory documents, industry white papers, patent filings, vendor documentation, and trade publications to triangulate claims and ensure factual accuracy. Data synthesis emphasizes thematic convergence across multiple sources rather than reliance on any single dataset. Analytical techniques include qualitative coding of interview transcripts, gap analysis against best-practice process models, and scenario-based impact assessments to highlight operational implications of policy and technology shifts.

Throughout, the methodology prioritizes transparency in assumptions and traceability of evidence, enabling readers to understand how insights were derived and to request additional detail on specific segments, geographies, or vendors. This approach produces a resilient analytic foundation that supports strategic decision-making and practical implementation planning.

Concluding synthesis on how integrated technologies, disciplined scaling, and ecosystem partnerships create enduring supply chain resilience and competitive agility

Smart and mobile supply chain solutions are no longer optional for organizations seeking durable operational resilience and customer responsiveness. The convergence of IoT, mobile computing, robotics, and cloud analytics is creating an operational architecture that supports real-time visibility, predictive decisioning, and scalable automation. As organizations contend with trade policy variability, labor market shifts, and sustainability imperatives, the capacity to integrate hardware, software, and services into coherent, measurable programs becomes a defining capability.

Leaders who succeed will blend pragmatism with ambition: they will prioritize high-impact pilots that resolve immediate operational pain points while building modular architectures that support future capabilities. They will also invest in ecosystems-partnering with device manufacturers, software vendors, and integrators-that can deliver both technical interoperability and service continuity. Critically, they will align organizational governance, procurement, and workforce strategies to ensure that technology investments translate into sustained performance improvement.

In summary, the path forward requires purposeful experimentation, disciplined scaling, and an unwavering focus on operational metrics. Organizations that approach transformation with this mindset will gain the agility needed to navigate policy shifts, market volatility, and evolving customer expectations.

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. Integration of AI-powered predictive analytics for real-time demand forecasting across multi-tier supply networks
  • 5.2. Deployment of blockchain-enabled traceability solutions via mobile scanning devices to secure end-to-end product provenance
  • 5.3. Adoption of edge computing architectures in IoT-enabled warehouses to accelerate on-device data processing and reduce latency
  • 5.4. Implementation of autonomous mobile robots guided by computer vision to optimize order picking in high-density distribution centers
  • 5.5. Leveraging 5G connectivity to unify remote asset monitoring and control across geographically dispersed logistics operations
  • 5.6. Utilization of digital twin simulations to validate supply chain disruption scenarios and accelerate contingency planning
  • 5.7. Integration of cloud-native transportation management systems with smartphone interfaces for dynamic route optimization and live tracking
  • 5.8. Deployment of RFID-enabled inventory management via mobile handheld readers to achieve real-time stock accuracy and replenishment

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart & Mobile Supply Chain Solutions Market, by Component

  • 8.1. Hardware
    • 8.1.1. Barcode Scanners
    • 8.1.2. Drones & Robotics
    • 8.1.3. Mobile Devices
    • 8.1.4. RFID Tags & Readers
    • 8.1.5. Sensors & IoT Devices
  • 8.2. Services
    • 8.2.1. Consulting
    • 8.2.2. Integration And Deployment
    • 8.2.3. Support And Maintenance
  • 8.3. Software
    • 8.3.1. Analytics & Reporting Tools
    • 8.3.2. Inventory Management Software
    • 8.3.3. Order Management Systems
    • 8.3.4. Procurement Software
    • 8.3.5. Supply Chain Planning Software
    • 8.3.6. Transportation Management Systems (TMS)
    • 8.3.7. Warehouse Management Systems (WMS)

9. Smart & Mobile Supply Chain Solutions Market, by Deployment

  • 9.1. Cloud
  • 9.2. On-Premises

10. Smart & Mobile Supply Chain Solutions Market, by Enterprise Size

  • 10.1. Large Enterprise
  • 10.2. Small And Medium Enterprise

11. Smart & Mobile Supply Chain Solutions Market, by Industry Vertical

  • 11.1. Agriculture
  • 11.2. Automotive
  • 11.3. Consumer Electronics
  • 11.4. Energy & Utilities
  • 11.5. Food & Beverage
  • 11.6. Healthcare & Pharmaceuticals
  • 11.7. Logistics & Transportation
  • 11.8. Manufacturing
  • 11.9. Retail & E-commerce

12. Smart & Mobile Supply Chain Solutions Market, by Application

  • 12.1. Asset Tracking & Fleet Management
  • 12.2. Cold Chain Monitoring
  • 12.3. Demand Planning & Forecasting
  • 12.4. Inventory & Warehouse Management
  • 12.5. Order Fulfillment & Reverse Logistics
  • 12.6. Supplier Relationship Management
  • 12.7. Transportation & Logistics Management

13. Smart & Mobile Supply Chain Solutions 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. Smart & Mobile Supply Chain Solutions Market, by Group

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

15. Smart & Mobile Supply Chain Solutions 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. Blue Yonder, Inc.
    • 16.3.4. Manhattan Associates, Inc.
    • 16.3.5. Infor, Inc.
    • 16.3.6. E2open, LLC
    • 16.3.7. Kinaxis Inc.
    • 16.3.8. Descartes Systems Group Inc.
    • 16.3.9. Korber AG
    • 16.3.10. Tecsys Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEPLOYMENT, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENTERPRISE SIZE, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENTERPRISE SIZE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INDUSTRY VERTICAL, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INDUSTRY VERTICAL, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 11. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. NORTH AMERICA SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. LATIN AMERICA SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. EUROPE, MIDDLE EAST & AFRICA SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. EUROPE SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. MIDDLE EAST SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. AFRICA SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. ASEAN SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. GCC SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. EUROPEAN UNION SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. BRICS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. G7 SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. NATO SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 28. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 29. SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 30. SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY BARCODE SCANNERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DRONES & ROBOTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MOBILE DEVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RFID TAGS & READERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SENSORS & IOT DEVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INTEGRATION AND DEPLOYMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ANALYTICS & REPORTING TOOLS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY MANAGEMENT SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER MANAGEMENT SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY PROCUREMENT SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLY CHAIN PLANNING SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY REGION, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION MANAGEMENT SYSTEMS (TMS), BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY REGION, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY WAREHOUSE MANAGEMENT SYSTEMS (WMS), BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEPLOYMENT, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEPLOYMENT, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ON-PREMISES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENTERPRISE SIZE, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENTERPRISE SIZE, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LARGE ENTERPRISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INDUSTRY VERTICAL, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AGRICULTURE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY CONSUMER ELECTRONICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ENERGY & UTILITIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY FOOD & BEVERAGE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HEALTHCARE & PHARMACEUTICALS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY LOGISTICS & TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ASSET TRACKING & FLEET MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COLD CHAIN MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY DEMAND PLANNING & FORECASTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY ORDER FULFILLMENT & REVERSE LOGISTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY TRANSPORTATION & LOGISTICS MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 251. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 252. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 253. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 254. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 255. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 256. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 257. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 258. AMERICAS SMART & MOBILE SUPPLY CHAIN SOLUTIONS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)

TABL