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AI in Supply Chain Market
AI in Supply Chain Market Size, Share, Forecast, & Trends Analysis by Offering (Hardware, Software, Other), Technology (ML, NLP, RPA, Other), Deployment Mode, Application (Demand Forecasting, Other), End-use Industry (Manufacturing, Retail, F&B, Other) & Geography - Global Forecasts to 2031
Report ID:MRICT - 104365 Pages: 282 May-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 2 to 4 HoursAI in Supply Chain Market Size & Forecast
The AI in Supply Chain Market is expected to reach $58.55 billion by 2031, at a CAGR of 40.4% from 2024 to 2031. The growth of the AI in supply chain market is driven by the increasing incorporation of artificial intelligence in supply chain operations and the rising need for greater visibility & transparency in supply chain processes. However, the high procurement & operating costs of AI-based supply chain solutions and the lack of supporting infrastructure restrain the growth of this market.
Furthermore, the growing demand for AI-based business automation solutions is expected to generate growth opportunities for the players operating in this market. However, performance issues in integrating data from multiple sources and data security & privacy concerns are major challenges impacting market growth. Additionally, the rising demand for cloud-based supply chain solutions is a prominent trend in the AI in supply chain market.
AI in Supply Chain Market Growth Drivers
Increasing Incorporation of AI in Supply Chain Operations Driving Market Growth
Customer experience and satisfaction are largely influenced by the complexity of returns processes, delivery times & accuracy, and visibility into stock levels. These factors can be optimized by leveraging AI capabilities. The players in this market are focused on expanding AI-supported features in their supply chain management solutions.
Furthermore, machine learning approaches, such as deep analytics and real-time monitoring, significantly improve supply chain visibility, allowing businesses to offer enhanced customer experiences and meet delivery schedules. Market players are launching AI-based supply chain management solutions to offer enterprises better efficiency and productivity. For instance, in February 2023, XPDEL (U.S.), a leading omnichannel fulfillment and logistics services company, launched its AI-enabled shipping solution in India. The solution helps enterprises choose the best rates and the fastest delivery methods based on product dimensions, delivery distance, and service levels, enhancing customer experience. Thus, companies’ rising focus on optimizing supply chain operations using AI to enhance customer experience and satisfaction is driving the growth of the AI in supply chain market.
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Rising Need for Greater Visibility & Transparency in Supply Chain Processes Driving the Demand for AI-Based Solutions
Modern-day businesses have realized the importance of collecting and sharing supply chain information with trading partners and customers. By increasing supply chain transparency, companies can connect with customers, build trust, and gain better visibility into all stages of their supply chains to drive process improvements and react faster and more effectively when problems occur.
There are numerous advantages to supply chain transparency, such as increasing confidence among companies that their suppliers, materials, and products are genuine, acquired honestly, and live up to company standards. Market players are focused on product launches and partnerships to offer enhanced supply chain visibility. For instance:
- In June 2023, FourKites, Inc. (U.S.), a supply chain visibility company, expanded its partnership with NFI Industries (U.S.) to provide transportation partners with enhanced visibility and more granular data points. The company’s tools deliver valuable insights, allowing partners to take action and continuously improve performance and customer relationships.
- In June 2023, Vizion, Inc. (U.S.), a supply chain visibility solutions provider, launched an intermodal tracking tool to offer greater supply chain transparency.
AI in Supply Chain Market Trends
Rising Demand for Cloud-Based Supply Chain Solutions
Cloud technologies have become the core of businesses’ digital transformation efforts. Many organizations consider cloud-based multiparty networks a key enabler of complete supply chain network visibility and transparency. They eliminate the need for complex and costly point-to-point integration, which leads to siloed data, data latencies, and blind spots in the supply chain.
Organizations are steadily moving their workloads from on-premise IT infrastructure and data processing to public clouds, which is expected to boost the demand for cloud-based supply chain solutions. The main reason companies move to the cloud is cost savings. Moreover, cloud computing also provides speed, agility, and visibility.
Some of the cloud-based offerings recently launched in the market are as follows:
- In January 2022, Ateliere Creative Technologies, Inc. (U.S.) launched its cloud-based Connect Supply Chain Platform on the AWS Marketplace.
- In November 2022, Amazon Web Services, Inc. (U.S.) launched its cloud-based AWS Supply Chain solution to help businesses increase supply chain visibility and enable faster, more informed decisions to mitigate risks, lower costs, and improve customer experiences.
