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市場調查報告書
商品編碼
1786025

全球認知供應鏈市場

Cognitive Supply Chain
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 208 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球認知供應鏈市場規模將達到 254 億美元

全球認知供應鏈市場規模預計在2024年達到93億美元，預計2024年至2030年期間的複合年成長率為18.3%，到2030年將達到254億美元。本地配置是本報告分析的細分市場之一，預計其複合年成長率將達到21.5%，到分析期結束時規模將達到160億美元。雲端配置細分市場在分析期間的複合年成長率預計為14.1%。

美國市場預計將達到 24 億美元，中國市場複合年成長率將達到 17.1%

美國認知供應鏈市場規模預計2024年達到24億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到39億美元，在2024-2030年的分析期間內，複合年成長率為17.1%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為17.3%和15.5%。在歐洲，預計德國市場的複合年成長率約為13.1%。

全球認知供應鏈市場—主要趨勢與促進因素摘要

什麼是認知供應鏈？它將如何改變物流和營運？

認知供應鏈是一種先進的物流營運管理系統，它整合了人工智慧 (AI)、機器學習 (ML)、物聯網 (IoT) 和巨量資料分析，以即時最佳化決策。與依賴靜態工作流程和被動解決問題的傳統供應鏈不同，認知供應鏈使用預測分析和自學習演算法來預測中斷、調整存量基準並改善需求預測。這種由人工智慧驅動的系統使企業能夠實現更高的彈性、效率和敏捷性，從而降低與供應鏈瓶頸、運輸延誤和需求波動相關的風險。

零售、製造、製藥和汽車等行業的公司正在採用認知供應鏈，以減輕全球供應鏈中斷的影響。認知系統分析來自多個來源的歷史和即時數據，包括天氣模式、經濟趨勢和地緣政治事件，以識別潛在風險並提出主動措施建議。這些智慧型系統還提高了供應鏈的可視性，使公司能夠追蹤貨運、最佳化倉庫業務並改善供應商協作。隨著全球化和電子商務的擴張增加了供應鏈的複雜性，認知自動化對於維持物流和營運的競爭優勢至關重要。

人工智慧、物聯網和區塊鏈如何重塑供應鏈智慧

人工智慧、物聯網和區塊鏈技術正在透過實現即時追蹤、自動化和安全數據管理，徹底改變認知供應鏈。人工智慧主導的分析使供應鏈經理能夠根據數據做出關於採購、庫存水準和物流規劃的決策，從而減少效率低下並提高成本節約。機器學習模型透過辨識模式、預測需求波動並提案自適應策略，不斷改進供應鏈最佳化。

物聯網透過連接智慧感測器、GPS 追蹤和自動化倉庫解決方案，在認知供應鏈中發揮關鍵作用。支援物聯網的設備可以即時更新貨物狀態、存量基準和貨運追蹤訊息，從而減少貨物損壞和盜竊造成的損失。區塊鏈技術透過實現交易記錄的防篡改、確保產品真實性並降低詐欺風險，提高了供應鏈的透明度和安全性。人工智慧、物聯網和區塊鏈的整合正在打造更智慧、更具適應性的供應鏈，能夠動態回應市場變化、市場中斷和消費者需求。

哪些產業正在推動認知供應鏈的採用？

認知供應鏈正在改變各行各業對更高精準度、敏捷性和預測能力的運作方式。在零售和電子商務領域，認知自動化透過將存量基準與即時消費者需求保持一致，最大限度地減少庫存過剩和缺貨，從而改善庫存管理。零售商也利用人工智慧主導的物流來最佳化倉庫配送和最後一哩配送，從而提高客戶滿意度。

在製造業中，認知供應鏈正在最佳化採購、生產調度和供應商協作。人工智慧驅動的預測維修系統正在減少機器停機時間，確保生產流程順暢。製藥業正在利用認知自動化來更有效地管理藥品供應鏈，確保合規性，並降低仿冒品的風險。同時，在食品和飲料領域，認知供應鏈正在增強可追溯性，監控生鮮產品，並提高配送效率。隨著企業持續優先考慮供應鏈的彈性和敏捷性，人工智慧驅動的認知系統的採用預計將快速成長。

是什麼推動了認知供應鏈市場的成長？

認知供應鏈市場的成長受到多種因素的推動，包括對即時供應鏈視覺性的需求不斷成長、人工智慧自動化的採用日益普及以及數位轉型投資的不斷成長。企業面臨增強供應鏈韌性的壓力，尤其是在新冠疫情、貿易限制和地緣政治不確定性等全球動盪之後。認知供應鏈提供了一種數據主導的方法，可以降低風險、最佳化物流並增強決策能力，從而提高效率並節省成本。

人工智慧、物聯網和區塊鏈技術的進步進一步加速了認知供應鏈的普及，實現了自動化和分析技術的無縫整合。電子商務和全通路零售的擴張推動了對智慧庫存管理和履約解決方案的需求，進一步推動了市場成長。此外，永續性計畫正在推動企業採用人工智慧主導的供應鏈模型，以最佳化能源消耗、減少廢棄物並確保合乎道德的採購。隨著對認知自動化投資的不斷增加，認知供應鏈市場有望大幅擴張，並塑造物流、採購和庫存管理的未來。

