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市场调查报告书
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1827963

供应链分析市场（按组件、部署方法、组织规模、应用和产业）—2025-2032 年全球预测

Supply Chain Analytics Market by Component, Deployment Mode, Organization Size, Application, Industry - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2个工作天内

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预计到 2032 年，供应链分析市场将成长 181 亿美元，复合年增长率为 15.66%。

主要市场统计数据
基准年2024年 56.4亿美元
预计2025年 64.9亿美元
预测年份：2032年 181亿美元
复合年增长率（%） 15.66%

简洁、全面地介绍再形成供应链分析的力量以及高阶主管应采取的策略重点

现代供应链环境正经历技术创新、地缘政治动盪和不断变化的客户期望的交汇，这为企业带来了前所未有的机会，也带来了巨大的脆弱性。领导者现在必须在高级分析和自动化的采用与不断变化的法规、关税制度和持续存在的物流限制之间取得平衡。因此，需要清晰的策略规划，确定投资的优先顺序，以实现具有韧性、高效和透明的供应链。

本引言概述了执行摘要中使用的分析框架，重点关注硬体、服务和软体的组件选择；云端部署与本地部署的偏好；组织规模的细微差别；库存、采购和运输管理等应用优先级；以及行业特定需求如何相互作用，最终塑造战略成果。其目标是为决策者提供一份简明的摘要，涵盖转型趋势、监管影响、细分市场情报、区域动态、竞争对手行为以及实用建议。透过这个视角，企业可以将短期缓解措施与长期转型结合，以保持连续性并获得竞争优势。

分析、边缘可视性和弹性主导的供应商策略的进步如何改写供应链营运和投资决策的规则

供应链分析领域正在经历转型变革，这得益于日趋成熟的技术、不断变化的贸易政策以及对永续性和敏捷性日益增长的期望。进阶分析和机器学习正从试点阶段迈入生产系统，影响采购决策、路线规划和库存优化。同时，边缘运算和物联网感测器的兴起使得运输路线和生产线的可视性更加精细，而云端原生架构则正在加速企业各职能部门的部署和整合。

同时，企业正在重新评估其供应商布局和网路架构，以应对地缘政治摩擦和成本波动。这种转变正在推动企业向韧性转型，强调多源采购、近岸外包以及由情境建模和压力测试工具支援的策略缓衝策略。永续性目标也在重塑决策标准，越来越需要能够量化各层级排放并支援供应商参与环境绩效的分析平台。随着这些发展，领导者必须将硬体、软体和服务的投资与确保透明度、安全性和可衡量成果的管治框架结合。

评估 2025 年关税调整如何改变全球供应网路的采购经济、海关合规要求和物流策略

2025年美国关税的累积影响正在推动供应链更具适应性和透明度的需求。关税调整不仅影响了到岸成本，还改变了供应商的选择标准，促使生产布局重新配置，并强化了跨多层级供应链即时成本归因的需求。当零件跨越多个边境，或分类和估价实践导致关税差异时，这些影响最为明显。

因此，企业更加重视关税分类的准确性和合规自动化，以减轻行政负担并规避意外关税。同时，采购团队正在更频繁、更精细地评估总到岸成本，并将关税、费用和关税减免纳入采购决策。企业正在重新评估运输路线和库存布局，以应对潜在的延误和成本增加；物流合作伙伴也正在接受重新认证，以确保其清关专业知识能够将关税因素纳入考虑。最终，这种环境有利于那些将严谨的贸易合规性与敏捷的采购和严谨的分析相结合，从而量化和降低关税引起的波动的公司。

详细的細項分析显示了元件选择、部署偏好、组织规模、应用程式和产业垂直如何决定解决方案的优先顺序和价值实现

从组件、部署方法、组织规模、应用和垂直行业的角度审视市场，市场区隔洞察揭示出截然不同的价值池和采用动态。按组件评估，硬体对于即时可视性和自动化仍然至关重要，自动化系统支援重复性任务，物联网设备支援持续远端检测，感测器提供底层数据。服务透过咨询提供专家级实施，透过託管服务提供持续可靠性，并透过支援和维护协议提供生命週期支持，从而对硬体进行补充。云端基础的平台提供可扩展的分析，整合软体解决方案提供可直接对应到业务流程的客製化工作流程。

