Artificial Intelligence (AI) in Supply Chain Market Research Report – Global Forecast till 2030

AI in Supply Chain Market Research Report Information By Component (Software, Network, Hardware, FPGA, GPU, and ASIC), By End-users (Automotive, Retail, and Manufacturing), By Technology (Machine Learning and Natural Language Processing), And By Region (North America, Europe, Asia-Pacific, And Rest Of The World) –Market Forecast Till 2030

ID: MRFR/ICT/5766-HCR | 100 Pages | Author: Ankit Gupta | March 2024         

TABLE OF CONTENTS

1 Executive Summary

2 Scope of the Report

2.1 Market Definition

2.2 Scope of the Study

2.3 Research Objectives

2.4 Markets Structure

3 Research Methodology

4 Market Dynamics

4.1 Market Drivers

4.1.1 Increasing market growth of E-commerce

4.1.2 Increasing growth in big data technology

4.1.3 High demand for advanced solutions for transparency in supply chain process

4.2 Market Restraints

4.2.1 Lack of technical expertise

4.3 Market Opportunities

4.3.1 Increasing adoption of cloud-based software modules by supply chain industry

4.3.2 Rising trend of deploying automation solutions by industries into their operations

4.3.3 Growth in industry 4.0

4.4 Market Challenges

4.4.1 Data privacy

4.4.2 Lack of connected systems in sectors such as retail and logistics

4.5 Value Chain analysis

4.6 Porter’s Five Forces Analysis

4.6.1 Threat of New Entrants

4.6.2 Bargaining Power of Buyers

4.6.3 Threat of Substitutes

4.6.4 Segment Rivalry

4.6.5 Bargaining Power of Suppliers

5 Market Alerts

5.1 Impact Analysis of Emerging Technologies

5.2 Use Cases

5.2.1 Chatbots

5.2.2 Autonomous Vehicles

5.2.3 Supplier Relationship Management

5.3 Government/Industry Norms and Regulations

6 Artificial Intelligence (AI) in Supply Chain Market by Component

6.1 Introduction

6.2 Hardware

6.2.1 Market Estimates & Forecast, 2023-2030

6.2.2 Market Estimates & Forecast by Region, 2023-2030

6.2.3 Processors

6.2.3.1 Market Estimates & Forecast, 2023-2030

6.2.3.2 Market Estimates & Forecast by Region, 2023-2030

6.2.3.3 CPU

6.2.3.3.1 Market Estimates & Forecast, 2023-2030

6.2.3.3.2 Market Estimates & Forecast by Region, 2023-2030

6.2.3.4 GPU

6.2.3.4.1 Market Estimates & Forecast, 2023-2030

6.2.3.4.2 Market Estimates & Forecast by Region, 2023-2030

6.2.3.5 ASICs

6.2.3.5.1 Market Estimates & Forecast, 2023-2030

6.2.3.5.2 Market Estimates & Forecast by Region, 2023-2030

6.2.3.6 FPGA

6.2.3.6.1 Market Estimates & Forecast, 2023-2030

6.2.3.6.2 Market Estimates & Forecast by Region, 2023-2030

6.2.4 Memory

6.2.4.1 Market Estimates & Forecast, 2023-2030

6.2.4.2 Market Estimates & Forecast by Region, 2023-2030

6.2.5 Network

6.2.5.1 Market Estimates & Forecast, 2023-2030

6.2.5.2 Market Estimates & Forecast by Region, 2023-2030

7 Artificial Intelligence (AI) in Supply Chain Market by Technology

7.1 Introduction

7.2 Machine Learning

7.2.1 Market Estimates & Forecast, 2023-2030

7.2.2 Market Estimates & Forecast by Region, 2023-2030

7.3 Natural Language processing (NLP)

