Product Code: PM3887
The global cognitive supply chain market size is expected to reach USD 31.10 billion by 2032, according to a new study by Polaris Market Research. The report "Cognitive Supply Chain Market Share, Size, Trends, Industry Analysis Report, By Technology (Machine Learning, Internet of Things, Others); By Deployment; By End Use Industry; By Region; Segment Forecast, 2023- 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.
Cognitive supply chain solutions are gaining traction due to their ability to offer predictive analytics. By leveraging historical data and real-time information, these systems can anticipate potential disruptions and bottlenecks in the supply chain. Industries such as retail, healthcare, and manufacturing are using predictive analytics to preemptively address issues, minimize stockouts, and ensure product availability, ultimately improving customer satisfaction.
The pharmaceutical and food industries are subject to stringent regulations regarding product tracking, safety, and traceability. Cognitive supply chain technologies are assisting these sectors in meeting compliance requirements. By providing end-to-end visibility and traceability, these solutions enable companies to ensure product integrity, track recalls, and maintain comprehensive records to satisfy regulatory authorities.
Companies across various industries are continually exploring avenues to optimize costs. By identifying areas for cost reduction, automating routine tasks, and optimizing resource allocation, these solutions are helping businesses streamline operations and enhance cost efficiency.
Early adopters of cognitive supply chain technologies are gaining a substantial competitive advantage. These technologies enable companies to offer superior customer service by providing accurate delivery ETAs, ensuring product availability, and swiftly responding to changing market conditions. The ability to adapt and respond rapidly to customer demands is a significant driver of competitiveness.
Environmental sustainability and corporate social responsibility have become focal points for businesses. Cognitive supply chain solutions contribute to sustainability goals by reducing waste, optimizing transportation routes to minimize emissions, and enhancing resource utilization. Companies that prioritize sustainability are integrating these technologies into their supply chains to achieve both environmental and business benefits.
The identification of areas for cost reduction, process optimization, and automation offered by cognitive supply chain solutions leads to more efficient operations. This can significantly reduce operational expenses, contributing to cost-saving initiatives.
Cognitive Supply Chain Market Report Highlights
- Internet of Things segment held significant share in 2022, owing to greater need for real-time visibility, cold chain management, and predictive maintenance
- On-premise segment held significant share in 2022, owing to greater data control, customization, improved performance
- Manufacturing segment emerged as the largest segment, mainly due to increasing application in demand forecasting, quality control, and inventory management
- North America region dominated the market with majority share in 2022, owing to e-commerce growth, demand for predictive analytics, and regulatory compliance
- The global key market players include: Accenture plc, Amazon Web Services, IBM Corporation, Intel Corporation, Microsoft Corporation, and Oracle Corporation among others.
Polaris Market Research has segmented the Cognitive Supply Chain market report based on technology, deployment, end use industry, and region:
Cognitive Supply Chain, Technology Outlook (Revenue - USD Billion, 2019 - 2032)
- Machine Learning
- Internet of Things
- Others
Cognitive Supply Chain, Deployment Outlook (Revenue - USD Billion, 2019 - 2032)
Cognitive Supply Chain, End Use Industry Outlook (Revenue - USD Billion, 2019 - 2032)
- Logistics and Transportation
- Manufacturing
- Food and Beverage
- Healthcare
- Retail & E-commerce
- Others
Cognitive Supply Chain, Regional Outlook (Revenue - USD Billion, 2019 - 2032)
- North America
- U.S.