在部署方法方面，云端基础的产品可以加快价值实现时间并简化跨站点集成，而对于具有严格资料驻留时间和延迟要求的组织来说，内部部署仍然很重要。大型企业优先考虑全面的端到端整合和合规性功能，而中小型企业则寻求模组化、成本可预测性和快速部署。在各个应用程式中，库存管理需要强大的需求预测和订单管理功能来平衡服务水准和营运成本，采购强调合约谈判和供应商关係管理以确保弹性和成本控制，运输管理专注于运费评级和路线优化以减少运输时间和单位成本。垂直产业增加了另一层细微差别：食品和饮料公司优先考虑饮料供应商和加工食品的低温运输可视性，医疗保健公司要求医疗设备分销和药品供应链具有严格的可追溯性，航太和汽车等製造业优先考虑精确度和供应商合格，零售和电子商务公司需要全通路同步和快速履约实体店和线上零售。

透过整合这些细分维度，供应商和买家可以将其产品蓝图和筹资策略与每种配置的独特业务现实和监管要求相协调。这种交叉方法明确了创新在哪些方面将产生最高回报，以及哪些有针对性的服务模式和部署选择是采用的关键。

区域管理体制、基础设施成熟度和产业生态系统如何在全球市场中创造不同的采用模式和策略重点

区域动态反映了管理体制、基础设施成熟度和贸易流量，这些因素正在塑造优先事项和解决方案采用模式。在美洲，企业高度重视供应链数位化，以提高国内和跨境长途运输路线的可视性，并平衡对自动化硬体和云端原生分析的投资，以管理分销复杂性和关税敏感性。美洲的资本市场和物流基础设施也支持全通路零售模式的快速扩张以及食品、饮料和药品低温运输的扩展。

在欧洲、中东和非洲，法规遵循、永续性报告和供应商认证是重中之重，这使得企业青睐具有强大管治能力的整合软体解决方案。在亚太地区，密集的供应商网路和製造生态系统推动了对感测器主导的可视性和自动化系统的需求，而云端基础的平台则促进了跨境协作和快速分析主导的决策。在所有地区，当地的物流限制、人才供应和政策方向都会影响组织从试点到企业部署的速度，因此，区域差异必须纳入打入市场策略和实施蓝图中，以确保成功。

平台创新者、硬体专家和服务供应商的竞争概况和策略行动塑造了供应链分析采用和价值交付的未来

供应链分析领域的竞争态势主要体现在平台创新者、纯硬体供应商和服务型企业之间，他们正在建立策略伙伴关係关係，以拓展自身能力。领先的技术供应商凭藉其分析引擎的深度、整合自动化系统、物联网设备和感测器等各种遥测资料的能力，以及支援快速部署的专业服务优势，脱颖而出。同时，系统整合商和託管服务供应商则利用部署的复杂性，提供基于结果的合约、持续优化以及针对医疗保健、製造和零售等行业量身定制的垂直解决方案。

领先的公司往往会采取三种平行的策略：透过模组化架构扩展核心分析能力，实现云端基础和本地的互通性；投资于供应链领域的专业知识，将技术能力转化为营运成果；以及建构由物流合作伙伴和合规专家组成的生态系统，以降低买家风险。随着公司寻求将硬体能力与软体深度和服务规模相结合，合併和联盟变得十分常见。这种环境有利于那些能够在库存效率、采购效率和运输成本管理方面取得显着改进，同时提供透明管治和强大安全控制的公司。

为高阶主管提供切实可行的优先行动，以平衡短期韧性措施与长期转型和可衡量的业务成果

产业领导者应采取一系列综合措施，在短期韧性与持久转型之间取得平衡。首先，进行基于情境的供应商风险评估，评估内容包括关税敏感度、前置作业时间波动性和产能限制。并利用这些评估结果，在适当情况下指南有针对性的多元化和近岸外包。其次，优先投资资料架构，将自动化系统、物联网设备和感测器的遥测资料与交易性采购和运输资料集相协调，从而实现可操作的分析和跨职能决策。

同时，根据组织需求客製化部署策略。优先选择云端基础的平台，以实现跨站点标准化和快速创新週期，但当延迟、主权或监管合规性需要本地控制时，仍保留本地部署选项。透过编纂供应商绩效指标、将永续性指标纳入采购合约以及自动化分类和海关工作流程来加强管治，以减少关税的影响。透过与託管服务和咨询公司伙伴关係来增强能力，以加速采用并支援持续改进。最后，投资人才和变革管理，以确保分析结果转化为营运实践。这些措施结合，使公司能够降低风险、降低营运成本，并透过卓越的供应链应对力实现竞争差异化。

