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市场调查报告书
商品编码
1786025

全球认知供应链市场

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个工作天内

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简介目录

到 2030 年，全球认知供应链市场规模将达到 254 亿美元

全球认知供应链市场规模预计在2024年达到93亿美元，预计2024年至2030年期间的复合年增长率为18.3%，到2030年将达到254亿美元。本地配置是本报告分析的细分市场之一，预计其复合年增长率将达到21.5%，到分析期结束时规模将达到160亿美元。云端配置细分市场在分析期间的复合年增长率预计为14.1%。

美国市场预计将达到 24 亿美元，中国市场复合年增长率将达到 17.1%

美国认知供应链市场规模预计2024年达到24亿美元。作为世界第二大经济体，中国预计到2030年市场规模将达到39亿美元，在2024-2030年的分析期间内，复合年增长率为17.1%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为17.3%和15.5%。在欧洲，预计德国市场的复合年增长率约为13.1%。

全球认知供应链市场—主要趋势与驱动因素摘要

什么是认知供应链？它将如何改变物流和营运？

认知供应链是一种先进的物流营运管理系统，它整合了人工智慧 (AI)、机器学习 (ML)、物联网 (IoT) 和巨量资料分析，以即时优化决策。与依赖静态工作流程和被动解决问题的传统供应链不同，认知供应链使用预测分析和自学习演算法来预测中断、调整存量基准并改善需求预测。这种由人工智慧驱动的系统使企业能够实现更高的弹性、效率和敏捷性，从而降低与供应链瓶颈、运输延误和需求波动相关的风险。

零售、製造、製药和汽车等行业的公司正在采用认知供应链，以减轻全球供应链中断的影响。认知系统分析来自多个来源的历史和即时数据，包括天气模式、经济趋势和地缘政治事件，以识别潜在风险并提出主动措施建议。这些智慧型系统还提高了供应链的可视性，使公司能够追踪货运、优化仓库业务并改善供应商协作。随着全球化和电子商务的扩张增加了供应链的复杂性，认知自动化对于维持物流和营运的竞争优势至关重要。

人工智慧、物联网和区块链如何重塑供应链智能

人工智慧、物联网和区块链技术正在透过实现即时追踪、自动化和安全数据管理，彻底改变认知供应链。人工智慧主导的分析使供应链经理能够根据数据做出关于采购、库存水准和物流规划的决策，从而减少效率低下并提高成本节约。机器学习模型透过辨识模式、预测需求波动并提案自适应策略，不断改进供应链最佳化。

物联网透过连接智慧感测器、GPS 追踪和自动化仓库解决方案，在认知供应链中发挥关键作用。支援物联网的设备可以即时更新货物状态、存量基准和货运追踪讯息，从而减少货物损坏和盗窃造成的损失。区块链技术透过实现交易记录的防篡改、确保产品真实性并降低诈欺风险，提高了供应链的透明度和安全性。人工智慧、物联网和区块链的整合正在打造更智慧、更具适应性的供应链，能够动态回应市场变化、市场中断和消费者需求。

哪些产业正在推动认知供应链的采用？

认知供应链正在改变各行各业对更高精准度、敏捷性和预测能力的运作方式。在零售和电子商务领域，认知自动化透过将存量基准与即时消费者需求保持一致，最大限度地减少库存过剩和缺货，从而改善库存管理。零售商也利用人工智慧主导的物流来优化仓库配送和最后一哩配送，从而提高客户满意度。

在製造业中，认知供应链正在优化采购、生产调度和供应商协作。人工智慧驱动的预测维修系统正在减少机器停机时间，确保生产流程顺畅。製药业正在利用认知自动化来更有效地管理药品供应链，确保合规性，并降低仿冒品的风险。同时，在食品和饮料领域，认知供应链正在增强可追溯性，监控生鲜产品，并提高配送效率。随着企业持续优先考虑供应链的弹性和敏捷性，人工智慧驱动的认知系统的采用预计将快速成长。

是什么推动了认知供应链市场的成长？

认知供应链市场的成长受到多种因素的推动，包括对即时供应链视觉性的需求不断增长、人工智慧自动化的采用日益普及以及数位转型投资的不断增长。企业面临增强供应链韧性的压力，尤其是在新冠疫情、贸易限制和地缘政治不确定性等全球动盪之后。认知供应链提供了一种数据主导的方法，可以降低风险、优化物流并增强决策能力，从而提高效率并节省成本。

人工智慧、物联网和区块链技术的进步进一步加速了认知供应链的普及，实现了自动化和分析技术的无缝整合。电子商务和全通路零售的扩张推动了对智慧库存管理和履约解决方案的需求，进一步推动了市场成长。此外，永续性计画正在推动企业采用人工智慧主导的供应链模型，以优化能源消耗、减少废弃物并确保合乎道德的采购。随着对认知自动化投资的不断增加，认知供应链市场有望大幅扩张，并塑造物流、采购和库存管理的未来。

部分

配置（本地配置、云端配置）、公司规模（大型企业、中小型企业）、自动化类型（物联网自动化、机器学习自动化、其他自动化类型）、最终用户（製造业最终用户、食品饮料业最终用户、物流运输业最终用户、零售和电子商务最终用户、医疗保健最终用户、其他最终用户）

受访公司范例

  • 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

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global 特定产业产业SLM 的典型规范，而是建立了一个从世界各地专家收集的内容库，包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
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