部分

配置（本地配置、雲端配置）、公司規模（大型企業、中小型企業）、自動化類型（物聯網自動化、機器學習自動化、其他自動化類型）、最終用戶（製造業最終用戶、食品飲料業最終用戶、物流運輸業最終用戶、零售和電子商務最終用戶、醫療保健最終用戶、其他最終用戶）

受訪公司範例

  • Accenture plc
  • Anaplan, Inc.
  • Blue Yonder Group, Inc.
  • Capgemini SE
  • Cognizant Technology Solutions Corporation
  • Deloitte Touche Tohmatsu Limited
  • Eliassen Group
  • GEP
  • IBM Corporation
  • Infosys Limited
  • Kinaxis Inc.
  • PricewaterhouseCoopers LLP
  • SAP SE
  • TATA Consultancy Services Limited
  • Wipro Limited

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global 特定產業產業SLM 的典型規範，而是建立了一個從世界各地專家收集的內容庫，包括影片錄影、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
Product Code: MCP30049

Global Cognitive Supply Chain Market to Reach US$25.4 Billion by 2030

The global market for Cognitive Supply Chain estimated at US$9.3 Billion in the year 2024, is expected to reach US$25.4 Billion by 2030, growing at a CAGR of 18.3% over the analysis period 2024-2030. On-premises Deployment, one of the segments analyzed in the report, is expected to record a 21.5% CAGR and reach US$16.0 Billion by the end of the analysis period. Growth in the Cloud Deployment segment is estimated at 14.1% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.4 Billion While China is Forecast to Grow at 17.1% CAGR

The Cognitive Supply Chain market in the U.S. is estimated at US$2.4 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$3.9 Billion by the year 2030 trailing a CAGR of 17.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 17.3% and 15.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.1% CAGR.

Global Cognitive Supply Chain Market - Key Trends & Drivers Summarized

What Is a Cognitive Supply Chain and How Is It Transforming Logistics and Operations?

A cognitive supply chain is an advanced logistics and operations management system that integrates artificial intelligence (AI), machine learning (ML), the Internet of Things (IoT), and big data analytics to optimize decision-making in real-time. Unlike traditional supply chains, which rely on static workflows and reactive problem-solving, cognitive supply chains use predictive analytics and self-learning algorithms to anticipate disruptions, adjust inventory levels, and improve demand forecasting. This AI-powered system enables businesses to achieve greater resilience, efficiency, and agility, reducing risks associated with supply chain bottlenecks, transportation delays, and demand fluctuations.

Companies across various industries, including retail, manufacturing, pharmaceuticals, and automotive, are adopting cognitive supply chains to mitigate the impact of global supply chain disruptions. Cognitive systems analyze historical and real-time data from multiple sources, including weather patterns, economic trends, and geopolitical events, to identify potential risks and recommend proactive strategies. These intelligent systems also enhance supply chain visibility, ensuring that businesses can track shipments, optimize warehouse operations, and improve supplier collaboration. As supply chain complexity increases due to globalization and e-commerce expansion, cognitive automation is becoming essential for maintaining a competitive edge in logistics and operations.

How Are AI, IoT, and Blockchain Reshaping Supply Chain Intelligence?

Artificial intelligence, IoT, and blockchain technologies are revolutionizing cognitive supply chains by enabling real-time tracking, automation, and secure data management. AI-driven analytics allow supply chain managers to make data-informed decisions on procurement, inventory levels, and logistics planning, reducing inefficiencies and enhancing cost savings. Machine learning models continuously refine supply chain optimization by identifying patterns, predicting demand fluctuations, and suggesting adaptive strategies.

IoT plays a crucial role in cognitive supply chains by connecting smart sensors, GPS tracking, and automated warehousing solutions. IoT-enabled devices provide real-time updates on cargo conditions, inventory levels, and shipment tracking, reducing losses due to spoilage or theft. Blockchain technology enhances supply chain transparency and security by enabling tamper-proof records of transactions, ensuring product authenticity, and reducing fraud risks. The integration of AI, IoT, and blockchain is creating more intelligent and adaptive supply chains capable of responding dynamically to market changes, disruptions, and consumer demands.

Which Industries Are Driving the Adoption of Cognitive Supply Chains?

Cognitive supply chains are transforming operations across industries that require high levels of precision, agility, and predictive capabilities. In the retail and e-commerce sector, cognitive automation is improving inventory management by aligning stock levels with real-time consumer demand, minimizing overstocking and shortages. Retailers are also using AI-driven logistics to optimize warehouse distribution and last-mile delivery, enhancing customer satisfaction.