AI in Supply Chain Market Opportunity
Growing Demand for AI-based Business Automation Solutions Generating Growth Opportunities for Market Players
Businesses are adopting automation technologies to increase efficiency, reduce efforts, and optimize costs and the utilization of resources and time. With advances in technologies such as Robotic Process Automation (RPA) and Artificial Intelligence (AI), businesses are transitioning from legacy practices to automated workflows to make business processes proactive, intelligent, and effective.
Artificial intelligence is increasingly being integrated into automated workflows, with supply chain processes, such as order processing, inventory management, and logistics, benefitting from reduced staffing needs and time and cost savings. The increasing focus on AI-powered business automation solutions is expected to generate growth opportunities for market players. Hence, the players in this market are launching advanced solutions to help enterprises increase business productivity and efficiency. For instance, in May 2023, ServiceNow, Inc. (U.S.), a leading digital workflow company, launched Finance and Supply Chain Workflows to help enterprises apply intelligent automation to business-critical processes.
AI in Supply Chain Market Analysis: Key Findings
By Offering: In 2024, the Hardware Segment to Dominate the AI in Supply Chain Market
Based on offering, the AI in supply chain market is segmented into hardware, software, and services. In 2024, the hardware segment is expected to account for the largest share of 44.4% of the AI in supply chain market. The large market share of this segment is attributed to advancements in data center capabilities, the growing need for storage hardware due to increasing storage requirements for AI applications, the crucial need for constant connectivity in the supply chain operations, and the emphasis on product development and enhancement by manufacturers. For instance, in January 2023, Intel Corporation launched its 4th Gen Intel Xeon Scalable processors (code-named Sapphire Rapids), the Intel Xeon CPU Max Series (code-named Sapphire Rapids HBM), and the Intel Data Center GPU Max Series (code-named Ponte Vecchio). These new processors deliver significant improvements in data center performance, efficiency, security, and AI capabilities.
However, the software segment is expected to record the highest CAGR of 43.2% during the forecast period. This segment's growth is driven by the rising focus on product development and the enhancement of supply chain software and the benefits offered by supply chain software in facilitating supply chain visibility and centralized operations.
By Technology: In 2024, the Machine Learning Segment to Dominate the AI in Supply Chain Market
Based on technology, the AI in supply chain market is segmented into machine learning, computer vision, natural language processing, context-aware computing, and robotic process automation. In 2024, the machine learning segment is expected to account for the largest share of 63.0% of the AI in supply chain market. The large market share of this segment is attributed to the advancements in data center capabilities, increasing deployment of machine learning solutions and its ability to perform tasks without relying on human input, and the rapid adoption of cloud-based technology across several industries. For instance, in June 2022, FedEx Corporation (U.S.) invested in FourKites, Inc. (U.S.), a supply chain visibility startup. This strategic collaboration allows FedEx to leverage its machine learning and AI capabilities with data from FedEx, enhancing its operational efficiency and visibility.
However, the robotic process automation segment is expected to record the highest CAGR of 42.9% during the forecast period. The growth of this segment is driven by the increased adoption of RPA across various industries and the rising demand for automating business processes to meet heightened customer expectations.
By Deployment Mode: In 2024, the Cloud-based Deployments Segment to Dominate the AI in Supply Chain Market
Based on deployment mode, the AI in supply chain market is segmented into cloud-based deployments and on-premise deployments. In 2024, the cloud-based deployments segment is expected to account for the larger share of 75.6% of the AI in supply chain market. The large market share of this segment is attributed to the increasing avenues for cloud-based deployments, the superior flexibility and affordability offered by cloud-based deployments, and the increasing adoption of cloud-based solutions by small & medium-sized enterprises.
Moreover, the cloud-based deployments segment is expected to record the highest CAGR during the forecast period. The rapid development of new security measures for cloud-based deployments is expected to drive this segment's growth in the coming years.
