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PUBLISHER: Grand View Research | PRODUCT CODE: 1363452
PUBLISHER: Grand View Research | PRODUCT CODE: 1363452
Cognitive Supply Chain Market Size, Share & Trends Analysis Report By Deployment (Cloud, On-Premise), By Enterprise Size, By Automation Used (IoT, Machine Learning), By Industry Verticals, By Region, And Segment Forecasts, 2023 - 2030
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Cognitive Supply Chain Market Growth & Trends:
The global cognitive supply chain market size is predicted to reach USD 21.35 billion by 2030, expanding at a CAGR of 15.4% from 2023 to 2030, according to a new study conducted by Grand View Research, Inc.. The market has experienced significant growth and transformation due to various converging factors. A key driver behind this market's advancement is the increasing adoption of data-driven decision-making. Businesses can effectively handle and examine large datasets by leveraging sophisticated analytics and AI capabilities. These cognitive technologies offer valuable insights, enabling companies to enhance inventory management, optimize demand forecasting, and improve logistics operations with high accuracy and effectiveness.
The adoption of cognitive supply chain solutions has been significantly influenced by the integration of automation, which has revolutionized how businesses handle their supply chain processes. Utilizing the capabilities of machine learning and robotic process automation (RPA), companies can automate numerous repetitive and time-consuming tasks throughout the supply chain. Machine learning, a specialized aspect of artificial intelligence (AI), enables cognitive supply chain systems to assimilate insights from historical data, detecting patterns and trends that may go unnoticed by humans. Consequently, the system can make precise predictions and data-informed choices. For example, machine learning algorithms can analyze previous sales data and other variables to anticipate future demand, guaranteeing appropriate inventory levels at the right moments.
Conversely, robotic process automation refers to using software bots to execute rule-based tasks previously carried out manually by human workers. RPA handles tasks like data entry, invoice processing, and order tracking quickly and precisely. This automation allows employees to focus on more valuable and strategic activities, enhancing productivity and efficiency within the organization. One of the benefits of incorporating automation into the supply chain is its capacity to lower operational expenses. By automating tasks that once required significant human labor, companies can streamline their processes, eliminate the need for manual work, and optimize resource utilization. Consequently, this reduction in costs can substantially impact the company's financial performance, freeing up funds that can be reinvested into other crucial areas of the business.
The increasing focus on sustainability and environmental issues has become a key motivator for businesses to embrace eco-conscious practices across their supply chains. Cognitive solutions, which harness advanced technologies like artificial intelligence and machine learning, play a crucial role in assisting businesses to attain their sustainability objectives and cater to the preferences of environmentally aware consumers. One of the ways cognitive solutions contribute to eco-friendly supply chains is by optimizing transportation routes. Transportation represents a significant source of greenhouse gas emissions, and inefficient routes can lead to higher fuel consumption and an increased carbon footprint. Cognitive technologies can analyze transportation data, including traffic conditions and other pertinent factors, to identify the most efficient delivery routes. By minimizing distances traveled and optimizing delivery schedules, companies can decrease fuel consumption and emissions, thus promoting a more environmentally conscious supply chain.
