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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1786025

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1786025

Cognitive Supply Chain

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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.

Product Code: MCP30049

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

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+32-2-535-7543

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