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세계의 공급망용 인공지능(AI) 시장 : 구성요소, 기술, 용도, 최종사용자별 - 예측(-2027년)

Artificial Intelligence in Supply Chain Market by Component (Platforms, Solutions) Technology (Machine Learning, Computer Vision, Natural Language Processing), Application, and by End User - Global Forecast to 2027

리서치사 Meticulous Market Research Pvt. Ltd.
발행일 2020년 03월 상품 코드 931061
페이지 정보 영문 210 Pages
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세계의 공급망용 인공지능(AI) 시장 : 구성요소, 기술, 용도, 최종사용자별 - 예측(-2027년) Artificial Intelligence in Supply Chain Market by Component (Platforms, Solutions) Technology (Machine Learning, Computer Vision, Natural Language Processing), Application, and by End User - Global Forecast to 2027
발행일 : 2020년 03월 페이지 정보 : 영문 210 Pages

세계의 공급망용 인공지능(AI) 시장은 2019-2027년간 45.3%의 연평균 복합 성장률(CAGR)을 나타내고, 시장 규모는 2027년까지 218억 달러에 달할 것으로 예측됩니다. 인공지능(AI)과 빅데이터 분석에 대한 관심 증대, 자율/반자율 애플리케이션에서의 컴퓨터 비전 구현 확대, 공급망 업계에서의 일관된 기술 진보, AI 기반 업무 자동화 솔루션 수요 증가 등이 시장 성장을 촉진하는 주요인입니다.

세계의 공급망용 인공지능(AI) 시장을 조사했으며, 시장 개요, 구성요소·기술·용도·최종사용자·지역별 시장 규모 추이 및 예측, 시장 성장 촉진요인 및 저해요인 분석, 시장 기회, 과제, 경쟁 상황, 주요 기업 프로파일 등의 종합적인 정보를 전해드립니다.

목차

제1장 서론

  • 시장 정의
  • 시장 생태계
  • 통화 및 제한
  • 주요 이해관계자

제2장 조사 방법

  • 조사 과정
  • 데이터 수집 및 검증
    • 시장 평가
      • 시장 규모 추정
      • 시장 점유율 분석
    • 조사의 전제조건
    • 조사의 제한

제3장 개요

  • 시장 개요
  • 시장 분석 : 구성요소별
  • 시장 분석 : 기술별
  • 시장 분석 : 용도별
  • 시장 분석 : 최종사용자별
  • 시장 분석 : 지역별
  • 경쟁 분석

제4장 시장 인사이트

  • 서론
  • 시장 역학
    • 성장 촉진요인
    • 성장 저해요인
    • 시장 기회
    • 과제
    • 동향

제5장 세계의 공급망용 인공지능(AI) 시장 : 구성요소별

  • 서론
  • 소프트웨어
    • AI 플랫폼
    • AI 솔루션
  • 서비스
    • 구현 및 통합
    • 지원 및 유지관리
  • 하드웨어
    • 네트워킹
    • 저장장치
    • 프로세서

제6장 세계의 공급망용 인공지능(AI) 시장 : 기술별

  • 서론
  • 머신러닝
  • 자연언어처리(NLP)
  • 컴퓨터 비전
  • 상황 인식 컴퓨팅

제7장 세계의 공급망용 인공지능(AI) 시장 : 용도별

  • 서론
  • 공급망 계획
  • 가상비서
  • 위험 관리
  • 재고 관리
  • 창고 관리
  • 플릿 관리
  • 계획 및 물류

제8장 세계의 공급망용 인공지능(AI) 시장 : 최종사용자별

  • 서론
  • 소매
  • 제조
  • 자동차
  • 항공우주
  • 식품 및 음료
  • 일용 소비재
  • 헬스케어

제9장 세계의 공급망용 인공지능(AI) 시장 : 지역별

  • 서론
  • 북미
    • 미국
    • 캐나다
  • 유럽
    • 독일
    • 프랑스
    • 영국
    • 이탈리아
    • 스페인
    • 기타
  • 아시아태평양
    • 일본
    • 중국
    • 인도
    • 기타
  • 라틴아메리카
  • 중동 및 아프리카