By Application: The Real-time Supply Chain Visibility Segment to Witness Highest Demand During the Forecast Period
Based on application, the AI in supply chain market is segmented into demand forecasting, supply chain planning, warehouse management, fleet management, risk management, inventory management, predictive maintenance, real-time supply chain visibility, and other applications. In 2024, the demand forecasting segment is expected to account for the largest share of 25.2% of the AI in supply chain market. The large market share of this segment is attributed to the rising initiatives to integrate AI capabilities in supply chain solutions, dynamic changes in customer behaviors and expectations, and the rising need to achieve accuracy and resilience in the supply chain. For instance, in March 2023, Zionex, Inc. (South Korea), a prominent provider of advanced supply chain and integrated business planning platforms, launched PlanNEL Beta. This AI-powered SaaS platform is designed for demand forecasting and inventory optimization.
However, the real-time supply chain visibility segment is expected to record the highest CAGR during the forecast period. This segment's growth is driven by the rising integration of AI capabilities into supply chains to obtain real-time data on them.
By End-use Industry: In 2024, the Manufacturing Segment to Dominate the AI in Supply Chain Market
Based on end-use industry, the AI in supply chain market is segmented into manufacturing, food and beverage, healthcare & pharmaceuticals, automotive, retail, building & construction, medical devices & consumables, aerospace & defense, and other end-use industries. In 2024, the manufacturing segment is expected to account for the largest share of 23.1% of the AI in supply chain market. The large market share of this segment is attributed to the increasing number of manufacturing companies, favorable initiatives to integrate artificial capabilities in the supply chain, and the increasing focus on achieving accuracy and resilience in the supply chain among manufacturers.
However, the retail segment is expected to record the highest CAGR of 47.8% during the forecast period. This segment's growth is driven by the rising integration of AI capabilities in the retail supply chain to forecast inventory and demand and retailers' growing focus on meeting consumer expectations.
Geographical Analysis
By Geography: In 2024, the Asia-Pacific Region to Dominate the AI in Supply Chain Market
In 2024, Asia-Pacific is expected to account for the largest share of 36.9% of the AI in supply chain market. The large market share of this region is attributed to the rapid pace of digitalization and modernization across industries, the advent of Industry 4.0, and the growing adoption of advanced technologies across various businesses.
Moreover, the Asia-Pacific region is projected to record the highest CAGR of 42.7% during the forecast period. This market's growth is driven by the proliferation of advanced supply chain solutions, the rising deployment of AI tools across the region, and efforts by major market players to implement AI technology across various sectors.
AI in Supply Chain Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies adopted in the last 3 to 4 years. Some of the key players operating in the AI in supply chain market are IBM Corporation (U.S.), SAP SE (Germany), Microsoft Corporation (U.S.), Google LLC (U.S.), Amazon Web Services, Inc. (U.S.), Intel Corporation (U.S.), NVIDIA Corporation (U.S.), Oracle Corporation (U.S.), C3.ai, Inc. (U.S.), Samsung SDS CO., Ltd. (South Korea), Coupa Software Inc. (U.S.), Micron Technology, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), FedEx Corporation (U.S.), and Deutsche Post DHL Group (Germany).
AI in Supply Chain Industry Overview: Latest Developments from Key Industry Players
- In March 2024, Oracle Corporation (U.S.) announced Oracle Smart Operations, new supply chain execution capabilities in Oracle Fusion Cloud Supply Chain & Manufacturing (SCM). Powered by advanced technologies like artificial intelligence (AI), the new capabilities within Oracle Fusion Cloud Manufacturing and Oracle Fusion Cloud Maintenance can help customers improve factory output by increasing productivity, enhancing quality, reducing unplanned downtime, and improving visibility across operations.
- In November 2023, IBM Corporation (U.S.) extended a partnership with Amazon Web Services, Inc. (U.S.) to help more mutual clients operationalize and derive value from the latest technologies, including generative artificial intelligence (AI). It includes offering to introduce a virtual assistant that can help accelerate and augment the work of supply chain professionals as they aim to deliver on customer expectations, optimize inventories, reduce costs, streamline logistics, and assess supply chain risks.
- In November 2023, Amazon Web Services, Inc. (U.S.) launched Amazon Q, a new type of generative AI-powered assistant that is specifically for work and can be tailored to a customer’s business. Amazon Q brings generative AI-powered assistance to customers building on AWS, working internally, and using AWS applications for business intelligence (BI), contact centers, and supply chain management to help organizations of all sizes and across industries use generative AI safely.