透明的研究框架，结合主要相关人员的参与和多种资讯来源，以检验细分驱动的见解和策略意义

本执行摘要所依据的研究结合了对供应链高阶主管、采购主管和技术提供者的初步定性访谈，以及对监管更新、贸易政策公告和技术蓝图的严格二次分析。初步研究包括结构化访谈和检验研讨会，旨在了解从业者对实施挑战、采用驱动因素和成功指标的观点。系统地审查了二次讯息，以支持主题趋势并为政策和基础设施发展提供背景。

透过资料三角测量、跨多个访谈队列的洞察交叉检验以及将技术能力与业务成果联繫起来的主题综合，确保了分析的严谨性。我们运用细分逻辑，按组件、部署方法、组织规模、应用和产业垂直领域对研究结果进行细分，以突显差异化的行为和优先顺序。为了弥补这些局限性，本调查方法强调可追溯的证据、透明的假设以及与市场参与企业的迭代检验。

关键整合将技术能力、监管变革和策略行动结合起来，以实现具有弹性的高效能供应链

总而言之，进阶分析、边缘运算视觉性、地缘政治变化以及日益增长的永续性预期，这些因素的交汇为供应链领导者创造了一个关键时刻。最高效的组织将是那些能够将硬体、服务和软体整合到一个统一平台、选择符合监管和效能需求的部署方法，并根据自身规模和行业特定需求客製化解决方案的组织。关税变化和贸易摩擦加速了对精准成本归因和敏捷采购的需求，而区域差异则需要针对特定区域制定实施和管治方法。

企业必须将分析技术与采购和物流决策结合，以实现合规自动化製度化，并保持网路设计的灵活性。透过采用细分感知策略，并在资料整合、流程重塑和合作伙伴生态系统方面进行有针对性的投资，企业可以将颠覆转化为竞争优势，在弹性、成本效率和客户服务方面实现显着的提升。

目录

第一章 引言

第二章分析方法

第三章执行摘要

第四章 市场概况

第五章 市场洞察

  • 将即时物联网感测器数据与云端分析结合，实现动态供应链视觉性
  • 实施人工智慧驱动的预测需求预测模型，以最大限度地减少缺货和浪费
  • 利用基于区块链的可追溯性解决方案，确保全球物流网路中端到端的产品来源
  • 实施数位双胞胎模拟，用于复杂供应网路中的情境规划和弹性建模
  • 在製造车间应用边缘分析，实现即时资产状况监控和预测性维护计划
  • 使用永续性分析来追踪您的碳排放并优化分销管道内的环保运输路线。
  • 整合多层库存优化平台，实现跨供应层次的自适应库存分配

第六章：美国关税的累积影响（2025年）

第七章：人工智慧（AI）的累积影响（2025年）

8. 供应链分析市场（按组件）

  • 硬体
    • 自动化系统
    • 物联网设备
    • 感应器
  • 服务
    • 咨询服务
    • 託管服务
    • 支援和维护
  • 软体
    • 云端基础的平台
    • 整合软体解决方案

9. 供应链分析市场（依部署方法）

  • 云端基础
  • 本地部署

第 10 章供应链分析市场（依组织规模）

  • 大公司
  • 小型企业

第 11 章供应链分析市场（按应用）

  • 库存管理
    • 需求预测
    • 订单管理
  • 采购
    • 合约谈判
    • 供应商关係管理
  • 运输管理
    • 货物评估
    • 路线优化

第 12 章 供应链分析市场（依产业垂直划分）

  • 食品/饮料
    • 饮料供应商
    • 加工食品
  • 医疗保健
    • 医疗设备分销
    • 医药供应链
  • 製造业
    • 航太製造
    • 汽车製造业
  • 零售与电子商务
    • 店铺
    • 网路零售

第十三章 供应链分析市场（按地区）

  • 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 供应链分析市场（按类别）

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

第 15 章 各国的供应链分析市场

  • 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

  • 市占率分析（2024年）
  • FPNV定位矩阵（2024年）
  • 竞争分析
    • Accenture plc
    • Capgemini SE
    • Genpact Limited
    • Google LLC by Alphabet Inc.
    • International Business Machines Corporation
    • Lockheed Martin Corporation
    • Oracle Corporation
    • SAP SE
    • SAS Institute Inc.
    • Koch, Inc.
Product Code: MRR-4356264AE3E2