제10장 경쟁 상황

  • 주요 성장 전략
  • 주요 동향
  • 시장 점유율 분석
  • 경쟁 벤치마킹

제11장 기업 개요

  • Intel Corporation
  • Amazon.Com, Inc.
  • Google LLC
  • Microsoft Corporation
  • Nvidia Corporation
  • Oracle Corporation
  • IBM Corporation
  • Samsung
  • Llamasoft, Inc.
  • Sap SE
  • General Electric Company
  • Deutsche Post DHL Group
  • Xilinx, Inc.
  • Micron Technology, Inc.
  • FedEx Corporation
  • Clearmetal, Inc.
  • Dassault Systemes SE
  • JDA Software Group, Inc.

제12장 부록

LSH 20.04.29

List of Figures

  • Figure 1 Research Process
  • Figure 2 Key Secondary Sources
  • Figure 3 Primary Research Techniques
  • Figure 4 Key Executives Interviewed
  • Figure 5 Breakdown of Primary Interviews (Supply Side & Demand Side)
  • Figure 6 Market Sizing and Growth Forecast Approach
  • Figure 7 Artificial Intelligence in Supply Chain Market, by Component, 2019 Vs. 2027 ($Million)
  • Figure 8 Artificial Intelligence in Supply Chain Market by Technology, Growth Rate (CAGR)
  • Figure 9 Artificial Intelligence in Supply Chain Market, by Application, 2019 Vs. 2027 ($Million)
  • Figure 10 Artificial Intelligence in Supply Chain Market, by End User, 2019 Vs. 2027 ($Million)
  • Figure 11 Geographic Snapshot: Artificial Intelligence in Supply Chain Market
  • Figure 12 Global AI in Supply Chain Market Size, by Component, 2019-2027 ($Million)
  • Figure 13 Global AI in Supply Chain Market Size, by Technology, 2019-2027 ($Million)
  • Figure 14 Global AI in Supply Chain Market Size, by Application, 2019-2027 ($Million)
  • Figure 15 Global AI in Supply Chain Market Size, by End User, 2019-2027 ($Million)
  • Figure 16 Global AI in Supply Chain Market Size, by Region, 2019-2027 ($Million)
  • Figure 17 Growth Strategies Adopted by the Key Players
  • Figure 18 Global Artificial Intelligence in Supply Chain Market Share, by Key Players, 2018
  • Figure 19 Artificial Intelligence in Supply Chain: Competitive Benchmarking
  • Figure 20 Intel Corporation: Financial Overview (2016-2018)
  • Figure 21 Amazon.Com, Inc.: Financial Overview (2016-2018)
  • Figure 22 Google LLC: Financial Overview (2016-2018)
  • Figure 23 Microsoft Corporation: Financial Overview (2016-2018)
  • Figure 24 Nvidia Corporation: Financial Overview (2017-2019)
  • Figure 25 Oracle: Financial Overview (2017-2019)
  • Figure 26 IBM Corporation: Financial Overview (2016-2018)
  • Figure 27 Samsung: Financial Overview (2016-2018)
  • Figure 28 Sap SE: Financial Overview (2016-2018)
  • Figure 29 General Electric Company: Financial Overview (2016-2018)
  • Figure 30 Deutsche Post DHL Group: Financial Overview (2016-2018)
  • Figure 31 Xilinx, Inc.: Financial Overview (2016-2018)
  • Figure 32 Micron Technology, Inc.: Financial Overview (2016-2018)
  • Figure 33 FedEx: Financial Overview (2017-2019)
  • Figure 34 Dassault Systemes SE: Financial Overview (2017-2019)

Artificial Intelligence in Supply Chain Market by Component (Platforms, Solutions) Technology (Machine Learning, Computer Vision, Natural Language Processing), Application (Warehouse, Fleet, Inventory Management), and by End User - Global Forecast to 2027

The artificial intelligence in supply chain market is expected to grow at a CAGR of 45.3% from 2019 to 2027 to reach $21.8 billion by 2027.

