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市場調查報告書
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1827963

供應鏈分析市場（按組件、部署方法、組織規模、應用和產業）—2025-2032 年全球預測

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個工作天內

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預計到 2032 年，供應鏈分析市場將成長 181 億美元，複合年成長率為 15.66%。

主要市場統計數據
基準年2024年 56.4億美元
預計2025年 64.9億美元
預測年份：2032年 181億美元
複合年成長率（%） 15.66%

簡潔、全面地介紹再形成供應鏈分析的力量以及高階主管應採取的策略重點

現代供應鏈環境正經歷技術創新、地緣政治動盪和不斷變化的客戶期望的交匯，這為企業帶來了前所未有的機遇，也帶來了巨大的脆弱性。領導者現在必須在高級分析和自動化的採用與不斷變化的法規、關稅制度和持續存在的物流限制之間取得平衡。因此，需要清晰的策略規劃，確定投資的優先順序，以實現具有韌性、高效和透明的供應鏈。

本引言概述了執行摘要中使用的分析框架，重點關注硬體、服務和軟體的組件選擇；雲端部署與本地部署的偏好；組織規模的細微差別；庫存、採購和運輸管理等應用優先級；以及行業特定需求如何相互作用，最終塑造戰略成果。其目標是為決策者提供一份簡明的摘要，涵蓋轉型趨勢、監管影響、細分市場情報、區域動態、競爭對手行為以及實用建議。透過這個視角，企業可以將短期緩解措施與長期轉型結合，以保持連續性並獲得競爭優勢。

分析、邊緣可視性和彈性主導的供應商策略的進步如何改寫供應鏈營運和投資決策的規則

供應鏈分析領域正在經歷轉型變革，這得益於日趨成熟的技術、不斷變化的貿易政策以及對永續性和敏捷性日益成長的期望。進階分析和機器學習正從試點階段邁入生產系統，影響採購決策、路線規劃和庫存最佳化。同時，邊緣運算和物聯網感測器的興起使得運輸路線和生產線的可視性更加精細，而雲端原生架構則正在加速企業各職能部門的部署和整合。

同時，企業正在重新評估其供應商佈局和網路架構，以應對地緣政治摩擦和成本波動。這種轉變正在推動企業向韌性轉型，強調多源採購、近岸外包以及由情境建模和壓力測試工具支援的策略緩衝策略。永續性目標也在重塑決策標準，越來越需要能夠量化各層級排放並支援供應商參與環境績效的分析平台。隨著這些發展，領導者必須將硬體、軟體和服務的投資與確保透明度、安全性和可衡量成果的管治框架結合。

評估 2025 年關稅調整如何改變全球供應網路的採購經濟、海關合規要求和物流策略

2025年美國關稅的累積影響正在推動供應鏈更具適應性和透明度的需求。關稅調整不僅影響了到岸成本，還改變了供應商的選擇標準，促使生產佈局重新配置，並強化了跨多層級供應鏈即時成本歸因的需求。當零件跨越多個邊境，或分類和估價實踐導致關稅差異時，這些影響最為明顯。

因此，企業更加重視關稅分類的準確性和合規自動化，以減輕行政負擔並規避意外關稅。同時，採購團隊正在更頻繁、更精細地評估總到岸成本，並將關稅、費用和關稅減免納入採購決策。企業正在重新評估運輸路線和庫存佈局，以應對潛在的延誤和成本增加；物流合作夥伴也正在接受重新認證，以確保其清關專業知識能夠將關稅因素納入考慮。最終，這種環境有利於那些將嚴謹的貿易合規性與敏捷的採購和嚴謹的分析相結合，從而量化和降低關稅引起的波動的公司。

詳細的細分分析顯示了元件選擇、部署偏好、組織規模、應用程式和產業垂直如何決定解決方案的優先順序和價值實現

從組件、部署方法、組織規模、應用和垂直行業的角度審視市場，市場區隔洞察揭示出截然不同的價值池和採用動態。按組件評估，硬體對於即時可視性和自動化仍然至關重要，自動化系統支援重複性任務，物聯網設備支援持續遠端檢測，感測器提供底層數據。服務透過諮詢提供專家級實施，透過託管服務提供持續可靠性，並透過支援和維護協議提供生命週期支持，從而對硬體進行補充。雲端基礎的平台提供可擴展的分析，整合軟體解決方案提供可直接對應到業務流程的客製化工作流程。