Cognitive Supply Chain Market Report Highlights:
- The cloud deployment segment market is expected to witness substantial growth with a CAGR of 16.6% on account of the rising popularity in the market is its scalability. Cloud-based solutions allow businesses to adjust their resources based on demand fluctuations and evolving business needs
- By enterprise size, the SME segment is expected to be a key segment, exhibiting the highest CAGR over the forecast period. One key factor contributing to the growth of the SME enterprise segment in the market is cost-effectiveness. SMEs can now access cloud-based cognitive supply chain platforms that require lower upfront investment than traditional on-premises solutions, making them more feasible for smaller budgets
- Machine Learning (ML) segment is expected to dominate the market in the upcoming years. ML automation in the market segment allows businesses to streamline and optimize their supply chain processes, reduce operational costs, improve efficiency, and make data-driven decisions. By automating repetitive tasks, analyzing vast amounts of data, and identifying patterns and insights, ML-driven solutions can help companies gain a competitive edge in the market
- Asia Pacific is anticipated to register a higher CAGR over the forecast period. The Asia Pacific market has witnessed substantial growth over the past few years, driven by a convergence of technological advancements and a burgeoning demand for efficient supply chain management solutions
- The market is fragmented and is dominated by key players such as IBM Corporation, Oracle, Amazon.com, Accenture plc, Intel Corporation, NVIDIA Corporation, Honeywell International Inc., C.H. Robinson Worldwide, Inc., Panasonic, and SAP SE among others
Product Code: GVR-4-68040-114-9
Table of Contents
Chapter 1. Methodology and Scope
- 1.1. Market Segmentation & Scope
- 1.2. Market Definitions
- 1.3. Information Procurement
- 1.3.1. Information analysis
- 1.3.2. Market formulation & data visualization
- 1.3.3. Data validation & publishing
- 1.4. Research Scope and Assumptions
- 1.4.1. List to Data Sources
Chapter 2. Executive Summary
- 2.1. Market Summary
- 2.2. Market Snapshot
- 2.3. Segment Snapshot
- 2.4. Competitive Landscape Snapshot
Chapter 3. Market Variables, Trends, & Scope Outlook
- 3.1. Market Lineage Outlook
- 3.2. Cognitive Supply Chain Market - Value Chain Analysis
- 3.3. Cognitive Supply Chain Market Dynamics
- 3.3.1. Market Driver Analysis
- 3.3.2. Market Restraint Analysis
- 3.3.3. Market Opportunity Analysis
- 3.4. Cognitive Supply Chain Market - Porter's Five Forces Analysis
- 3.4.1. Supplier power
- 3.4.2. Buyer power
- 3.4.3. Substitution threat
- 3.4.4. Threat of new entrant
- 3.4.5. Competitive rivalry
- 3.5. Cognitive Supply Chain Market - PESTLE Analysis
- 3.5.1. Political landscape
- 3.5.2. Economic landscape
- 3.5.3. Social landscape
- 3.5.4. Technology landscape
- 3.5.5. Legal landscape
- 3.5.6. Environmental landscape
- 3.6. COVID-19 Impact Analysis
Chapter 4. Cognitive Supply Chain Market Deployment Outlook
- 4.1. Cognitive Supply Chain Market, By Deployment Analysis & Market Share, 2022 & 2030
- 4.2. Cloud
- 4.2.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 4.2.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 4.3. On-premise
- 4.3.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 4.3.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
Chapter 5. Cognitive Supply Chain Market Enterprise Size Outlook
- 5.1. Cognitive Supply Chain Market, By Enterprise Size Analysis & Market Share, 2022 & 2030
- 5.2. SMEs
- 5.2.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 5.2.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 5.3. Large Enterprises
- 5.3.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 5.3.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
Chapter 6. Cognitive Supply Chain Market Automation Used Outlook
- 6.1. Cognitive Supply Chain Market, By Automation Used Analysis & Market Share, 2022 & 2030
- 6.2. Internet of Things (IoT)
- 6.2.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 6.2.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 6.3. Machine Learning (ML)
- 6.3.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 6.3.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 6.4. Others
- 6.4.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 6.4.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
Chapter 7. Cognitive Supply Chain Market Industry Verticals Outlook
- 7.1. Cognitive Supply Chain Market, By Industry Verticals Analysis & Market Share, 2022 & 2030
- 7.2. Manufacturing
- 7.2.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.2.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 7.3. Retail & E-commerce
- 7.3.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.3.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 7.4. Logistics and Transportation
- 7.4.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.4.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 7.5. Healthcare
- 7.5.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.5.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 7.6. Food and Beverage
- 7.6.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.6.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
- 7.7. Others
- 7.7.1. Market estimates and forecasts, 2019 - 2030 (USD Billion)
- 7.7.2. Market estimates and forecasts, By Region, 2019 - 2030 (USD Billion)
Chapter 8. Cognitive Supply Chain Market: Regional Estimates & Trend Analysis
- 8.1. Cognitive Supply Chain Market Share by Region, 2022 & 2030
- 8.2. North America
- 8.2.1. Market estimates and forecasts, 2019 - 2030
- 8.2.2. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.2.3. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.2.4. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.2.5. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.2.6. U.S.