Succeeding an extensive secondary and primary research and in-depth analysis of the market scenario, the report carries out an impact analysis of the key industry drivers, restraints, challenges, and opportunities. Adoption of artificial intelligence in the supply chain allows industries to track their operations, enhance supply chain management productivity, augment business strategies, and engage with customers in the digital world. The growth of artificial intelligence in supply chain market is driven by several factors such as raising awareness of artificial intelligence and big data & analytics and widening implementation of computer vision in both autonomous & semi-autonomous applications. Moreover, the factors such as consistent technological advancements in the supply chain industry, rising demand for AI-based business automation solutions, and evolving supply chain automation are also contributing to the market growth.

The overall AI in supply chain market is segmented by component (hardware, software, and services), by technology (machine learning, computer vision, natural language processing, cognitive computing, and context-aware computing), by application (supply chain planning, warehouse management, fleet management, virtual assistant, risk management, inventory management, and planning & logistics), and by end-user (manufacturing, food and beverages, healthcare, automotive, aerospace, retail, and consumer-packaged goods), and geography.

Based on technology, the machine learning segment accounted for the largest share of the overall artificial intelligence in supply chain market in 2019, driven by the growing demand for AI-based intelligent solutions; increasing government initiatives; and the ability of AI solutions to efficiently handle and analyze big data and quickly scan, parse, and react to anomalies. However, the computer vision technology segment is slated to grow at the fastest CAGR during the forecast period, due to growing implementation of computer vision across several end-use industries for monitoring operations, spotting suspicious behavior, and preventing thefts.

Based on application, the supply chain planning segment accounted for the largest share of the overall AI in supply chain market in 2019, and is also expected to witness high growth during the forecast period, mainly due to the growing demand for enhancing factory scheduling & production planning and the evolving agility and optimization of supply chain decision-making.

An in-depth analysis of the geographic scenario of the market provides detailed qualitative and quantitative insights about the five regions including North America, Europe, Asia Pacific, Latin America, and the Middle East and Africa. In 2019, North America commanded the largest share of the global artificial intelligence in supply chain market, followed by Europe and Asia Pacific. The large share of this region is mainly attributed to its open-minded approach towards smart technologies & high technology adoption rate and the presence of developed economies focusing on enhancing the existing solutions in the supply chain space. However, the factors such as growing proliferation of the Internet of Things (IoT), growing adoption of AI-based solutions and services among supply chain operations, and government initiatives to increase digitalization are helping Asia Pacific to register the fastest growth in the overall artificial intelligence in supply chain market.

Some of the key players operating in global artificial intelligence in supply chain market are Intel Corporation (U.S.), Amazon.com, Inc. (U.S.), Google LLC (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), Samsung (South Korea), LLamasoft, Inc. (U.S.), SAP SE (Germany), General Electric (U.S.), Deutsche Post DHL Group (Germany), Xilinx, Inc. (U.S.), Micron Technology, Inc. (U.S.), FedEx Corporation (U.S.), ClearMetal, Inc. (U.S.), Dassault Systemes (France), and JDA Software Group, Inc. (U.S.) along with several local and regional players.

Scope of the Report:

Market by Component

  • Software
    • AI Platforms
    • AI Solutions
  • Services
    • Deployment & Integration
    • Support & Maintenance
  • Hardware
    • Processors
    • Networking
    • Memory

Market by Technology

  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Context-Aware Computing

Market by Learning Application

  • Supply Chain Planning
  • Warehouse Management
  • Fleet Management
  • Virtual Assistant
  • Risk Management
  • Inventory Management
  • Planning & Logistics

Market by End-User

  • Manufacturing
  • Food & Beverages
  • Healthcare
  • Automotive
  • Aerospace
  • Retail
  • Consumer-Packaged Goods

Market by Geography:

  • North America
    • U.S.
    • Canada
  • Europe
    • U.K.
    • Germany
    • France
    • Italy
    • Spain
    • Rest of Europe
  • Asia-Pacific
    • China
    • India
    • Japan
    • Rest of Asia-Pacific
  • Latin America
  • Middle East & Africa

Table of Contents

1. Introduction

  • 1.1. Market Definition
  • 1.2. Market Ecosystem
  • 1.3. Currency and Limitations
    • 1.3.1. Currency
    • 1.3.2. Limitations
  • 1.4. Key Stakeholders