- Canada
- Europe
- Germany
- UK
- France
- Italy
- Spain
- Russia
- Netherlands
- Asia Pacific
- China
- India
- Japan
- South Korea
- Indonesia
- Malaysia
- Latin America
- Argentina
- Brazil
- Mexico
- Middle East & Africa
- UAE
- Saudi Arabia
- Israel
- South Africa
Table of Contents
1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
2. Executive Summary
3. Research Methodology
- 3.1. Overview
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
4. Global Cognitive Supply Chain Market Insights
- 4.1. Cognitive Supply Chain Market - End Use Industry Snapshot
- 4.2. Cognitive Supply Chain Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Data explosion, AI and machine learning advancements
- 4.2.1.2. Demand for real-time visibility is projected to spur the market demand
- 4.2.2. Restraints and Challenges
- 4.2.2.1. Data Security and Privacy Concerns
- 4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTEL Analysis
- 4.5. Cognitive Supply Chain Market End Use Industry Trends
- 4.6. Value Chain Analysis
- 4.7. COVID-19 Impact Analysis
5. Global Cognitive Supply Chain Market, by Technology
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. Global Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 5.3. Machine Learning
- 5.3.1. Global Cognitive Supply Chain Market, by Machine Learning, by Region, 2019-2032 (USD Billion)
- 5.4. Internet of Things
- 5.4.1. Global Cognitive Supply Chain Market, by Internet of Things, by Region, 2019-2032 (USD Billion)
- 5.5. Others
- 5.5.1. Global Cognitive Supply Chain Market, by Others, by Region, 2019-2032 (USD Billion)
6. Global Cognitive Supply Chain Market, by Deployment
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. Global Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 6.3. On-premise
- 6.3.1. Global Cognitive Supply Chain Market, by On-premise, by Region, 2019-2032 (USD Billion)
- 6.4. Cloud
- 6.4.1. Global Cognitive Supply Chain Market, by Cloud, by Region, 2019-2032 (USD Billion)
7. Global Cognitive Supply Chain Market, by End Use Industry
- 7.1. Key Findings
- 7.2. Introduction
- 7.2.1. Global Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 7.3. Logistics and Transportation
- 7.3.1. Global Cognitive Supply Chain Market, by Logistics and Transportation, By Region, 2019-2032 (USD Billion)
- 7.4. Manufacturing
- 7.4.1. Global Cognitive Supply Chain Market, by Manufacturing, By Region, 2019-2032 (USD Billion)
- 7.5. Food and Beverage
- 7.5.1. Global Cognitive Supply Chain Market, by Food and Beverage, By Region, 2019-2032 (USD Billion)
- 7.6. Healthcare
- 7.6.1. Global Cognitive Supply Chain Market, by Healthcare, By Region, 2019-2032 (USD Billion)
- 7.7. Retail & E-commerce
- 7.7.1. Global Cognitive Supply Chain Market, by Retail & E-commerce, By Region, 2019-2032 (USD Billion)
- 7.8. Others
- 7.8.1. Global Cognitive Supply Chain Market, by Others, By Region, 2019-2032 (USD Billion)
8. Global Cognitive Supply Chain Market, by Geography
- 8.1. Key findings
- 8.2. Introduction
- 8.2.1. Cognitive Supply Chain Market Assessment, By Geography, 2019-2032 (USD Billion)
- 8.3. Cognitive Supply Chain Market - North America
- 8.3.1. North America: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.3.2. North America: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.3.3. North America: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.3.4. Cognitive Supply Chain Market - U.S.
- 8.3.4.1. U.S.: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.3.4.2. U.S.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.3.4.3. U.S.: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.3.5. Cognitive Supply Chain Market - Canada
- 8.3.5.1. Canada: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.3.5.2. Canada.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.3.5.3. Canada: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4. Cognitive Supply Chain Market - Europe
- 8.4.1. Europe: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.2. Europe.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.3. Europe: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.4. Cognitive Supply Chain Market - UK
- 8.4.4.1. UK: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.4.2. UK.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.4.3. UK: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.5. Cognitive Supply Chain Market - France
- 8.4.5.1. France: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.5.2. France.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.5.3. France: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.6. Cognitive Supply Chain Market - Germany
- 8.4.6.1. Germany: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.6.2. Germany.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.6.3. Germany: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.7. Cognitive Supply Chain Market - Italy
- 8.4.7.1. Italy: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.7.2. Italy.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.7.3. Italy: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.8. Cognitive Supply Chain Market - Spain
- 8.4.8.1. Spain: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.8.2. Spain.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.8.3. Spain: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.9. Cognitive Supply Chain Market - Netherlands
- 8.4.9.1. Netherlands: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.9.2. Netherlands.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.9.3. Netherlands: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.4.10. Cognitive Supply Chain Market - Russia
- 8.4.10.1. Russia: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.4.10.2. Russia.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.4.10.3. Russia: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5. Cognitive Supply Chain Market - Asia Pacific
- 8.5.1. Asia Pacific: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.2. Asia Pacific.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.3. Asia Pacific: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.4. Cognitive Supply Chain Market - China