- In April 2023, SAP SE (Germany) upgraded its supply chain solutions with new advancements that generate data-driven insights to enable risk-resilient and sustainable supply chain operations. This includes AI embedded into the SAP Digital Manufacturing solution, 3D product and operations viewer capabilities in manufacturing, service, and maintenance processes, and adherence to sustainable packaging guidelines in the SAP Responsible Design and Production solution.
AI in Supply Chain Market Research Summary
|
Particulars |
Details |
|
Number of Pages |
282 |
|
Format |
|
|
Forecast Period |
2024–2031 |
|
Base Year |
2023 |
|
CAGR (Value) |
40.4% |
|
Market Size (Value) |
USD 58.55 Billion by 2031 |
|
Segments Covered |
By Offering
By Technology
By Deployment Mode
By Application
By End-use Industry
|
|
Countries Covered |
North America (U.S., Canada), Europe (Germany, U.K., France, Italy, Spain, Sweden, Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, Singapore, Rest of Asia-Pacific), Latin America (Brazil, Mexico, Rest of Latin America) Middle East & Africa (UAE, Israel, Rest of the Middle East & Africa) |
|
Key Companies |
IBM Corporation (U.S.), SAP SE (Germany), Microsoft Corporation (U.S.), Google LLC (U.S.), Amazon Web Services, Inc. (U.S.), Intel Corporation (U.S.), NVIDIA Corporation (U.S.), Oracle Corporation (U.S.), C3.ai, Inc. (U.S.), Samsung SDS CO., Ltd. (South Korea), Coupa Software Inc. (U.S.), Micron Technology, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), FedEx Corporation (U.S.), and Deutsche Post DHL Group (Germany). |
Key questions answered in the AI in supply chain market report:
The AI in supply chain market study focuses on market assessment and opportunity analysis through the sales of AI in supply chain solutions across different regions and countries across different market segmentations. This study is also focused on competitive analysis for the AI in supply chain market based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies.
The AI in Supply Chain Market is expected to reach $58.55 billion by 2031, at a CAGR of 40.4% from 2024 to 2031.
In 2024, the manufacturing segment is expected to hold the largest share of the AI in supply chain market.
The real-time supply chain visibility segment is expected to register the highest CAGR during the forecast period.
The growth of the AI in supply chain market is driven by the increasing incorporation of artificial intelligence in supply chain operations and the rising need for greater visibility & transparency in supply chain processes. Furthermore, the growing demand for AI-based business automation solutions is expected to generate growth opportunities for the players operating in this market.
Key players operating in the AI in supply chain market are IBM Corporation (U.S.), SAP SE (Germany), Microsoft Corporation (U.S.), Google LLC (U.S.), Amazon Web Services, Inc. (U.S.), Intel Corporation (U.S.), NVIDIA Corporation (U.S.), Oracle Corporation (U.S.), C3.ai, Inc. (U.S.), Samsung SDS CO., Ltd. (South Korea), Coupa Software Inc. (U.S.), Micron Technology, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), FedEx Corporation (U.S.), and Deutsche Post DHL Group (Germany).
Asia-Pacific is expected to record a higher CAGR during the forecast period.
1. Introduction
1.1. Market Definition & Scope
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. Research Methodology
2.1. Research Approach
2.2. Process of Data Collection and Validation
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders of the Industry
2.3. Market Sizing and Forecast
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast
2.4. Assumptions for the Study
3. Executive Summary
3.1. Overview