2. Research Methodology

  • 2.1. Research Approach
  • 2.2. Data Collection & Validation
    • 2.2.1. Secondary Research
    • 2.2.2. Primary Research
  • 2.3. Market Assessment
    • 2.3.1. Market Size Estimation
    • 2.3.2. Bottom-Up Approach
    • 2.3.3. Top-Down Approach
    • 2.3.4. Growth Forecast
  • 2.4. Assumptions for the Study

3. Executive Summary

  • 3.1. Overview
  • 3.2. Market Analysis, by Component
  • 3.3. Market Analysis, by Technology
  • 3.4. Market Analysis, by Application
  • 3.5. Market Analysis, by End User
  • 3.6. Market Analysis, by Geography
  • 3.7. Competitive Analysis

4. Market Insights

  • 4.1. Introduction
  • 4.2. Market Dynamics
    • 4.2.1. Drivers
      • 4.2.1.1. Rising Awareness of Artificial Intelligence and Big Data & Analytics
      • 4.2.1.2. Widening Implementation of Computer Vision in both Autonomous & Semi-Autonomous Applications
    • 4.2.2. Restraints
      • 4.2.2.1. High Procurement and Operating Cost
      • 4.2.2.2. Lack of Infrastructure
    • 4.2.3. Opportunities
      • 4.2.3.1. Growing Demand for AI -Based Business Automation Solutions
      • 4.2.3.2. Evolving Supply Chain Automation
    • 4.2.4. Challenges
      • 4.2.4.1. Data Integration from Multiple Resources
      • 4.2.4.2. Concerns Over Data Privacy
    • 4.2.5. Trends
      • 4.2.5.1. Rising Adoption of 5g Technology
      • 4.2.5.2. Rising Demand for Cloud-Based Supply Chain Solutions

5. Artificial Intelligence in Supply Chain Market, by Component

  • 5.1. Introduction
  • 5.2. Software
    • 5.2.1. AI Platforms
    • 5.2.2. AI Solutions
  • 5.3. Services
    • 5.3.1. Deployment & Integration
    • 5.3.2. Support & Maintenance
  • 5.4. Hardware
    • 5.4.1. Networking
    • 5.4.2. Memory
    • 5.4.3. Processors

6. Artificial Intelligence in Supply Chain Market, by Technology

  • 6.1. Introduction
  • 6.2. Machine Learning
  • 6.3. Natural Language Processing (NLP)
  • 6.4. Computer Vision
  • 6.5. Context-Aware Computing

7. Artificial Intelligence in Supply Chain Market, by Application

  • 7.1. Introduction
  • 7.2. Supply Chain Planning
  • 7.3. Virtual Assistant
  • 7.4. Risk Management
  • 7.5. Inventory Management
  • 7.6. Warehouse Management
  • 7.7. Fleet Management
  • 7.8. Planning & Logistics

8. Artificial Intelligence in Supply Chain Market, by End User

  • 8.1. Introduction
  • 8.2. Retail Sector
  • 8.3. Manufacturing Sector
  • 8.4. Automotive Sector
  • 8.5. Aerospace Sector
  • 8.6. Food & Beverage Sector
  • 8.7. Consumer Packaged Goods Sector
  • 8.8. Healthcare Sector

9. Global Artificial Intelligence in Supply Chain Market, by Geography

  • 9.1. Introduction
  • 9.2. North America
    • 9.2.1. U.S.
    • 9.2.2. Canada
  • 9.3. Europe
    • 9.3.1. Germany
    • 9.3.2. U.K.
    • 9.3.3. France
    • 9.3.4. Spain
    • 9.3.5. Italy
    • 9.3.6. Rest of Europe
  • 9.4. Asia-Pacific
    • 9.4.1. China
    • 9.4.2. Japan
    • 9.4.3. India
    • 9.4.4. Rest of Asia-Pacific
  • 9.5. Latin America
  • 9.6. Middle East & Africa

10. Competitive Landscape

  • 10.1. Key Growth Strategies
  • 10.2. Competitive Developments
    • 10.2.1. New Product Launches and Upgradations
    • 10.2.2. Mergers and Acquisitions
    • 10.2.3. Partnerships, Agreements, & Collaborations
    • 10.2.4. Expansions
  • 10.3. Market Share Analysis
  • 10.4. Competitive Benchmarking

11. Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Developments)

  • 11.1. Intel Corporation
  • 11.2. Amazon.Com, Inc.
  • 11.3. Google LLC
  • 11.4. Microsoft Corporation
  • 11.5. Nvidia Corporation
  • 11.6. Oracle Corporation
  • 11.7. IBM Corporation
  • 11.8. Samsung
  • 11.9. Llamasoft, Inc.
  • 11.10. Sap SE
  • 11.11. General Electric Company
  • 11.12. Deutsche Post DHL Group
  • 11.13. Xilinx, Inc.
  • 11.14. Micron Technology, Inc.
  • 11.15. FedEx Corporation
  • 11.16. Clearmetal, Inc.
  • 11.17. Dassault Systemes SE
  • 11.18. JDA Software Group, Inc.

12. Appendix

  • 12.1. Questionnaire
  • 12.2. Available Customization

List Of Tables

  • Table 1 Currency Conversion Rate into USD, 2016-2019
  • Table 2 Global AI in Supply Chain Market Size, by Component, 2019-2027 ($Million)
  • Table 3 Global AI Software in Supply Chain Market Size, by Type, 2017-2027 ($Million)
  • Table 4 Global AI Software in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 5 Global AI Platforms in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 6 Global AI Solutions in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 7 Global AI Services in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 8 Global AI Deployment & Integration Services in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 9 Global AI Support & Maintenance Services in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 10 Global AI Hardware in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 11 Global AI Hardware in Supply Chain Market Size for Networking, by Country/Region, 2017-2027 ($Million)
  • Table 12 Global AI Hardware in Supply Chain Market Size for Memory, by Country/Region, 2017-2027 ($Million)
  • Table 13 Global AI Processors in Supply Chain Market Size, by Country/Region, 2017-2027 ($Million)
  • Table 14 Global AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 15 Global AI in Supply Chain Market Size for Machine Learning, by Country/Region, 2017-2027 ($Million)
  • Table 16 Global AI in Supply Chain Market Size for Natural Language Processing, by Country/Region, 2017-2027 ($Million)
  • Table 17 Global AI in Supply Chain Market Size for Computer Vision, by Country/Region, 2017-2027 ($Million)
  • Table 18 Global AI in Supply Chain Market Size for Context-Aware Computing, by Country/Region, 2017-2027 ($Million)
  • Table 19 Artificial Intelligence in Supply Chain Market Size, by Application, 2019-2027 ($Million)
  • Table 20 Global AI in Supply Chain Market Size for Supply Chain Planning, by Country/Region, 2017-2027 ($Million)
  • Table 21 Global AI in Supply Chain Market Size for Virtual Assistants, by Country/Region, 2017-2027 ($Million)
  • Table 22 Global AI in Supply Chain Market Size for Risk Management, by Country/Region, 2017-2027 ($Million)
  • Table 23 Global AI in Supply Chain Market Size for Inventory Management, by Country/Region, 2017-2027 ($Million)
  • Table 24 Global AI in Supply Chain Market Size for Warehouse Management, by Country/Region, 2017-2027 ($Million)
  • Table 25 Global AI in Supply Chain Market Size for Fleet Management, by Country/Region, 2017-2027 ($Million)
  • Table 26 Global AI in Supply Chain Market Size for Planning & Logistics, by Country/Region, 2017-2027 ($Million)
  • Table 27 Global AI in Supply Chain Market Size, by End User, 2019-2027 ($Million)
  • Table 28 Global AI in Supply Chain Market Size for Retail Sector, by Country/Region, 2017-2027 ($Million)
  • Table 29 Global AI in Supply Chain Market Size for Manufacturing Sector, by Country/Region, 2017-2027 ($Million)
  • Table 30 Global AI in Supply Chain Market Size for Automotive Sector, by Country/Region, 2017-2027 ($Million)
  • Table 31 Global AI in Supply Chain Market Size for Aerospace Sector, by Country/Region, 2017-2027 ($Million)
  • Table 32 Global AI in Supply Chain Market for Food & Beverage Sector, by Country/Region, 2017-2027 ($Million)
  • Table 33 Global AI in Supply Chain Market Size for Consumer Packaged Goods Sector, by Country/Region, 2017-2027 ($Million)
  • Table 34 Global AI in Supply Chain Market for Healthcare Sector, by Country/Region, 2017-2027 ($Million)
  • Table 35 Global AI in Supply Chain Market, by Country/Region, 2017-2027 ($Million)
  • Table 36 North America: AI in Supply Chain Market, by Country/Region, 2017-2027 ($Million)
  • Table 37 North America: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 38 North America: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 39 North America: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 40 North America: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 41 North America: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 42 North America: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 43 North America: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 44 U.S.: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 45 U.S.: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 46 U.S.: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 47 U.S.: Artificial Intelligence in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 48 U.S.: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 49 U.S.: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 50 U.S.: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 51 Canada: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 52 Canada: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 53 Canada: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 54 Canada: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 55 Canada: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 56 Canada: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 57 Canada: Artificial Intelligence in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 58 Europe: AI in Supply Chain Market Size, by Country/Region, 2019-2027 ($Million)