- 8.2.6.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.2.6.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.2.6.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.2.6.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.2.7. Canada
- 8.2.7.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.2.7.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.2.7.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.2.7.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.3. Europe
- 8.3.1. Market estimates and forecasts, 2019 - 2030
- 8.3.2. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.3.3. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.3.4. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.3.5. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.3.6. Germany
- 8.3.6.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.3.6.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.3.6.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.3.6.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.3.7. U.K.
- 8.3.7.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.3.7.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.3.7.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.3.7.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.3.8. France
- 8.3.8.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.3.8.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.3.8.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.3.8.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4. Asia-Pacific
- 8.4.1. Market estimates and forecasts, 2019 - 2030
- 8.4.2. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.3. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.4. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.5. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4.6. China
- 8.4.6.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.6.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.6.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.6.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4.7. Japan
- 8.4.7.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.7.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.7.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.7.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4.8. India
- 8.4.8.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.8.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.8.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.8.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4.9. South Korea
- 8.4.9.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.9.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.9.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.9.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.4.10. Australia
- 8.4.10.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.4.10.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.4.10.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.4.10.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.5. Latin America
- 8.5.1. Market estimates and forecasts, 2019 - 2030
- 8.5.2. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.5.3. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.5.4. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.5.5. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.5.6. Brazil
- 8.5.6.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.5.6.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.5.6.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.5.6.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.5.7. Mexico
- 8.5.7.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.5.7.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.5.7.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.5.7.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.6. Middle East & Africa
- 8.6.1. Market estimates and forecasts, 2019 - 2030
- 8.6.2. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.6.3. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.6.4. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.6.5. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.6.6. KSA
- 8.6.6.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.6.6.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.6.6.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.6.6.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.6.7. UAE
- 8.6.7.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.6.7.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.6.7.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.6.7.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
- 8.6.8. South Africa
- 8.6.8.1. Market estimates and forecasts, By Deployment, 2019 - 2030 (USD Billion)
- 8.6.8.2. Market estimates and forecasts, By Enterprise Size, 2019 - 2030 (USD Billion)
- 8.6.8.3. Market estimates and forecasts, By Automation Used, 2019 - 2030 (USD Billion)
- 8.6.8.4. Market estimates and forecasts, By Industry Verticals, 2019 - 2030 (USD Billion)
Chapter 9. Cognitive Supply Chain Market Competitive Landscape
- 9.1. Key Market Participants
- 9.1.1. IBM Corporation
- 9.1.2. Oracle
- 9.1.3. Amazon.com
- 9.1.4. Accenture plc
- 9.1.5. Intel Corporation
- 9.1.6. NVIDIA Corporation
- 9.1.7. Honeywell International Inc.
- 9.1.8. C.H. Robinson Worldwide, Inc.
- 9.1.9. Panasonic
- 9.1.10. SAP SE
- 9.2. Key Company Market Share Analysis, 2022
- 9.3. Company Categorization/Position Analysis, 2022
- 9.4. Strategic Mapping