3.2. Market Analysis, by Offering
3.3. Market Analysis, by Technology
3.4. Market Analysis, by Deployment Mode
3.5. Market Analysis, by Application
3.6. Market Analysis, by End-use Industry
3.7. Market Analysis, by Geography
3.8. Competition Analysis
4. Market Insights
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Increasing Incorporation of AI in Supply Chain Operations Driving Market Growth
4.2.2. Rising Need for Greater Visibility & Transparency in Supply Chain Processes Driving the Demand for AI-based Solutions
4.2.3. High Procurement & Operating Costs Limiting the Adoption of AI-based Supply Chain Solutions
4.2.4. Lack of Supporting Infrastructure Restricting the Implementation of AI-based Supply Chain Solutions
4.2.5. Growing Demand for AI-Based Business Automation Solutions Generating Growth Opportunities for Market Players
4.2.6. Data Security & Privacy Concerns Impacting the Acceptance of AI-based Supply Chain Solutions
4.2.7. Performance Issues in Integrating Data From Multiple Sources Leading To Inaccurate Business Insights
4.3. Trends
4.3.1. Rising Demand for Cloud-Based Supply Chain Solutions
4.4. Case Studies
4.4.1. Case Study A
4.4.2. Case Study B
4.4.3. Case Study C
5. AI in Supply Chain Market Assessment—by Offering
5.1. Overview
5.2. Hardware
5.2.1. Processors
5.2.2. Storage
5.2.3. Networking
5.3. Software
5.4. Services
5.4.1. Deployment & Integration Services
5.4.2. Connectivity Services
5.4.3. Support & Maintenance Services
5.4.4. Consulting Services
6. AI in Supply Chain Market Assessment—by Technology
6.1. Overview
6.2. Machine Learning
6.3. Natural Language Processing
6.4. Computer Vision
6.5. Robotic Process Automation
6.6. Context-aware Computing
7. AI in Supply Chain Market Assessment—by Deployment Mode
7.1. Overview
7.2. Cloud-based Deployments
7.3. On-premise Deployments
8. AI in Supply Chain Market Assessment—by Application
8.1. Overview
8.2. Demand Forecasting
8.3. Real-time Supply Chain Visibility
8.4. Supply Chain Planning
8.5. Inventory Management
8.6. Fleet Management
8.7. Warehouse Management
8.8. Other Applications
9. AI in Supply Chain Market Assessment—by End-use Industry
9.1. Overview
9.2. Manufacturing
9.3. Retail
9.4. Food and Beverage
9.5. Automotive
9.6. Healthcare & Pharmaceuticals
9.7. Medical Devices & Consumables
9.8. Aerospace & Defense
9.9. Building & Construction
9.10. Other End-use Industries
10. AI in Supply Chain Market Assessment—by Geography
10.1. Overview
10.2. Asia-Pacific
10.2.1. China
10.2.2. Japan
10.2.3. India
10.2.4. South Korea
10.2.5. Singapore
10.2.6. Rest of Asia-Pacific
10.3. North America
10.3.1. U.S.
10.3.2. Canada
10.4. Europe
10.4.1. U.K.
10.4.2. Italy
10.4.3. Germany
10.4.4. Sweden
10.4.5. Spain
10.4.6. France
10.4.7. Rest of Europe
10.5. Latin America
10.5.1. Mexico
10.5.2. Brazil
10.5.3. Rest of Latin America
10.6. Middle East & Africa
10.6.1. Israel
10.6.2. UAE
10.6.3. Rest of Middle East & Africa
11. Competition Analysis
11.1. Overview
11.2. Key Growth Strategies
11.3. Competitive Benchmarking
11.4. Competitive Dashboard
11.4.1. Industry Leaders
11.4.2. Market Differentiators
11.4.3. Vanguards
11.4.4. Emerging Companies
11.5. Market Ranking by the Key Players
12. Company Profiles
12.1. IBM Corporation
12.2. SAP SE
12.3. Microsoft Corporation
12.4. Google LLC (a subsidiary of Alphabet, Inc.)
12.5. Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.)
12.6. NVIDIA Corporation
12.7. Oracle Corporation
12.8. C3.ai, Inc.
12.9. Intel Corporation
12.10. Samsung SDS CO., Ltd.
12.11. Coupa Software Inc.
12.12. Micron Technology, Inc.
12.13. Advanced Micro Devices, Inc.
12.14. FedEx Corporation
12.15. Deutsche Post DHL Group
(Note: SWOT analysis of the top 5 companies will be provided.)