The Supply Chain Analytics Market is projected to grow by USD 18.10 billion at a CAGR of 15.66% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 5.64 billion
Estimated Year [2025] USD 6.49 billion
Forecast Year [2032] USD 18.10 billion
CAGR (%) 15.66%

A concise but comprehensive orientation to the forces reshaping supply chain analytics and the strategic priorities executives must adopt

The modern supply chain environment is experiencing a convergence of technological innovation, geopolitical flux, and evolving customer expectations, creating both unprecedented opportunities and critical vulnerabilities for organizations. Leaders must now balance the adoption of advanced analytics and automation with the realities of regulatory shifts, tariff regimes, and persistent logistics constraints. Consequently, strategic clarity is required to prioritize investments that deliver resilient, efficient, and transparent supply chains.

This introduction outlines the analytical frame used throughout the executive summary: a focus on how component choices across hardware, services, and software; deployment preferences between cloud and on-premise; organizational scale nuances; application priorities such as inventory, procurement, and transportation management; and industry-specific demands interact to shape strategic outcomes. The intent is to equip decision-makers with a concise synthesis of transformative trends, regulatory impacts, segmentation intelligence, regional dynamics, competitor behavior, and pragmatic recommendations. Through this lens, organizations can align short-term mitigation with long-term transformation to safeguard continuity and capture competitive advantage.

How advances in analytics, edge visibility, and resilience-driven supplier strategies are rewriting the rules of supply chain operations and investment decisions

The landscape for supply chain analytics is undergoing transformative shifts driven by technology maturation, changing trade policies, and rising expectations for sustainability and agility. Advanced analytics and machine learning have moved from experimental pilots to production systems that influence procurement decisions, route planning, and inventory optimization. At the same time, the rise of edge computing and IoT sensors is enabling more granular visibility across transport lanes and production lines, while cloud-native architectures are accelerating deployment and integration across enterprise functions.

Concurrently, organizations are re-evaluating their supplier footprints and network architectures in response to geopolitical friction and cost volatility. This shift is prompting a rebalancing toward resilience: greater emphasis on multi-sourcing, nearshoring, and strategic buffer strategies that are supported by scenario modeling and stress-testing tools. Sustainability goals are also reshaping decision criteria, with analytics platforms increasingly required to quantify emissions across tiers and to support supplier engagement on environmental performance. Together, these developments require leaders to harmonize investments in hardware, software, and services with governance frameworks that ensure transparency, security, and measurable outcomes.

Assessing how 2025 tariff adjustments have reshaped sourcing economics, customs compliance demands, and logistics strategies across global supply networks

The cumulative impact of tariff actions originating from the United States in 2025 has amplified the imperative for supply chains to be adaptable and transparent. Tariff adjustments have not only affected landed costs but have also altered supplier selection criteria, encouraged the reconfiguration of production footprints, and intensified the need for real-time cost attribution across multi-tier supply bases. These effects are most visible where components cross multiple borders or where classification and valuation practices create variability in duty exposure.

As a result, companies have increased focus on tariff classification accuracy and compliance automation to reduce the administrative burden and to limit unexpected duty assessments. In parallel, procurement teams are evaluating total landed cost with greater frequency and sophistication, incorporating duties, fees, and tariff mitigation strategies into sourcing decisions. Transportation and inventory practices have also been affected: organizations are reassessing routing and inventory positioning to manage potential delays and cost spikes, while logistics partners are being requalified to ensure tariff-sensitive customs expertise. Ultimately, this environment favors enterprises that combine disciplined trade compliance with agile sourcing and analytical rigor to quantify and mitigate tariff-driven volatility.

Detailed segmentation analysis showing how component choices, deployment preferences, organizational scale, applications, and industry verticals determine solution priorities and value realization

Segmentation insight reveals that value pools and adoption dynamics differ substantially when the market is examined through the lens of component, deployment mode, organization size, application, and industry. When evaluated by component, hardware remains essential for real-time visibility and automation, with automation systems supporting repetitive tasks, IoT devices enabling continuous telemetry, and sensors delivering the foundational data. Services complement hardware by delivering expert implementation through consulting, ongoing reliability via managed services, and lifecycle support through support and maintenance contracts. Software binds the stack, with cloud-based platforms offering scalable analytics and integrated software solutions providing tailored workflows that map directly to operational processes.