7.3.1 Market Estimates & Forecast, 2023-2030

7.3.2 Market Estimates & Forecast by Region, 2023-2030

7.4 Context-aware computing

7.4.1 Market Estimates & Forecast, 2023-2030

7.4.2 Market Estimates & Forecast by Region, 2023-2030

7.5 Computer Vision

7.5.1 Market Estimates & Forecast, 2023-2030

7.5.2 Market Estimates & Forecast by Region, 2023-2030

8 Artificial Intelligence (AI) in Supply Chain Market by Deployment

8.1 Introduction

8.2 On-premise

8.2.1 Market Estimates & Forecast, 2023-2030

8.2.2 Market Estimates & Forecast by Region, 2023-2030

8.3 On-cloud

8.3.1 Market Estimates & Forecast, 2023-2030

8.3.2 Market Estimates & Forecast by Region, 2023-2030

8.4 Hybrid

8.4.1 Market Estimates & Forecast, 2023-2030

8.4.2 Market Estimates & Forecast by Region, 2023-2030

9 Artificial Intelligence (AI) in Supply Chain Market by Applications

9.1 Introduction

9.2 Fleet management

9.2.1 Market Estimates & Forecast, 2023-2030

9.2.2 Market Estimates & Forecast by Region, 2023-2030

9.3 Warehouse management

9.3.1 Market Estimates & Forecast, 2023-2030

9.3.2 Market Estimates & Forecast by Region, 2023-2030

9.4 Supply chain planning

9.4.1 Market Estimates & Forecast, 2023-2030

9.4.2 Market Estimates & Forecast by Region, 2023-2030

9.5 Logistics & shipping

9.5.1 Market Estimates & Forecast, 2023-2030

9.5.2 Market Estimates & Forecast by Region, 2023-2030

9.6 Supplier relationship management

9.6.1 Market Estimates & Forecast, 2023-2030

9.6.2 Market Estimates & Forecast by Region, 2023-2030

9.7 Risk management

9.7.1 Market Estimates & Forecast, 2023-2030

9.7.2 Market Estimates & Forecast by Region, 2023-2030

9.8 Others

9.8.1 Market Estimates & Forecast, 2023-2030

9.8.2 Market Estimates & Forecast by Region, 2023-2030

10 Artificial Intelligence (AI) in Supply Chain Market by Vertical

10.1 Introduction

10.2 Aerospace

10.2.1 Market Estimates & Forecast, 2023-2030

10.2.2 Market Estimates & Forecast by Region, 2023-2030

10.3 Automotive

10.3.1 Market Estimates & Forecast, 2023-2030

10.3.2 Market Estimates & Forecast by Region, 2023-2030

10.4 Retail

10.4.1 Market Estimates & Forecast, 2023-2030

10.4.2 Market Estimates & Forecast by Region, 2023-2030

10.5 Manufacturing

10.5.1 Market Estimates & Forecast, 2023-2030

10.5.2 Market Estimates & Forecast by Region, 2023-2030

10.6 Food & beverage

10.6.1 Market Estimates & Forecast, 2023-2030

10.6.2 Market Estimates & Forecast by Region, 2023-2030

10.7 Consumer electronics

10.7.1 Market Estimates & Forecast, 2023-2030

10.7.2 Market Estimates & Forecast by Region, 2023-2030

10.8 Others

10.8.1 Market Estimates & Forecast, 2023-2030

10.8.2 Market Estimates & Forecast by Region, 2023-2030

11 Artificial Intelligence (AI) in Supply Chain Market by Region

11.1 Introduction

11.2 North America

11.2.1 Market Estimates & Forecast by Country, 2023-2030

11.2.2 Market Estimates & Forecast by Component, 2023-2030

11.2.3 Market Estimates & Forecast by Technology, 2023-2030