13. Appendix
13.1. Available Customization
13.2. Related Reports
List of Tables
Table 1 Currency Conversion Rate (2019–2023)
Table 2 Global AI in Supply Chain Market, by Offering, 2022–2031 (USD Million)
Table 3 Global AI Hardware in Supply Chain Market, by Country/Region, 2022–2031 (USD Million)
Table 4 Global AI Hardware in Supply Chain Market, by Type, 2022–2031 (USD Million)
Table 5 Global AI Processors Market, by Country/Region, 2022–2031 (USD Million)
Table 6 Global AI Storage Market, by Country/Region, 2022–2031 (USD Million)
Table 7 Global AI Networking Market, by Country/Region, 2022–2031 (USD Million)
Table 8 Global AI Software in Supply Chain Market, by Country/Region, 2022–2031 (USD Million)
Table 9 Global AI Service in Supply Chain Market, by Country/Region, 2022–2031 (USD Million)
Table 10 Global AI Services in Supply Chain Market, by Type, 2022–2031 (USD Million)
Table 11 Global Deployment & Integration Services Market, by Country/Region, 2022–2031 (USD Million)
Table 12 Global Connectivity Services Market, by Country/Region, 2022–2031 (USD Million)
Table 13 Global Support & Maintenance Services Market, by Country/Region, 2022–2031 (USD Million)
Table 14 Global Consulting Services Market, by Country/Region, 2022–2031 (USD Million)
Table 15 Global AI in Supply Chain Market, by Technology, 2022–2031 (USD Million)
Table 16 Global AI in Supply Chain Market for Machine Learning, by Country/Region, 2022–2031 (USD Million)
Table 17 Global AI in Supply Chain Market for Natural Language Processing, by Country/Region, 2022–2031 (USD Million)
Table 18 Global AI in Supply Chain Market for Computer Vision, by Country/Region, 2022–2031 (USD Million)
Table 19 Global AI in Supply Chain Market for Robotic Process Automation, by Country/Region, 2022–2031 (USD Million)
Table 20 Global AI in Supply Chain Market for Context-aware Computing, by Country/Region, 2022–2031 (USD Million)
Table 21 Global AI in Supply Chain Market, by Deployment Mode, 2022–2031 (USD Million)
Table 22 Global AI in Supply Chain Market for Cloud-based Deployments, by Country/Region, 2022–2031 (USD Million)
Table 23 Global AI in Supply Chain Market for On-premise Deployments, by Country/Region, 2022–2031 (USD Million)
Table 24 Global AI in Supply Chain Market, by Application, 2022–2031 (USD Million)
Table 25 Global AI in Supply Chain Market for Demand Forecasting, by Country/Region, 2022–2031 (USD Million)
Table 26 Global AI in Supply Chain Market for Real-time Supply Chain Visibility, by Country/Region, 2022–2031 (USD Million)
Table 27 Global AI in Supply Chain Market for Supply Chain Planning, by Country/Region, 2022–2031 (USD Million)
Table 28 Global AI in Supply Chain Market for Inventory Management, by Country/Region, 2022–2031 (USD Million)
Table 29 Global AI in Supply Chain Market for Fleet Management, by Country/Region, 2022–2031 (USD Million)
Table 30 Global AI in Supply Chain Market for Warehouse Management, by Country/Region, 2022–2031 (USD Million)
Table 31 Global AI in Supply Chain Market for Other Applications, by Country/Region, 2022–2031 (USD Million)
Table 32 Global AI in Supply Chain Market, by End-use Industry, 2022–2031 (USD Million)
Table 33 Global AI in Supply Chain Market for Manufacturing, by Country/Region, 2022–2031 (USD Million)
Table 34 Global AI in Supply Chain Market for Retail, by Country/Region, 2022–2031 (USD Million)
Table 35 Global AI in Supply Chain Market for Food and Beverage, by Country/Region, 2022–2031 (USD Million)
Table 36 Global AI in Supply Chain Market for Automotive, by Country/Region, 2022–2031 (USD Million)
Table 37 Global AI in Supply Chain Market for Healthcare & Pharmaceuticals, by Country/Region, 2022–2031 (USD Million)
Table 38 Global AI in Supply Chain Market for Medical Devices & Consumables, by Country/Region, 2022–2031 (USD Million)
Table 39 Global AI in Supply Chain Market for Aerospace & Defense, by Country/Region, 2022–2031 (USD Million)
Table 40 Global AI in Supply Chain Market for Building & Construction, by Country/Region, 2022–2031 (USD Million)
Table 41 Global AI in Supply Chain Market for Other End-use Industries, by Country/Region, 2022–2031 (USD Million)
Table 42 Global AI in Supply Chain Market, by Country/Region, 2022-2031 (USD Million)
Table 43 Asia-Pacific: AI in Supply Chain Market, by Country/Region, 2022-2031 (USD Million)
Table 44 Asia-Pacific: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 45 Asia-Pacific: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 46 Asia-Pacific: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 47 Asia-Pacific: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 48 Asia-Pacific: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 49 Asia-Pacific: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 50 Asia-Pacific: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 51 China: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 52 China: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 53 China: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 54 China: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 55 China: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 56 China: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 57 China: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 58 Japan: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 59 Japan: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 60 Japan: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 61 Japan: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 62 Japan: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 63 Japan: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 64 Japan: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 65 India: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 66 India: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 67 India: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 68 India: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 69 India: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 70 India: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 71 India: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 72 South Korea: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 73 South Korea: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 74 South Korea: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 75 South Korea: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 76 South Korea: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 77 South Korea: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 78 South Korea: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 79 Singapore: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 80 Singapore: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 81 Singapore: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 82 Singapore: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 83 Singapore: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 84 Singapore: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 85 Singapore: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 86 Rest of Asia-Pacific: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 87 Rest of Asia-Pacific: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 88 Rest of Asia-Pacific: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 89 Rest of Asia-Pacific: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 90 Rest of Asia-Pacific: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 91 Rest of Asia-Pacific: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 92 Rest of Asia-Pacific: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 93 North America: AI in Supply Chain Market, by Country, 2022-2031 (USD Million)
