查看购物车
  • Traditional Chinese
  • English
  • Japanese
封面
市场调查报告书
商品编码
1827480

智慧和行动供应链解决方案市场（按组件、部署、公司规模、垂直领域和应用）—全球预测 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个工作天内

价格

※ 本网页内容可能与最新版本有所差异。详细情况请与我们联繫。

预计到 2032 年，智慧和行动供应链解决方案市场将成长至 626.1 亿美元，复合年增长率为 11.69%。

主要市场统计数据
基准年2024年 258.5亿美元
预计2025年 288.2亿美元
预测年份：2032年 626.1亿美元
复合年增长率（%） 11.69%

硬体创新、行动解决方案和服务编配的整合如何重塑供应链营运和策略投资重点

随着数位转型与硬体创新和服务编配的融合，智慧行动供应链格局正在经历决定性的变革。企业正在从孤立的试点专案转向营运试验计画，感测器、行动装置、机器人技术和分析技术将共存，以实现即时可视性、自适应编配和可衡量的营运弹性。这种转变反映出，在日益复杂的物流网络中，迫切需要减少采购、仓储、运输和最后一哩交付环节之间的摩擦，同时保持合规性和安全性。

行业领导者正在适应新的采购和整合模式，优先考虑能够实现增量价值捕获的模组化解决方案。供应商正在追求互通性和开放标准，以简化与传统 ERP、WMS 和 TMS 环境的整合；服务供应商也在扩展其咨询和整合能力，以加快价值实现速度。因此，决策者不仅要评估功能能力，还要评估实施路径的成熟度、供应商生态系统以及变更管理的准备。

因此，高阶主管应优先考虑那些能够使其策略蓝图与技术生命週期保持一致，并能提供清晰营运关键绩效指标（KPI）的投资，例如库存准确性、缩短订单週期以及实现预测性维护成果。如此一来，企业就能将战术性自动化和视觉化计划转化为复杂供应链中的永续竞争优势。

推动行动、物联网、机器人和云端系统快速融入现代供应链的关键技术和营运转折点

在技​​术成熟、劳动力转型和监管压力的推动下，多项转型变革正在重塑整个智慧型手机供应链的竞争动态。首先，边缘运算和物联网的普及正在赋能局部决策，并降低库存核对和即时品质监控等关键流程的延迟。同时，云端原生分析和微服务架构正在提供可扩展的后端功能，支援进阶预测和基于扩展网路的多方协作。

同时，机器人技术和自主系统正从小众自动化领域走向履约和物料输送领域的主流，重塑劳动力模式和设施设计。为了保持灵活性，各组织正在透过投资提昇技能和人机协作工作流程来调整其劳动力策略。同时，可互通的API和基于标准的整合的兴起正在降低不同技术堆迭之间有效通讯的门槛，从而加速端到端编配的采用率。

此外，永续性和法规遵循对采购和物流策略的影响日益增强。企业正在将可追溯性、低温运输完整性和排放监控纳入核心业务流程，这迫使他们重新思考供应商的选择和运输规划。这些转变共同建构了卓越营运的新基准，使企业更倾向于选择适应性强的生态系统，而非单一的平台。

不断变化的美国关税政策如何迫使供应链领导者重新调整筹资策略、采购风险模型和营运应急计划

美国关税和贸易政策的调整正在对全球供应链产生切实的连锁反应，迫使企业重新评估筹资策略、供应商多元化和近岸外包的考量。传统上依赖集中供应商的企业现在正在评估替代製造地和多方采购，以降低关税突然上调的风险。这种平衡通常涉及人事费用差异、物流复杂性、前置作业时间差异和智慧财产权保护之间的权衡。

因此，采购团队正在将海关风险纳入供应商记分卡和总到岸成本分析，供应链规划人员正在开发紧急库存缓衝和多层安全库存方法，以维持服务水准。运输和海关团队正在投资改善分类、估价和单证流程，以便在存在合法关税减免的情况下优化海关处理。同时，製造商和经销商正在呼吁技术供应商增强服务成本的可视性，包括关税、关税和贸易合规变数。

因此，高阶主管必须在短期营运调整与长期策略重新定位之间取得平衡。这意味着要将资本投资、供应商合约和区域分销策略与基于情境的规划相结合，以预测潜在的政策变化。在实务中，这意味着要更加重视供应链的敏捷性、贸易伙伴之间的资料透明度，以及在必要时快速调整路线或更换采购的能力。

全面的細項分析揭示了组件选择、部署策略、公司规模、行业和用例对技术采用的影响最大

基于细分市场的分析揭示了按组件、部署模式、公司规模、垂直行业和应用分類的细微采用模式和投资优先顺序。在评估基于组件的选项时，硬体投资青睐有形设备，例如条码扫描器、无人机和机器人、行动装置、RFID 标籤和阅读器，以及提供实体层可视性和自动化的感测器和物联网设备。以服务为导向的支出着重于咨询、整合和部署以及支援和维护，这反映出市场认识到单靠技术并不能保证结果。软体堆迭强调分析和彙报工具、库存管理软体、订单管理系统、采购软体、供应链规划软体、运输管理系统和仓库管理系统，每个系统在撷取资料和完成决策循环方面都发挥着独特的作用。