11.2.4 Market Estimates & Forecast by Deployment, 2023-2030

11.2.5 Market Estimates & Forecast by Applications, 2023-2030

11.2.6 Market Estimates & Forecast by End-Users, 2023-2030

11.2.7 US

11.2.7.1 Market Estimates & Forecast by Component, 2023-2030

11.2.7.2 Market Estimates & Forecast by Technology, 2023-2030

11.2.7.3 Market Estimates & Forecast by Deployment, 2023-2030

11.2.7.4 Market Estimates & Forecast by Applications, 2023-2030

11.2.7.5 Market Estimates & Forecast by End-Users, 2023-2030

11.2.8 Mexico

11.2.8.1 Market Estimates & Forecast by Component, 2023-2030

11.2.8.2 Market Estimates & Forecast by Technology, 2023-2030

11.2.8.3 Market Estimates & Forecast by Deployment, 2023-2030

11.2.8.4 Market Estimates & Forecast by Applications, 2023-2030

11.2.8.5 Market Estimates & Forecast by End-Users, 2023-2030

11.2.9 Canada

11.2.9.1 Market Estimates & Forecast by Component, 2023-2030

11.2.9.2 Market Estimates & Forecast by Technology, 2023-2030

11.2.9.3 Market Estimates & Forecast by Deployment, 2023-2030

11.2.9.4 Market Estimates & Forecast by Applications, 2023-2030

11.2.9.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3 Europe

11.3.1 Market Estimates & Forecast by Country, 2023-2030

11.3.2 Market Estimates & Forecast by Component, 2023-2030

11.3.3 Market Estimates & Forecast by Technology, 2023-2030

11.3.4 Market Estimates & Forecast by Deployment, 2023-2030

11.3.5 Market Estimates & Forecast by Applications, 2023-2030

11.3.6 Market Estimates & Forecast by End-Users, 2023-2030

11.3.7 Germany

11.3.7.1 Market Estimates & Forecast by Component, 2023-2030

11.3.7.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.7.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.7.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.7.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3.8 France

11.3.8.1 Market Estimates & Forecast by Component, 2023-2030

11.3.8.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.8.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.8.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.8.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3.9 Italy

11.3.9.1 Market Estimates & Forecast by Component, 2023-2030

11.3.9.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.9.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.9.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.9.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3.10 Spain

11.3.10.1 Market Estimates & Forecast by Component, 2023-2030

11.3.10.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.10.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.10.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.10.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3.11 UK

11.3.11.1 Market Estimates & Forecast by Component, 2023-2030

11.3.11.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.11.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.11.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.11.5 Market Estimates & Forecast by End-Users, 2023-2030