Considering deployment mode, cloud-based offerings accelerate time-to-value and simplify cross-site integration, whereas on-premise deployments continue to matter for organizations with stringent data residency or latency requirements. Organization size further differentiates buyer behavior, with large enterprises prioritizing comprehensive end-to-end integration and compliance capabilities, while small and medium enterprises seek modularity, cost predictability, and rapid deployment. Across applications, inventory management requires strong demand forecasting and order management capabilities to balance service levels and working capital, procurement emphasizes contract negotiation and supplier relationship management to secure resilience and cost control, and transportation management focuses on freight rating and route optimization to reduce transit times and cost per unit. Industry segmentation adds another layer of nuance: food and beverage companies prioritize cold chain visibility across beverage suppliers and packaged foods, healthcare entities demand strict traceability for medical device distribution and pharmaceutical supply chains, manufacturing sectors such as aerospace and automotive emphasize precision and supplier qualification, and retail and e-commerce players-both brick and mortar and online retail-require omnichannel synchronization and rapid fulfillment.

Integrating these segmentation dimensions enables vendors and buyers to align product roadmaps and procurement strategies with the operational realities and regulatory requirements unique to each configuration. This intersectional approach clarifies where innovation will yield the highest return and where targeted service models and deployment choices will unlock adoption.

How regional regulatory regimes, infrastructure maturity, and industrial ecosystems are driving distinct adoption patterns and strategic priorities across global markets

Regional dynamics are shaping divergent priorities and solution adoption patterns that reflect regulatory regimes, infrastructure maturity, and trade flows. In the Americas, emphasis is on supply chain digitization to improve visibility across long domestic and cross-border corridors, and businesses are balancing investments in automation hardware and cloud-native analytics to manage distribution complexity and tariff sensitivity. Capital markets and logistics infrastructure in the Americas also support rapid scaling of omnichannel retail models and cold chain expansion for food, beverage, and pharmaceutical goods.

In Europe, Middle East & Africa, regulatory compliance, sustainability reporting, and supplier certification are high priorities, causing enterprises to favor integrated software solutions with strong governance capabilities; this region also exhibits a heterogeneous deployment profile with both cloud and on-premise requirements driven by data protection norms and localized industrial strategies. In Asia-Pacific, dense supplier networks and manufacturing ecosystems drive demand for sensor-driven visibility and automation systems, while cloud-based platforms facilitate cross-border collaboration and rapid analytics-driven decision-making. Across all regions, regional logistics constraints, talent availability, and policy direction influence how quickly organizations move from pilots to enterprise rollouts, and regional nuances must be embedded in go-to-market strategies and implementation roadmaps to ensure success.

Competitive profiles and strategic behaviors of platform innovators, hardware specialists, and service providers shaping the future of supply chain analytics adoption and value delivery

Competitive dynamics in the supply chain analytics space are characterized by a mix of platform innovators, specialized hardware providers, and service-oriented firms forming strategic partnerships to extend capabilities. Leading technology vendors differentiate through the depth of their analytics engines, their ability to integrate diverse telemetry from automation systems, IoT devices, and sensors, and the strength of their professional services to enable rapid adoption. Meanwhile, systems integrators and managed service providers are capitalizing on the complexity of implementation by offering outcome-based contracts, ongoing optimization, and verticalized solutions tailored to industries such as healthcare, manufacturing, and retail.

Companies that excel tend to pursue three parallel strategies: expand core analytics functionality through modular architectures that allow cloud-based and on-premise interoperability; invest in supply chain domain expertise to convert technical capability into operational outcomes; and build ecosystems of logistics partners and compliance specialists to reduce buyer risk. Mergers and alliances are common as firms seek to combine hardware capabilities with software depth and services scale. This environment rewards firms that can demonstrate measurable improvements in inventory efficiency, procurement effectiveness, and transportation cost management while providing transparent governance and robust security controls.