- 8.5.4.1. China: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.4.2. China.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.4.3. China: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.5. Cognitive Supply Chain Market - India
- 8.5.5.1. India: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.5.2. India.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.5.3. India: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.6. Cognitive Supply Chain Market - Malaysia
- 8.5.6.1. Malaysia: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.6.2. Malaysia.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.6.3. Malaysia: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.7. Cognitive Supply Chain Market - Japan
- 8.5.7.1. Japan: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.7.2. Japan.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.7.3. Japan: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.8. Cognitive Supply Chain Market - Indonesia
- 8.5.8.1. Indonesia: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.8.2. Indonesia.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.8.3. Indonesia: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.5.9. Cognitive Supply Chain Market - South Korea
- 8.5.9.1. South Korea: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.5.9.2. South Korea.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.5.9.3. South Korea: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.6. Cognitive Supply Chain Market - Middle East & Africa
- 8.6.1. Middle East & Africa: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.6.2. Middle East & Africa.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.6.3. Middle East & Africa: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.6.4. Cognitive Supply Chain Market - Saudi Arabia
- 8.6.4.1. Saudi Arabia: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.6.4.2. Saudi Arabia.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.6.4.3. Saudi Arabia: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.6.5. Cognitive Supply Chain Market - UAE
- 8.6.5.1. UAE: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.6.5.2. UAE.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.6.5.3. UAE: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.6.6. Cognitive Supply Chain Market - Israel
- 8.6.6.1. Israel: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.6.6.2. Israel.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.6.6.3. Israel: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.6.7. Cognitive Supply Chain Market - South Africa
- 8.6.7.1. South Africa: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.6.7.2. South Africa.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.6.7.3. South Africa: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.7. Cognitive Supply Chain Market - Latin America
- 8.7.1. Latin America: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.7.2. Latin America.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.7.3. Latin America: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.7.4. Cognitive Supply Chain Market - Mexico
- 8.7.4.1. Mexico: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.7.4.2. Mexico.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.7.4.3. Mexico: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.7.5. Cognitive Supply Chain Market - Brazil
- 8.7.5.1. Brazil: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.7.5.2. Brazil.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.7.5.3. Brazil: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
- 8.7.6. Cognitive Supply Chain Market - Argentina
- 8.7.6.1. Argentina: Cognitive Supply Chain Market, by Technology, 2019-2032 (USD Billion)
- 8.7.6.2. Argentina.: Cognitive Supply Chain Market, by End Use Industry, 2019-2032 (USD Billion)
- 8.7.6.3. Argentina: Cognitive Supply Chain Market, by Deployment, 2019-2032 (USD Billion)
9. Competitive Landscape
- 9.1. Expansion and Acquisition Analysis
- 9.1.1. Expansion
- 9.1.2. Acquisitions
- 9.2. Partnerships/Collaborations/Agreements/Exhibitions
10. Company Profiles
- 10.1. Accenture plc
- 10.1.1. Company Overview
- 10.1.2. Financial Performance
- 10.1.3. Product Benchmarking
- 10.1.4. Recent Development
- 10.2. Amazon Web Services
- 10.2.1. Company Overview
- 10.2.2. Financial Performance
- 10.2.3. Product Benchmarking
- 10.2.4. Recent Development
- 10.3. C.H. Robinson Worldwide, Inc.
- 10.3.1. Company Overview
- 10.3.2. Financial Performance
- 10.3.3. Product Benchmarking
- 10.3.4. Recent Development
- 10.4. Honeywell International Inc.
- 10.4.1. Company Overview
- 10.4.2. Financial Performance
- 10.4.3. Product Benchmarking
- 10.4.4. Recent Development
- 10.5. IBM Corporation
- 10.5.1. Company Overview
- 10.5.2. Financial Performance
- 10.5.3. Product Benchmarking
- 10.5.4. Recent Development
- 10.6. Intel Corporation
- 10.6.1. Company Overview
- 10.6.2. Financial Performance
- 10.6.3. Product Benchmarking
- 10.6.4. Recent Development
- 10.7. JDA Software
- 10.7.1. Company Overview
- 10.7.2. Financial Performance
- 10.7.3. Product Benchmarking
- 10.7.4. Recent Development
- 10.8. Microsoft Corporation
- 10.8.1. Company Overview
- 10.8.2. Financial Performance
- 10.8.3. Product Benchmarking
- 10.8.4. Recent Development
- 10.9. NVIDIA Corporation
- 10.9.1. Company Overview
- 10.9.2. Financial Performance
- 10.9.3. Product Benchmarking
- 10.9.4. Recent Development
- 10.10. Oracle Corporation
- 10.10.1. Company Overview
- 10.10.2. Financial Performance
- 10.10.3. Product Benchmarking
- 10.10.4. Recent Development
- 10.11. SAP SE
- 10.11.1. Company Overview
- 10.11.2. Financial Performance
- 10.11.3. Product Benchmarking
- 10.11.4. Recent Development
- 10.12. SAS Institute Inc.
- 10.12.1. Company Overview
- 10.12.2. Financial Performance
- 10.12.3. Product Benchmarking
- 10.12.4. Recent Development
- 10.13. Savi Technology
- 10.13.1. Company Overview
- 10.13.2. Financial Performance
- 10.13.3. Product Benchmarking
- 10.13.4. Recent Development
- 10.14. Siemens AG
- 10.14.1. Company Overview
- 10.14.2. Financial Performance
- 10.14.3. Product Benchmarking
- 10.14.4. Recent Development
- 10.15. Terra Technology
- 10.15.1. Company Overview
- 10.15.2. Financial Performance
- 10.15.3. Product Benchmarking
- 10.15.4. Recent Development