11.3.12 Rest of Europe

11.3.12.1 Market Estimates & Forecast by Component, 2023-2030

11.3.12.2 Market Estimates & Forecast by Technology, 2023-2030

11.3.12.3 Market Estimates & Forecast by Deployment, 2023-2030

11.3.12.4 Market Estimates & Forecast by Applications, 2023-2030

11.3.12.5 Market Estimates & Forecast by End-Users, 2023-2030

11.4 Asia-Pacific

11.4.1 Market Estimates & Forecast by Country, 2023-2030

11.4.2 Market Estimates & Forecast by Component, 2023-2030

11.4.3 Market Estimates & Forecast by Technology, 2023-2030

11.4.4 Market Estimates & Forecast by Deployment, 2023-2030

11.4.5 Market Estimates & Forecast by Applications, 2023-2030

11.4.6 Market Estimates & Forecast by End-Users, 2023-2030

11.4.7 China

11.4.7.1 Market Estimates & Forecast by Component, 2023-2030

11.4.7.2 Market Estimates & Forecast by Technology, 2023-2030

11.4.7.3 Market Estimates & Forecast by Deployment, 2023-2030

11.4.7.4 Market Estimates & Forecast by Applications, 2023-2030

11.4.7.5 Market Estimates & Forecast by End-Users, 2023-2030

11.4.8 India

11.4.8.1 Market Estimates & Forecast by Component, 2023-2030

11.4.8.2 Market Estimates & Forecast by Technology, 2023-2030

11.4.8.3 Market Estimates & Forecast by Deployment, 2023-2030

11.4.8.4 Market Estimates & Forecast by Applications, 2023-2030

11.4.8.5 Market Estimates & Forecast by End-Users, 2023-2030

11.4.9 Japan

11.4.9.1 Market Estimates & Forecast by Component, 2023-2030

11.4.9.2 Market Estimates & Forecast by Technology, 2023-2030

11.4.9.3 Market Estimates & Forecast by Deployment, 2023-2030

11.4.9.4 Market Estimates & Forecast by Applications, 2023-2030

11.4.9.5 Market Estimates & Forecast by End-Users, 2023-2030

11.4.10 Singapore

11.4.10.1 Market Estimates & Forecast by Component, 2023-2030

11.4.10.2 Market Estimates & Forecast by Technology, 2023-2030

11.4.10.3 Market Estimates & Forecast by Deployment, 2023-2030

11.4.10.4 Market Estimates & Forecast by Applications, 2023-2030

11.4.10.5 Market Estimates & Forecast by End-Users, 2023-2030

11.4.11 Rest of Asia-Pacific

11.4.11.1 Market Estimates & Forecast by Component, 2023-2030

11.4.11.2 Market Estimates & Forecast by Technology, 2023-2030

11.4.11.3 Market Estimates & Forecast by Deployment, 2023-2030

11.4.11.4 Market Estimates & Forecast by Applications, 2023-2030

11.4.11.5 Market Estimates & Forecast by End-Users, 2023-2030

11.5 Rest of the World

11.5.1 Market Estimates & Forecast by Country, 2023-2030

11.5.2 Market Estimates & Forecast by Component, 2023-2030

11.5.3 Market Estimates & Forecast by Technology, 2023-2030

11.5.4 Market Estimates & Forecast by Deployment, 2023-2030

11.5.5 Market Estimates & Forecast by Applications, 2023-2030

11.5.6 Market Estimates & Forecast by End-Users, 2023-2030

11.5.7 Middle East & Africa

11.5.7.1 Market Estimates & Forecast by Component, 2023-2030

11.5.7.2 Market Estimates & Forecast by Technology, 2023-2030

11.5.7.3 Market Estimates & Forecast by Deployment, 2023-2030

11.5.7.4 Market Estimates & Forecast by Applications, 2023-2030

11.5.7.5 Market Estimates & Forecast by End-Users, 2023-2030

11.5.8 South America

11.5.8.1 Market Estimates & Forecast by Component, 2023-2030

11.5.8.2 Market Estimates & Forecast by Technology, 2023-2030

11.5.8.3 Market Estimates & Forecast by Deployment, 2023-2030

11.5.8.4 Market Estimates & Forecast by Applications, 2023-2030

11.5.8.5 Market Estimates & Forecast by End-Users, 2023-2030

12 Competitive Landscape

12.1 Key Players Market Share Analysis, 2020/2020 (%)

12.2 Competitive Benchmarking

12.3 Key Developments Analysis, 2020/2020

12.3.1 Mergers & Acquisition

12.3.2 Product Developments

12.3.3 Business Expansion

12.3.4 Partnerships & Collaborations

12.3.5 Agreements

13 Company Profiles

13.1 Nvidia Corporation

13.1.1 Company Overview

13.1.2 Product/Business Segment Overview

13.1.3 Financial Updates

13.1.4 Key Developments

13.1.5 SWOT Analysis

13.1.6 Key Strategy

13.2 IBM corporation

13.2.1 Company Overview

13.2.2 Product/Business Segment Overview

13.2.3 Financial Updates