  • Table 59 Europe: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 60 Europe: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 61 Europe: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 62 Europe: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 63 Europe: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 64 Europe: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 65 Europe: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 66 Germany: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 67 Germany: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 68 Germany: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 69 Germany: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 70 Germany: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 71 Germany: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 72 Germany: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 73 U.K.: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 74 U.K.: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 75 U.K.: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 76 U.K.: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 77 U.K.: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 78 U.K.: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 79 U.K.: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 80 France: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 81 France: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 82 France: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 83 France: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 84 France: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 85 France: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 86 France: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 87 Spain: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 88 Spain: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 89 Spain: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 90 Spain: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 91 Spain: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 92 Spain: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 93 Spain: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 94 Italy: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 95 Italy: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 96 Italy: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 97 Italy: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 98 Italy: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 99 Italy: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 100 Italy: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 101 RoE: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 102 RoE: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 103 RoE: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 104 RoE: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 105 RoE: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 106 RoE: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 107 RoE: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 108 Asia Pacific: AI in Supply Market Size, by Country/Region, 2019-2027 ($Million)
  • Table 109 Asia Pacific: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 110 Asia Pacific: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 111 Asia Pacific: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 112 Asia Pacific: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 113 Asia Pacific: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 114 Asia Pacific: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 115 Asia Pacific: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 116 China: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 117 China: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 118 China: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 119 China: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 120 China: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 121 China: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 122 China: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 123 Japan: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 124 Japan: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 125 Japan: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 126 Japan: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 127 Japan: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 128 Japan: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 129 Japan: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 130 India: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 131 India: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 132 India: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 133 India: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 134 India: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 135 India: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 136 India: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 137 RoAPAC: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 138 RoAPAC: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 139 RoAPAC: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 140 RoAPAC: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 141 RoAPAC: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 142 RoAPAC: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 143 RoAPAC: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 144 Latin America: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 145 Latin America: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 146 Latin America: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 147 Latin America: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 148 Latin America: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 149 Latin America: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 150 Latin America: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 151 MEA: AI in Supply Chain Market Size, by Component, 2017-2027 ($Million)
  • Table 152 MEA: AI in Supply Chain Hardware Market Size, by Type, 2017-2027 ($Million)
  • Table 153 MEA: AI in Supply Chain Software Market Size, by Type, 2017-2027 ($Million)
  • Table 154 MEA: AI in Supply Chain Services Market Size, by Type, 2017-2027 ($Million)
  • Table 155 MEA: AI in Supply Chain Market Size, by Technology, 2017-2027 ($Million)
  • Table 156 MEA: AI in Supply Chain Market Size, by Application, 2017-2027 ($Million)
  • Table 157 MEA: AI in Supply Chain Market Size, by End User, 2017-2027 ($Million)
  • Table 158 Recent Developments by Major Players During 2016-2019
  • Table 159 New Product Launches and Upgrades
  • Table 160 Mergers and Acquisitions
  • Table 161 Partnerships, Agreements, & Collaborations
  • Table 162 Expansions, 2016-2019

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