虽然云端选项提供了弹性运算和快速更新，但由于资料主权、延迟和遗留整合限制，本地环境仍然很重要。公司规模会影响部署时间和采购复杂性。大型公司通常透过企业范围的整合和供应商整合来追求流程标准化，而小型企业则更倾向于模组化、低成本的解决方案和託管服务选项，以减轻内部IT负担。

在各个行业中，用例特性和监管优先顺序决定了农业、汽车、消费性电子、能源和公共、食品和饮料、医疗保健和製药、物流和运输、製造以及零售和电子商务等垂直行业。例如，资产追踪和车队管理提供对移动部件的可视性，低温运输监控对于温度敏感型货物至关重要，需求计划和预测可优化补货，库存管理和仓库管理可提高履约效率，订单履约和逆向物流支持以客户为中心的运营，供应商关係管理可增强上游的韧性，运输和物流管理可协调货物的实体流动。整合这些细分视角，领导者可以根据营运约束、监管范围和期望的业务成果，确定工作的优先顺序。

区域动态和基础设施成熟度推动美洲、欧洲、中东和非洲以及亚太市场的差异化采用模式

美洲、欧洲、中东和非洲以及亚太地区的区域动态对技术采用、供应商生态系统和监管复杂性有重大影响。在美洲，法律规范和贸易政策动态塑造跨境采购和分销策略，而投资往往强调规模化以及与现有物流网络的整合。在北美和南美，企业通常优先考虑支援与大型营运商网路和高吞吐量物流中心互通性的解决方案。

在欧洲、中东和非洲，法规合规性、永续性要求和都市区物流限制是关键驱动因素。这些地区的企业面临多样化的管理体制，需要针对可追溯性、排放报告和循环物流模式的灵活解决方案。因此，供应商和整合商必须提供灵活的架构，以满足跨境不同的合规性和报告要求。

由于电子商务的快速成长、製造业的密度以及基础设施的成熟度，亚太地区的应用模式呈现多样化。一些市场优先考虑经济高效的行动硬体和轻量级云端服务，以加速最后一英里的配送；而另一些市场则积极拥抱机器人技术、自动化仓库和高级分析技术，以满足大量需求。在每个地区，本地生态系统伙伴关係、人才供应和基础设施准备将决定智慧行动供应链解决方案从试点到营运规模的推进速度。

供应商生态系统、整合能力和卓越服务将决定智慧供应链中的竞争差异化和客户维繫

企业层面的驱动力在于能够提供整合解决方案、交付端到端服务，并向客户展示可衡量的营运成果。市场领先的公司可以整合硬体、软体和服务组合，以模组化方式部署，或作为综合编配平台的一部分进行部署。设备製造商、软体供应商、系统整合商和物流服务供应商之间建立策略伙伴关係关係的情况很常见，这减少了实施过程中的摩擦，并促成了一种协作式市场模式，将奖励与基于绩效的成果相结合。

此外，鑑于下游营运连续性对供应链营运商的重要性，提供强大支援和维护能力以及咨询服务的供应商往往能够获得长期客户关係。专注于开放式整合、API 生态系统以及与主流 ERP、WMS 和 TMS 平台预置连接器的技术供应商，能够简化企业采用流程。同时，专注于高价值垂直应用（例如低温运输监控和药品追溯）的利基供应商凭藉其深厚的领域专业知识和法规合规能力，获得了战略地位。

最后，竞争差异化取决于能否透过营运指标展示投资报酬率 (ROI)、快速交付价值验证试点项目，以及在可预测的总体拥有成本下实现规模部署。投资于全面专业服务和客户成功框架的公司将吸引大型企业，而云端原生解决方案供应商将吸引追求敏捷性的成长型中小企业。

为高阶主管提供实用的、循序渐进的策略，优先考虑高影响力的试点、系统整合以及劳动力和管治变革，以实现可扩展的转型。

为了从智慧行动供应链投资中获取价值并降低实施风险，产业领导者应采取务实的分阶段方法。首先，根据现有痛点（例如前置作业时间不准确、订单交付週期长以及运输成本波动）找到影响深远的使用案例。同时，投资整合平台和基于 API 的连接器，确保解决方案与 ERP、WMS 和 TMS 主干系统互通，从而减少客製化成本并加快部署速度。

接下来，强化您的供应商和采购框架，考虑整体拥有成本、硬体可维护性以及整合商的持续支援能力。在评估部署模型时，评估资料管治、延迟要求和扩充性，以确定云端和本地架构之间的最佳平衡。此外，制定一项劳动力转型计划，涵盖技能再培训、人机协作和变革管理，以保持员工士气和业务连续性。优先考虑跨职能管治，将采购、IT、营运和合规团队纳入综合决策流程。

最后，透过定义成功指标、建立定期绩效评估以及使用标准化方案扩展已验证的试点项目，实现持续改进。这种严谨的方法使组织能够将实验计划转化为持久能力，从而增强应对力和竞争力。