13.2.4 Key Developments

13.2.5 SWOT Analysis

13.2.6 Key Strategy

13.3 Intel Corporation

13.3.1 Company Overview

13.3.2 Product/Business Segment Overview

13.3.3 Financial Updates

13.3.4 Key Developments

13.3.5 SWOT Analysis

13.3.6 Key Strategy

13.4 Xilinx, Inc.

13.4.1 Company Overview

13.4.2 Product/Business Segment Overview

13.4.3 Financial Updates

13.4.4 Key Developments

13.4.5 SWOT Analysis

13.4.6 Key Strategy

13.5 Samsung Electronics

13.5.1 Company Overview

13.5.2 Product/Business Segment Overview

13.5.3 Financial Updates

13.5.4 Key Developments

13.5.5 SWOT Analysis

13.5.6 Key Strategy

13.6 Microsoft Corporation

13.6.1 Company Overview

13.6.2 Product/Business Segment Overview

13.6.3 Financial Updates

13.6.4 Key Developments

13.6.5 SWOT Analysis

13.6.6 Key Strategy

13.7 Micron Technology

13.7.1 Company Overview

13.7.2 Product/Business Segment Overview

13.7.3 Financial Updates

13.7.4 Key Developments

13.7.5 SWOT Analysis

13.7.6 Key Strategy

13.8 SAP SE

13.8.1 Company Overview

13.8.2 Product/Business Segment Overview

13.8.3 Financial Updates

13.8.4 Key Developments

13.8.5 SWOT Analysis

13.8.6 Key Strategy

13.9 Oracle Corporation

13.9.1 Company Overview

13.9.2 Product/Business Segment Overview

13.9.3 Financial Updates

13.9.4 Key Developments

13.9.5 SWOT Analysis

13.9.6 Key Strategy

13.10 Logility, Inc.

13.10.1 Company Overview

13.10.2 Product/Business Segment Overview

13.10.3 Financial Updates

13.10.4 Key Developments

13.10.5 SWOT Analysis

13.10.6 Key Strategy

13.11 Amazon

13.11.1 Company Overview

13.11.2 Product/Business Segment Overview

13.11.3 Financial Updates

13.11.4 Key Developments

13.11.5 SWOT Analysis

13.11.6 Key Strategy

13.12 LLamasoft, Inc

13.12.1 Company Overview

13.12.2 Product/Business Segment Overview

13.12.3 Financial Updates

13.12.4 Key Developments

13.12.5 SWOT Analysis

13.12.6 Key Strategy

14 Conclusion/Recommendations

LIST OF TABLES

Table 1 Artificial Intelligence (AI) in Supply Chain Market, by Region, 2023-2030

Table 2 North America: Artificial Intelligence (AI) in Supply Chain Market, by Country, 2023-2030

Table 3 Europe: Artificial Intelligence (AI) in Supply Chain Market, by Country, 2023-2030

Table 4 Asia-Pacific: Artificial Intelligence (AI) in Supply Chain Market, by Country, 2023-2030

Table 5 Rest of the World: Artificial Intelligence (AI) in Supply Chain Market, by Country, 2023-2030

Table 6 North America: Casino Management System Component Market, by Country, 2023-2030

Table 7 Europe: Casino Management System Component Market, by Country, 2023-2030

Table 8 Asia-Pacific: Casino Management System Component Market, by Country, 2023-2030

Table 9 Rest of the World: Casino Management System Component Market, by Country, 2023-2030

Table 10 Global Casino Management System Component Market, by Region, 2023-2030

Table 11 North America: Casino Management System Component Market, by Country, 2023-2030

Table 12 Europe: Casino Management System Component Market, by Country, 2023-2030

Table 13 Asia-Pacific: Casino Management System Component Market, by Country, 2023-2030

Table 14 Rest of the World: Casino Management System Component Market, by Country, 2023-2030

Table 15 Global Casino Management System Applications Market, by Region, 2023-2030

Table 16 North America: Casino Management System Applications Market, by Country, 2023-2030

Table 17 Europe: Casino Management System Applications Market, by Country, 2023-2030

Table 18 Asia-Pacific: Casino Management System Applications Market, by Country, 2023-2030

Table 19 Rest of the World: Casino Management System Applications Market, by Country, 2023-2030

LIST OF FIGURES

FIGURE 1 Global Artificial Intelligence (AI) in Supply Chain Market Segmentation

FIGURE 2 Forecast Methodology

FIGURE 3 Porter’s Five Forces Analysis of Global Artificial Intelligence (AI) in Supply Chain Market

FIGURE 4 Value Chain/supply chain of Global Artificial Intelligence (AI) in Supply Chain Market

FIGURE 5 Share of Global Artificial Intelligence (AI) in Supply Chain Market in 2020, by Country (in %)