Table 94 North America: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 95 North America: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 96 North America: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 97 North America: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 98 North America.: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 99 North America: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 100 North America: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 101 U.S.: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 102 U.S.: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 103 U.S.: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 104 U.S.: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 105 U.S.: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 106 U.S.: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 107 U.S.: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 108 Canada: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 109 Canada: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 110 Canada: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 111 Canada: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 112 Canada: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 113 Canada: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 114 Canada: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 115 Europe: AI in Supply Chain Market, by Country/Region, 2022-2031 (USD Million)
Table 116 Europe: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 117 Europe: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 118 Europe: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 119 Europe: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 120 Europe: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 121 Europe: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 122 Europe: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 123 U.K.: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 124 U.K.: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 125 U.K.: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 126 U.K.: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 127 U.K.: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 128 U.K.: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 129 U.K.: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 130 Italy: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 131 Italy: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 132 Italy: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 133 Italy: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 134 Italy: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 135 Italy: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 136 Italy: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 137 Germany: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 138 Germany: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 139 Germany: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 140 Germany: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 141 Germany: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 142 Germany: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 143 Germany: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 144 Sweden: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 145 Sweden: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 146 Sweden: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 147 Sweden: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 148 Sweden: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 149 Sweden: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 150 Sweden: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 151 Spain: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 152 Spain: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 153 Spain: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 154 Spain: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 155 Spain: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 156 Spain: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 157 Spain: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 158 France: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 159 France: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 160 France: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 161 France: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 162 France: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 163 France: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 164 France: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 165 Rest of Europe: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 166 Rest of Europe: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 167 Rest of Europe: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 168 Rest of Europe: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 169 Rest of Europe: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 170 Rest of Europe: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 171 Rest of Europe: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 172 Latin America: AI in Supply Chain Market, by Country/Region, 2022-2031 (USD Million)