Practical, prioritized actions for executives to marry short-term resilience measures with long-term transformation and measurable operational outcomes

Industry leaders should adopt an integrated set of actions that balance immediate resilience with sustained transformation. First, implement scenario-driven supplier risk assessments that include tariff sensitivity, lead-time variability, and capacity constraints; use these assessments to guide targeted diversification and nearshoring where appropriate. Next, prioritize investment in data architecture that harmonizes telemetry from automation systems, IoT devices, and sensors with transactional procurement and transportation datasets to enable actionable analytics and cross-functional decision-making.

Simultaneously, tailor deployment strategies to organizational needs: prefer cloud-based platforms for cross-site standardization and rapid innovation cycles, but retain on-premise options where latency, sovereignty, or regulatory compliance demand local control. Strengthen governance by codifying supplier performance metrics, embedding sustainability indicators into procurement contracts, and automating classification and customs workflows to reduce tariff exposure. Enhance capability through partnerships with managed services and consulting firms that can accelerate implementation and support continuous improvement. Lastly, invest in talent and change management to ensure analytics outputs translate into operational practice, using small, measurable pilots to build momentum and demonstrate ROI. These steps, taken together, position organizations to reduce risk, lower operating cost, and create competitive differentiation through superior supply chain responsiveness.

A transparent research framework combining primary stakeholder engagements and multi-source analysis to validate segmentation-driven insights and strategic implications

The research underpinning this executive summary combines primary qualitative engagement with supply chain executives, procurement leaders, and technology providers alongside rigorous secondary analysis of regulatory updates, trade policy announcements, and technology roadmaps. Primary research included structured interviews and validation workshops to capture practitioner perspectives on implementation challenges, adoption drivers, and success metrics. Secondary sources were systematically reviewed to corroborate thematic trends and to provide context on policy and infrastructure developments.

Analytical rigor was ensured through data triangulation, cross-validation of insights across multiple interview cohorts, and thematic synthesis that linked technology capability to operational outcomes. Segmentation logic was applied to disaggregate findings by component, deployment mode, organization size, application, and industry to surface differentiated behaviors and priorities. Limitations include variability in disclosed operational metrics and the dynamic nature of trade policy; to mitigate these constraints, the methodology emphasizes traceable evidence, transparent assumptions, and iterative validation with market participants.

A decisive synthesis that connects technological capability, regulatory change, and strategic action to enable resilient and high-performing supply chains

In conclusion, the confluence of advanced analytics, edge-enabled visibility, geopolitical shifts, and heightened sustainability expectations has created a pivotal moment for supply chain leaders. The most effective organizations will be those that integrate hardware, services, and software into coherent platforms, choose deployment modalities aligned with regulatory and performance needs, and tailor solutions to the realities of organizational scale and industry-specific demands. Tariff changes and trade friction have accelerated the need for precise cost attribution and agile sourcing, while regional nuances require localized approaches to implementation and governance.

Moving forward, success will depend on disciplined execution: organizations must link analytical outputs to procurement and logistics decisions, institutionalize compliance automation, and maintain flexibility in network design. By adopting a segmentation-aware strategy and pursuing targeted investments in data convergence, process redesign, and partner ecosystems, enterprises can translate disruption into competitive advantage and deliver measurable improvements in resilience, cost efficiency, and customer service.

Table of Contents

1. Preface

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

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Integrating real-time IoT sensor data with cloud analytics for dynamic supply chain visibility
  • 5.2. Deploying AI driven predictive demand forecasting models to minimize stockouts and waste
  • 5.3. Leveraging blockchain based traceability solutions to ensure end to end product provenance in global logistics networks
  • 5.4. Implementing digital twin simulations for scenario planning and resilience modeling across complex supply networks
  • 5.5. Applying edge analytics at manufacturing sites for real time equipment health monitoring and predictive maintenance scheduling
  • 5.6. Utilizing sustainability analytics to track carbon emissions and optimize eco friendly transportation routes in distribution channels
  • 5.7. Integrating multi echelon inventory optimization platforms for adaptive stock allocation across supply tiers

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Supply Chain Analytics Market, by Component

  • 8.1. Hardware
    • 8.1.1. Automation Systems
    • 8.1.2. IoT Devices
    • 8.1.3. Sensors
  • 8.2. Services
    • 8.2.1. Consulting Services
    • 8.2.2. Managed Services
    • 8.2.3. Support & Maintenance
  • 8.3. Software
    • 8.3.1. Cloud-Based Platforms
    • 8.3.2. Integrated Software Solutions