在部署方法方面，雲端基礎的產品可以加快價值實現時間並簡化跨站點整合，而對於具有嚴格資料駐留時間和延遲要求的組織來說，內部部署仍然很重要。大型企業優先考慮全面的端到端整合和合規性功能，而中小型企業則尋求模組化、成本可預測性和快速部署。在各個應用程式中，庫存管理需要強大的需求預測和訂單管理功能來平衡服務水準和營運成本，採購強調合約談判和供應商關係管理以確保彈性和成本控制，運輸管理專注於運費評級和路線最佳化以減少運輸時間和單位成本。垂直產業增加了另一層細微差別：食品和飲料公司優先考慮飲料供應商和加工食品的低溫運輸可視性，醫療保健公司要求醫療設備分銷和藥品供應鏈具有嚴格的可追溯性，航太和汽車等製造業優先考慮精確度和供應商合格，零售和電子商務公司需要全通路同步和快速履約實體店和線上零售。

透過整合這些細分維度，供應商和買家可以將其產品藍圖和籌資策略與每種配置的獨特業務現實和監管要求相協調。這種交叉方法明確了創新在哪些方面將產生最高回報，以及哪些有針對性的服務模式和部署選擇是採用的關鍵。

區域管理體制、基礎設施成熟度和產業生態系統如何在全球市場中創造不同的採用模式和策略重點

區域動態反映了管理體制、基礎設施成熟度和貿易流量，這些因素正在塑造優先事項和解決方案採用模式。在美洲，企業高度重視供應鏈數位化，以提高國內和跨境長途運輸路線的可視性，並平衡對自動化硬體和雲端原生分析的投資，以管理分銷複雜性和關稅敏感性。美洲的資本市場和物流基礎設施也支持全通路零售模式的快速擴張以及食品、飲料和藥品低溫運輸的擴展。

在歐洲、中東和非洲，法規遵循、永續性報告和供應商認證是重中之重，這使得企業青睞具有強大管治能力的整合軟體解決方案。在亞太地區，密集的供應商網路和製造生態系統推動了對感測器主導的可視性和自動化系統的需求，而雲端基礎的平台則促進了跨境協作和快速分析主導的決策。在所有地區，當地的物流限制、人才供應和政策方向都會影響組織從試點到企業部署的速度，因此，區域差異必須納入打入市場策略和實施藍圖中，以確保成功。

平台創新者、硬體專家和服務供應商的競爭概況和策略行動塑造了供應鏈分析採用和價值交付的未來

供應鏈分析領域的競爭態勢主要體現在平台創新者、純硬體供應商和服務型企業之間，他們正在建立策略夥伴關係關係，以拓展自身能力。領先的技術供應商憑藉其分析引擎的深度、整合自動化系統、物聯網設備和感測器等各種遙測資料的能力，以及支援快速部署的專業服務優勢，脫穎而出。同時，系統整合商和託管服務供應商則利用部署的複雜性，提供基於結果的合約、持續最佳化以及針對醫療保健、製造和零售等行業量身定做的垂直解決方案。

領先的公司往往會採取三種平行的策略：透過模組化架構擴展核心分析能力，實現雲端基礎和本地的互通性；投資於供應鏈領域的專業知識，將技術能力轉化為營運成果；以及建構由物流合作夥伴和合規專家組成的生態系統，以降低買家風險。隨著公司尋求將硬體能力與軟體深度和服務規模相結合，合併和聯盟變得十分常見。這種環境有利於那些能夠在庫存效率、採購效率和運輸成本管理方面取得顯著改進，同時提供透明管治和強大安全控制的公司。

為高階主管提供切實可行的優先行動，以平衡短期韌性措施與長期轉型和可衡量的業務成果

產業領導者應採取一系列綜合措施，在短期韌性與持久轉型之間取得平衡。首先，進行基於情境的供應商風險評估，評估內容包括關稅敏感度、前置作業時間波動性和產能限制。並利用這些評估結果，在適當情況下指南有針對性的多元化和近岸外包。其次，優先投資資料架構，將自動化系統、物聯網設備和感測器的遙測資料與交易性採購和運輸資料集相協調，從而實現可操作的分析和跨職能決策。

同時，根據組織需求客製化部署策略。優先選擇雲端基礎的平台，以實現跨站點標準化和快速創新週期，但當延遲、主權或監管合規性需要本地控制時，仍保留本地部署選項。透過編纂供應商績效指標、將永續性指標納入採購合約以及自動化分類和海關工作流程來加強管治，以減少關稅的影響。透過與託管服務和諮詢公司夥伴關係來增強能力，以加速採用並支援持續改進。最後，投資人才和變革管理，以確保分析結果轉化為營運實踐。這些措施結合，使公司能夠降低風險、降低營運成本，並透過卓越的供應鏈應對力實現競爭差異化。