Table 173 Latin America: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 174 Latin America: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 175 Latin America: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 176 Latin America: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 177 Latin America.: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 178 Latin America: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 179 Latin America: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 180 Mexico: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 181 Mexico: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 182 Mexico: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 183 Mexico: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 184 Mexico: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 185 Mexico: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 186 Mexico: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 187 Brazil: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 188 Brazil: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 189 Brazil: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 190 Brazil: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 191 Brazil: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 192 Brazil: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 193 Brazil: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 194 Rest of Latin America: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 195 Rest of Latin America: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 196 Rest of Latin America: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 197 Rest of Latin America: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 198 Rest of Latin America: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 199 Rest of Latin America: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 200 Rest of Latin America: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 201 Middle East & Africa: AI in Supply Chain Market, by Country/Region, 2022-2031 (USD Million)
Table 202 Middle East & Africa: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 203 Middle East & Africa: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 204 Middle East & Africa: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 205 Middle East & Africa: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 206 Middle East & Africa: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 207 Middle East & Africa: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 208 Middle East & Africa: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 209 Israel: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 210 Israel: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 211 Israel: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 212 Israel: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 213 Israel: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 214 Israel: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 215 Israel: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 216 UAE: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 217 UAE: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 218 UAE: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 219 UAE: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 220 UAE: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 221 UAE: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 222 UAE: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 223 Rest of Middle East & Africa: AI in Supply Chain Market, by Offering, 2022-2031 (USD Million)
Table 224 Rest of Middle East & Africa: AI Hardware in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 225 Rest of Middle East & Africa: AI Services in Supply Chain Market, by Type, 2022-2031 (USD Million)
Table 226 Rest of Middle East & Africa: AI in Supply Chain Market, by Technology, 2022-2031 (USD Million)
Table 227 Rest of Middle East & Africa: AI in Supply Chain Market, by Deployment Mode, 2022-2031 (USD Million)
Table 228 Rest of Middle East & Africa: AI in Supply Chain Market, by Application, 2022-2031 (USD Million)
Table 229 Rest of Middle East & Africa: AI in Supply Chain Market, by End-use Industry, 2022-2031 (USD Million)
Table 231 Top 5 Companies in The AI in Supply Chain Market
List of Figures
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Key Secondary Sources
Figure 5 Primary Research Techniques
Figure 6 Key Executives Interviewed
Figure 7 Breakdown Of Primary Interviews (Supply-side & Demand-side)
Figure 8 Market Sizing And Growth Forecast Approach
Figure 9 Key Insights
Figure 10 AI In Supply Chain Market Size, by Offering, 2024 Vs. 2031 (USD Million)
Figure 11 AI In Supply Chain Market Size, by Technology, 2024 Vs. 2031 (USD Million)
Figure 12 AI In Supply Chain Market Size, by Deployment Mode, 2024 Vs. 2031 (USD Million)
Figure 13 AI In Supply Chain Market Size, by Application, 2024 Vs. 2031 (USD Million)
Figure 14 AI In Supply Chain Market Size, by End-Use Industry, 2024 Vs. 2031 (USD Million)
Figure 15 Geographic Snapshot: Global AI In Supply Chain Market
Figure 16 Impact Analysis Of Market Dynamics
Figure 17 Global AI In Supply Chain Market, by Offering, 2024 Vs. 2031(USD Million)
Figure 18 Global AI In Supply Chain Market, by Technology, 2024 Vs. 2031 (USD Million)
Figure 19 Global AI In Supply Chain Market, by Deployment Mode, 2024 Vs. 2031 (USD Million)
Figure 20 Global AI In Supply Chain Market, by Application, 2024 Vs. 2031 (USD Million)
Figure 21 Global AI In Supply Chain Market, by End-Use Industry, 2024 Vs. 2031 (USD Million)
Figure 22 Global AI In Supply Chain Market, by Geography, 2024-2031 (USD Million)
Figure 23 Asia-Pacific: AI In Supply Chain Market Snapshot
Figure 24 North America: AI In Supply Chain Market Snapshot
Figure 25 Europe: AI In Supply Chain Market Snapshot
Figure 26 Latin America: AI In Supply Chain Market Snapshot
Figure 27 Middle East & Africa: AI In Supply Chain Market Snapshot
Figure 28 Growth Strategies Adopted by Leading Market Players (2020–2024)
Figure 29 Vendor Market Positioning Analysis (2020–2024)
Figure 30 Competitive Dashboard: AI In Supply Chain Market
Figure 31 IBM Corporation: Financial Overview (2023)
Figure 32 SWOT Analysis: IBM Corporation
Figure 33 SAP SE: Financial Overview (2023)
Figure 34 SWOT Analysis: SAP SE
Figure 35 Microsoft Corporation: Financial Overview (2022)
Figure 36 SWOT Analysis: Microsoft Corporation
Figure 37 Alphabet, Inc.: Financial Overview (2023)
Figure 38 SWOT Analysis: Google LLC
Figure 39 Amazon.com, Inc.: Financial Overview (2023)
Figure 40 SWOT Analysis: Amazon Web Services, Inc.
Figure 41 NVIDIA Corporation: Financial Overview (2023)
Figure 42 Oracle Corporation: Financial Overview (2022)
Figure 43 C3.ai, Inc.: Financial Overview (2022)
Figure 44 Intel Corporation: Financial Overview (2023)
Figure 45 Samsung SDS CO., Ltd.: Financial Overview (2023)
Figure 46 Micron Technology, Inc.: Financial Overview (2023)
Figure 47 Advanced Micro Devices, Inc.: Financial Overview (2023)
Figure 48 FedEx Corporation: Financial Overview (2022)
Figure 49 Deutsche Post DHL Group: Financial Overview (2023)
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