- 9.4.1. Expansion
- 9.4.2. Mergers & Acquisition
- 9.4.3. Partnership & Collaborations
- 9.4.4. Product/service launch
Product Code: GVR-4-68040-114-9
List of Tables
- Table 1 Global Cognitive Supply Chain Market revenue estimates and forecast, by deployment, 2019 - 2030 (USD Billion)
- Table 2 Global Cognitive Supply Chain Market revenue estimates and forecast, by enterprise size, 2019 - 2030 (USD Billion)
- Table 3 Global Cognitive Supply Chain Market revenue estimates and forecast, by automation used, 2019 - 2030 (USD Billion)
- Table 4 Global Cognitive Supply Chain Market revenue estimates and forecast, by industry verticals, 2019 - 2030 (USD Billion)
- Table 5 Global Cognitive Supply Chain Market revenue estimates and forecast, by region, 2019 - 2030 (USD Billion)
- Table 6 Company heat map analysis
- Table 7 Key companies undergoing partnerships and collaborations
- Table 8 Key companies undergoing expansion
- Table 9 Key companies undergoing mergers and acquisitions
- Table 10 Key companies launching new products
List of Figures
- Fig. 1 Cognitive Supply Chain Market segmentation
- Fig. 2 Information procurement
- Fig. 3 Data analysis models
- Fig. 4 Market formulation and validation
- Fig. 5 Data validating & publishing
- Fig. 6 Market snapshot
- Fig. 7 Segment snapshot
- Fig. 8 Competitive landscape snapshot
- Fig. 9 Cognitive Supply Chain Market value, 2019 - 2030 (USD Billion)
- Fig. 10 Cognitive Supply Chain Market - Industry value chain analysis
- Fig. 11 Cognitive Supply Chain Market - Market trends
- Fig. 12 Cognitive Supply Chain Market: Porter's analysis
- Fig. 13 Cognitive Supply Chain Market: PESTEL analysis
- Fig. 14 Cognitive Supply Chain Market, by deployment: Key takeaways
- Fig. 15 Cognitive Supply Chain Market, by deployment: Market share, 2022 & 2030
- Fig. 16 Cognitive Supply Chain deployment market estimates & forecasts, by cloud, 2019 - 2030
- Fig. 17 Cognitive Supply Chain deployment market estimates & forecasts, by on-premise, 2019 - 2030 (USD Billion)
- Fig. 18 Cognitive Supply Chain Market, by enterprise size: Key takeaways
- Fig. 19 Cognitive Supply Chain Market, by enterprise size: Market share, 2022 & 2030
- Fig. 20 Cognitive Supply Chain enterprise size market estimates & forecasts, by SMEs, 2019 - 2030 (USD Billion)
- Fig. 21 Cognitive Supply Chain enterprise size market estimates & forecasts, by large enterprises, 2019 - 2030 (USD Billion)
- Fig. 22 Cognitive Supply Chain Market, by automation used: Key takeaways
- Fig. 23 Cognitive Supply Chain Market, by automation used: Market share, 2022 & 2030
- Fig. 24 Cognitive Supply Chain automation used market estimates & forecasts, by Internet of Things (IoT), 2019 - 2030
- Fig. 25 Cognitive Supply Chain automation used market estimates & forecasts, by Machine Learning (ML), 2019 - 2030 (USD Billion)
- Fig. 26 Cognitive Supply Chain automation used market estimates & forecasts, by others, 2019 - 2030
- Fig. 27 Cognitive Supply Chain Market, by industry verticals: Key takeaways
- Fig. 28 Cognitive Supply Chain Market, by industry vertical: Market share, 2022 & 2030
- Fig. 29 Cognitive Supply Chain industry verticals market estimates & forecasts, by manufacturing, 2019 - 2030 (USD Billion)
- Fig. 30 Cognitive Supply Chain industry verticals market estimates & forecasts, by retail & e-commerce, 2019 - 2030 (USD Billion)
- Fig. 31 Cognitive Supply Chain industry verticals market estimates & forecasts, by logistics and transportation, 2019 - 2030
- Fig. 32 Cognitive Supply Chain industry verticals market estimates & forecasts, by healthcare, 2019 - 2030 (USD Billion)
- Fig. 33 Cognitive Supply Chain industry verticals market estimates & forecasts, by food and beverage, 2019 - 2030 (USD Billion)
- Fig. 34 Cognitive Supply Chain industry verticals market estimates & forecasts, by others, 2019 - 2030 (USD Billion)
- Fig. 35 Global Cognitive Supply Chain Market revenue, by region, 2022 & 2030 (USD Billion)
- Fig. 36 North America Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 37 U.S. Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 38 Canada Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 39 Europe Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 40 U.K. Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 41 Germany Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 42 France Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 43 Asia Pacific Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 44 China Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 45 India Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 46 Japan Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 47 South Korea Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 48 Australia Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 49 Latin America Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 50 Brazil Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 51 Mexico Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 52 Middle East & Africa Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 53 KSA Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 54 UAE Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 55 South Africa Cognitive Supply Chain Market estimates & forecasts, 2019 - 2030 (USD Billion)
- Fig. 56 Key company categorization
- Fig. 57 Cognitive Supply Chain Market - Key company market share analysis, 2022
- Fig. 58 Strategic framework
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