9. Supply Chain Analytics Market, by Deployment Mode

  • 9.1. Cloud-Based
  • 9.2. On-Premise

10. Supply Chain Analytics Market, by Organization Size

  • 10.1. Large Enterprises
  • 10.2. Small & Medium Enterprises

11. Supply Chain Analytics Market, by Application

  • 11.1. Inventory Management
    • 11.1.1. Demand Forecasting
    • 11.1.2. Order Management
  • 11.2. Procurement
    • 11.2.1. Contract Negotiation
    • 11.2.2. Supplier Relationship Management
  • 11.3. Transportation Management
    • 11.3.1. Freight Rating
    • 11.3.2. Route Optimization

12. Supply Chain Analytics Market, by Industry

  • 12.1. Food & Beverage
    • 12.1.1. Beverage Suppliers
    • 12.1.2. Packaged Foods
  • 12.2. Healthcare
    • 12.2.1. Medical Device Distribution
    • 12.2.2. Pharmaceutical Supply Chains
  • 12.3. Manufacturing
    • 12.3.1. Aerospace Manufacturing
    • 12.3.2. Automotive Manufacturing
  • 12.4. Retail & E-commerce
    • 12.4.1. Brick And Mortar
    • 12.4.2. Online Retail

13. Supply Chain Analytics 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. Supply Chain Analytics Market, by Group

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

15. Supply Chain Analytics 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. Accenture plc
    • 16.3.2. Capgemini SE
    • 16.3.3. Genpact Limited
    • 16.3.4. Google LLC by Alphabet Inc.
    • 16.3.5. International Business Machines Corporation
    • 16.3.6. Lockheed Martin Corporation
    • 16.3.7. Oracle Corporation
    • 16.3.8. SAP SE
    • 16.3.9. SAS Institute Inc.
    • 16.3.10. Koch, Inc.

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. SUPPLY CHAIN ANALYTICS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMATION SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY IOT DEVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONSULTING SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED PLATFORMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INTEGRATED SOFTWARE SOLUTIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CLOUD-BASED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ON-PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY LARGE ENTERPRISES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORDER MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY CONTRACT NEGOTIATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUPPLIER RELATIONSHIP MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FREIGHT RATING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ROUTE OPTIMIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BEVERAGE SUPPLIERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PACKAGED FOODS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MEDICAL DEVICE DISTRIBUTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PHARMACEUTICAL SUPPLY CHAINS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AEROSPACE MANUFACTURING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY AUTOMOTIVE MANUFACTURING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY BRICK AND MORTAR, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ONLINE RETAIL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 251. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 252. GLOBAL SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 253. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 254. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 255. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 256. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 257. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 258. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 259. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 260. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 261. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 262. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 263. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 264. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 265. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 266. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2025-2032 (USD MILLION)
  • TABLE 267. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 268. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 269. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 270. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 271. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2018-2024 (USD MILLION)
  • TABLE 272. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2025-2032 (USD MILLION)
  • TABLE 273. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 274. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 275. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 276. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 277. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, 2018-2024 (USD MILLION)
  • TABLE 278. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY FOOD & BEVERAGE, 2025-2032 (USD MILLION)
  • TABLE 279. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
  • TABLE 280. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HEALTHCARE, 2025-2032 (USD MILLION)
  • TABLE 281. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
  • TABLE 282. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY MANUFACTURING, 2025-2032 (USD MILLION)
  • TABLE 283. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, 2018-2024 (USD MILLION)
  • TABLE 284. AMERICAS SUPPLY CHAIN ANALYTICS MARKET SIZE, BY RETAIL & E-COMMERCE, 2025-2032 (USD MILLION)
  • TABLE 285. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 286. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 287. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 288. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 289. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 290. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 291. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 292. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 293. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 294. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 295. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 296. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 297. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
  • TABLE 298. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2025-2032 (USD MILLION)
  • TABLE 299. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 300. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 301. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 302. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 303. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2018-2024 (USD MILLION)
  • TABLE 304. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY PROCUREMENT, 2025-2032 (USD MILLION)
  • TABLE 305. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 306. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY TRANSPORTATION MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 307. NORTH AMERICA SUPPLY CHAIN ANALYTICS MARKET SIZE, BY INDUSTRY, 2018-2024 (USD MILLIO