In manufacturing, cognitive supply chains are optimizing procurement, production scheduling, and supplier collaboration. AI-powered predictive maintenance systems are reducing machine downtime, ensuring smooth production flows. The pharmaceutical industry is leveraging cognitive automation to manage drug supply chains more effectively, ensuring regulatory compliance and reducing counterfeit risks. Meanwhile, in the food and beverage sector, cognitive supply chains enhance traceability, monitor perishable goods, and improve distribution efficiency. As businesses continue to prioritize supply chain resilience and agility, the adoption of AI-powered cognitive systems is expected to grow rapidly.

What is Driving the Growth of the Cognitive Supply Chain Market?

The growth in the cognitive supply chain market is driven by several factors, including increasing demand for real-time supply chain visibility, rising adoption of AI-driven automation, and growing investments in digital transformation. Companies are under pressure to enhance supply chain resilience, especially in the wake of global disruptions such as the COVID-19 pandemic, trade restrictions, and geopolitical uncertainties. Cognitive supply chains offer a data-driven approach to mitigate risks, optimize logistics, and enhance decision-making, leading to greater efficiency and cost savings.

Advancements in AI, IoT, and blockchain technologies are further accelerating the adoption of cognitive supply chains, enabling seamless integration of automation and analytics. The expansion of e-commerce and omnichannel retail is driving demand for intelligent inventory management and fulfillment solutions, further fueling market growth. Additionally, sustainability initiatives are encouraging companies to adopt AI-driven supply chain models that optimize energy consumption, reduce waste, and ensure ethical sourcing. With increasing investment in cognitive automation, the cognitive supply chain market is poised for significant expansion, shaping the future of logistics, procurement, and inventory management.

SCOPE OF STUDY:

The report analyzes the Cognitive Supply Chain market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Deployment (On-premises Deployment, Cloud Deployment); Enterprise Size (Large Enterprises, SMEs); Automation Type (Internet of Things Automation, Machine Learning Automation, Other Automation Types); End-Use (Manufacturing End-Use, Food and Beverage End-Use, Logistics and Transportation End-Use, Retail and E-commerce End-Use, Healthcare End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 42 Featured) -

  • Accenture plc
  • Anaplan, Inc.
  • Blue Yonder Group, Inc.
  • Capgemini SE
  • Cognizant Technology Solutions Corporation
  • Deloitte Touche Tohmatsu Limited
  • Eliassen Group
  • GEP
  • IBM Corporation
  • Infosys Limited
  • Kinaxis Inc.
  • PricewaterhouseCoopers LLP
  • SAP SE
  • TATA Consultancy Services Limited
  • Wipro Limited

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Cognitive Supply Chain - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Supply Chain Complexity and Disruption Risk Drives Demand for Intelligent, Adaptive Supply Chain Solutions
    • Integration of AI and Machine Learning Enhances Forecast Accuracy, Demand Planning, and Inventory Optimization
    • Shift Toward Real-Time, Data-Driven Decision Making Strengthens Business Case for Cognitive Supply Chain Platforms
    • Increased Adoption of IoT Devices Enables Continuous Data Collection and End-to-End Visibility Across the Supply Chain
    • Growth in E-Commerce and Omnichannel Retailing Fuels Need for Dynamic, Self-Learning Fulfillment Systems
    • Emergence of Predictive and Prescriptive Analytics Improves Agility and Resilience in Supply Chain Operations
    • Expansion of Digital Twins and Simulation Technologies Enhances Scenario Planning and Disruption Management
    • Rising Customer Expectations Around Speed and Transparency Drive Automation and Cognitive Responsiveness
    • Integration of Cognitive Supply Chain Platforms With ERP, TMS, and WMS Systems Enables Seamless Process Orchestration
    • Adoption of Natural Language Processing (NLP) in Supplier Collaboration and Contract Analysis Streamlines Operations
    • Increased Focus on Sustainability and Carbon Tracking Requires Cognitive Capabilities for Emissions Mapping and Optimization
    • Growth in Multi-Tier Supplier Networks Accelerates Demand for AI-Powered Risk Identification and Mitigation Tools
    • Workforce Shortages and Skills Gaps Drive Adoption of AI-Augmented Decision-Making Tools in Logistics and Procurement
    • Cloud-Native Infrastructure Enhances Scalability and Accessibility of Cognitive Supply Chain Platforms
    • Advances in Computer Vision Enable Automated Quality Control and Condition Monitoring Across the Supply Chain
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Supply Chain Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Cognitive Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for On-premises Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for On-premises Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Cloud Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Cloud Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Logistics & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Logistics & Transportation End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Retail & E-commerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Retail & E-commerce End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Manufacturing End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Food & Beverage End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Food & Beverage End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Internet of Things Automation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Internet of Things Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Machine Learning Automation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Machine Learning Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Other Automation Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Other Automation Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 30: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • JAPAN
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • CHINA
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 54: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 56: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • EUROPE
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Cognitive Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • FRANCE
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 72: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: France 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • GERMANY
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Germany 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • ITALY
    • TABLE 88: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Italy 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 96: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: UK 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 98: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 104: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 112: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 120: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Rest of World 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030

IV. COMPETITION