一种透明、多方法的研究途径，结合主要来源、供应商咨询和二次三角测量，提供可行的商业见解

本研究的结构化调查方法结合了主要相关人员访谈、供应商简报和严格的二手资料检验，以确保研究结果切实可行且基于实际操作。主要研究包括与供应链高管、营运经理、技术采购人员和解决方案架构师的深入对话，以掌握关于实施挑战、成功因素和采购重点的第一手观点。供应商简报透过揭示产品蓝图、整合方法和服务模式，对这些见解进行了补充。

二次检验整合了公开的监管文件、行业白皮书、专利申请、供应商文件和行业出版物，以对相关主张进行三角检验并核实事实准确性。资料整合强调跨多个资讯来源的主题融合，而非依赖单一资料集。分析技术包括对访谈记录进行定性编码、利用最佳实践过程模式差距分析，以及基于场景的影响评估，以突显政策和技术变革如何影响营运。

在调查方法中，我们始终注重假设的透明度和证据的可追溯性，使读者能够理解洞察的来源，并能够索取有关特定细分市场、地区或供应商的更多资讯。这种方法建构了坚实的分析基础，为策略决策和切实可行的实施计画提供支援。

总结一下整合技术、规范的扩展和生态系统伙伴关係关係如何创造供应链弹性和竞争敏捷性

对于寻求持续营运韧性和客户应对力的组织而言，智慧行动供应链解决方案已不再是可有可无的选择。物联网、行动运算、机器人技术和云端分析正在融合，以创建支援即时视觉性、预测性决策和可扩展自动化的营运架构。随着组织应对不断变化的贸易政策、瞬息万变的劳动力市场和永续性的迫切需求，将硬体、软体和服务整合到一个连贯且可衡量的项目中的能力将成为一项决定性的能力。

成功的领导者将务实与雄心壮志融为一体。他们优先考虑快速见效和解决当前业务问题的实验，同时建立支援未来功能的模组化架构。他们还投资于生态系统（与设备製造商、软体供应商和整合商建立合作伙伴关係），以实现技术互通性和服务连续性。至关重要的是，他们协调组织的管治、采购和人才策略，以确保技术投资带来持续的绩效提升。

摘要，前进需要有目的的实验、规范的扩展以及对营运指标的坚定关注。以这种思维方式应对变革的组织将获得所需的敏捷性，以应对政策变化、市场波动和不断变化的客户期望。

目录

第一章：前言

第二章调查方法

第三章执行摘要

第四章 市场概况

第五章 市场洞察

  • 整合人工智慧预测分析，实现跨多层供应网路的即时需求预测
  • 透过行动扫描设备实施区块链可追溯性解决方案，以确保端到端产品来源
  • 支援物联网的仓库采用边缘运算架构来加速设备上的资料处理并减少延迟
  • 部署电脑视觉引导的自主移动机器人，以优化高密度配送中心的拣货
  • 利用 5G 连接统一跨地理分散的物流营运的远端资产监控
  • 利用数位双胞胎模拟检验供应链中断场景并加速紧急时应对计画
  • 它将云端原生运输管理系统与智慧型手机介面结合，实现动态路线优化和即时追踪。
  • 使用行动手持阅读器实施支援 RFID 的库存管理，以实现即时库存准确性和补货。

第六章：2025年美国关税的累积影响

第七章：人工智慧的累积影响，2025年

第 8 章：智慧和行动供应链解决方案市场（按组件）

  • 硬体
    • 条码扫描器
    • 无人机和机器人
    • 行动装置
    • RFID标籤和阅读器
    • 感测器和物联网设备
  • 服务
    • 咨询
    • 整合与部署
    • 支援和维护
  • 软体
    • 分析和报告工具
    • 库存管理软体
    • 订单管理系统
    • 采购软体
    • 供应链规划软体
    • 运输管理系统（TMS）
    • 仓库管理系统（WMS）

9. 智慧和行动供应链解决方案市场（按部署）

  • 云
  • 本地部署

第 10 章：智慧与行动供应链解决方案市场（按公司规模）

  • 大公司
  • 小型企业

第 11 章：按产业垂直分類的智慧和行动供应链解决方案市场

  • 农业
  • 车
  • 家电
  • 能源与公共产业
  • 饮食
  • 医疗保健和製药
  • 物流/运输
  • 製造业
  • 零售与电子商务

第 12 章：智慧与行动供应链解决方案市场（按应用）

  • 资产追踪和车队管理
  • 低温运输监控
  • 需求计划和预测
  • 库存和仓库管理
  • 订单履行和逆向物流
  • 供应商关係管理
  • 运输与物流管理

第 13 章：按地区分類的智慧和行动供应链解决方案市场

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 欧洲、中东和非洲
    • 欧洲
    • 中东
    • 非洲
  • 亚太地区

第 14 章：智慧与行动供应链解决方案市场（按类别）

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

第 15 章。按国家/地区分類的智慧和行动供应链解决方案市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 英国
  • 德国
  • 法国
  • 俄罗斯
  • 义大利
  • 西班牙
  • 中国
  • 印度
  • 日本
  • 澳洲
  • 韩国

第十六章竞争格局

  • 2024年市占率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • 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