透明的研究框架，結合主要相關人員的參與和多種資訊來源，以檢驗細分驅動的見解和策略意義

本執行摘要所依據的研究結合了對供應鏈高階主管、採購主管和技術提供者的初步定性訪談，以及對監管更新、貿易政策公告和技術藍圖的嚴格二次分析。初步研究包括結構化訪談和檢驗研討會，旨在了解從業者對實施挑戰、採用促進因素和成功指標的觀點。系統地審查了二次訊息，以支持主題趨勢並為政策和基礎設施發展提供背景。

透過資料三角測量、跨多個訪談隊列的洞察交叉檢驗以及將技術能力與業務成果聯繫起來的主題綜合，確保了分析的嚴謹性。我們運用細分邏輯，按組件、部署方法、組織規模、應用和產業垂直領域對研究結果進行細分，以突顯差異化的行為和優先順序。為了彌補這些局限性，本調查方法強調可追溯的證據、透明的假設以及與市場參與企業的迭代檢驗。

關鍵整合將技術能力、監管變革和策略行動結合起來，以實現具有彈性的高效能供應鏈

總而言之，進階分析、邊緣運算視覺性、地緣政治變化以及日益成長的永續性預期，這些因素的交匯為供應鏈領導者創造了一個關鍵時刻。最高效的組織將是那些能夠將硬體、服務和軟體整合到一個統一平台、選擇符合監管和效能需求的部署方法，並根據自身規模和行業特定需求客製化解決方案的組織。關稅變化和貿易摩擦加速了對精準成本歸因和敏捷採購的需求，而區域差異則需要針對特定區域制定實施和管治方法。

企業必須將分析技術與採購和物流決策結合，以實現合規自動化製度化，並保持網路設計的靈活性。透過採用細分感知策略，並在資料整合、流程重塑和合作夥伴生態系統方面進行有針對性的投資，企業可以將顛覆轉化為競爭優勢，在彈性、成本效率和客戶服務方面實現顯著的提升。

目錄

第1章 引言

第2章分析方法

第3章執行摘要

第4章 市場概況

第5章 市場洞察

  • 將即時物聯網感測器數據與雲端分析結合，實現動態供應鏈視覺性
  • 實施人工智慧驅動的預測需求預測模型，以最大限度地減少缺貨和浪費
  • 利用基於區塊鏈的可追溯性解決方案，確保全球物流網路中端到端的產品來源
  • 實施數位雙胞胎模擬，用於複雜供應網路中的情境規劃和彈性建模
  • 在製造車間應用邊緣分析，實現即時資產狀況監控和預測性維護計劃
  • 使用永續性分析來追蹤您的碳排放並最佳化分銷管道內的環保運輸路線。
  • 整合多層庫存最佳化平台，實現跨供應層次的自適應庫存分配

第6章：美國關稅的累積影響（2025年）

第7章：人工智慧（AI）的累積影響（2025年）

8. 供應鏈分析市場（按組件）

  • 硬體
    • 自動化系統
    • 物聯網設備
    • 感應器
  • 服務
    • 諮詢服務
    • 託管服務
    • 支援和維護
  • 軟體
    • 雲端基礎的平台
    • 整合軟體解決方案

9. 供應鏈分析市場（依部署方法）

  • 雲端基礎
  • 本地部署

第 10 章供應鏈分析市場（依組織規模）

  • 主要企業
  • 小型企業

第 11 章供應鏈分析市場（按應用）

  • 庫存管理
    • 需求預測
    • 訂單管理
  • 採購
    • 合約談判
    • 供應商關係管理
  • 運輸管理
    • 貨物評估
    • 路線最佳化

第 12 章 供應鏈分析市場（依產業垂直分類）

  • 食品/飲料
    • 飲料供應商
    • 加工食品
  • 醫療保健
    • 醫療設備分銷
    • 醫藥供應鏈
  • 製造業
    • 航太製造
    • 汽車製造業
  • 零售與電子商務
    • 店鋪
    • 網路零售

第13章 供應鏈分析市場（按地區）

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

第 14 章 供應鏈分析市場（按類別）

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

第 15 章 各國的供應鏈分析市場

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

第16章競爭格局

  • 市佔率分析（2024年）
  • FPNV定位矩陣（2024年）
  • 競爭分析
    • 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