FIGURE 6 Global Artificial Intelligence (AI) in Supply Chain Market, 2023-2030

FIGURE 7 Sub-segments of Component

FIGURE 8 Global Artificial Intelligence (AI) in Supply Chain Market Size, by Component, 2020

FIGURE 9 Share of Global Artificial Intelligence (AI) in Supply Chain Market, by Component, 2020 to 2027

FIGURE 10 Global Artificial Intelligence (AI) in Supply Chain Market Size, by Component, 2020

FIGURE 11 Share of Global Artificial Intelligence (AI) in Supply Chain Market, by Component, 2020 to 2027

FIGURE 12 Global Artificial Intelligence (AI) in Supply Chain Market Size, by Applications, 2020

FIGURE 13 Share of Global Artificial Intelligence (AI) in Supply Chain Market, by Applications, 2020 to 2027

AI in Supply Chain Market Segmentation


AI in Supply Chain Component Outlook (USD Billion, 2019-2030)




  • Software




  • Network




  • Hardware




  • FPGA




  • GPU




  • ASIC




AI in Supply Chain End-users Outlook (USD Billion, 2019-2030)




  • Automotive




  • Retail




  • Manufacturing




AI in Supply Chain Technology Outlook (USD Billion, 2019-2030)




  • Machine Learning




  • Natural Language Processing




AI in Supply Chain Regional Outlook (USD Billion, 2019-2030)




  • North America Outlook (USD Billion, 2019-2030)




    • North America AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • North America AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • North America AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • US Outlook (USD Billion, 2019-2030)




    • US AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • US AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • US AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • CANADA Outlook (USD Billion, 2019-2030)




    • CANADA AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • CANADA AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • CANADA AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing








  • Europe Outlook (USD Billion, 2019-2030)




    • Europe AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Europe AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Europe AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Germany Outlook (USD Billion, 2019-2030)




    • Germany AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Germany AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Germany AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • France Outlook (USD Billion, 2019-2030)




    • France AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • France AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • France AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • UK Outlook (USD Billion, 2019-2030)




    • UK AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • UK AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • UK AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • ITALY Outlook (USD Billion, 2019-2030)




    • ITALY AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • ITALY AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • ITALY AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • SPAIN Outlook (USD Billion, 2019-2030)




    • Spain AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Spain AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Spain AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Rest of Europe Outlook (USD Billion, 2019-2030)




    • Rest of Europe AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • REST OF EUROPE AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • REST OF EUROPE AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing








  • Asia-Pacific Outlook (USD Billion, 2019-2030)




    • Asia-Pacific AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Asia-Pacific AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Asia-Pacific AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • China Outlook (USD Billion, 2019-2030)




    • China AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • China AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • China AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Japan Outlook (USD Billion, 2019-2030)




    • Japan AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Japan AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Japan AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • India Outlook (USD Billion, 2019-2030)




    • India AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • India AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • India AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Australia Outlook (USD Billion, 2019-2030)




    • Australia AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Australia AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Australia AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Rest of Asia-Pacific Outlook (USD Billion, 2019-2030)




    • Rest of Asia-Pacific AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Rest of Asia-Pacific AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Rest of Asia-Pacific AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing








  • Rest of the World Outlook (USD Billion, 2019-2030)




    • Rest of the World AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Rest of the World AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Rest of the World AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Middle East Outlook (USD Billion, 2019-2030)




    • Middle East AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Middle East AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Middle East AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Africa Outlook (USD Billion, 2019-2030)




    • Africa AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Africa AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Africa AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing






    • Latin America Outlook (USD Billion, 2019-2030)




    • Latin America AI in Supply Chain by Component




      • Software




      • Network




      • Hardware




      • FPGA




      • GPU




      • ASIC






    • Latin America AI in Supply Chain by End-users




      • Automotive




      • Retail




      • Manufacturing






    • Latin America AI in Supply Chain by Technology




      • Machine Learning




      • Natural Language Processing







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