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サプライチェーンにおける人工知能の世界市場レポート 2024

Artificial Intelligence In Supply Chain Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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サプライチェーンにおける人工知能の世界市場レポート 2024
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

サプライチェーンにおける人工知能の市場規模は、今後数年間で急激に成長すると予想されています。 2028年には43.7%の年間複合成長率（CAGR）で213億5,000万米ドルに成長すると予想されます。予測期間中に予想される成長は、サプライチェーン管理における予測分析の需要、持続可能性への注目の高まり、物流における自動運転車の成長、およびリアルタイムの在庫可視化に対する需要の高まりに起因すると考えられます。予測期間中に予想される主な動向としては、需要予測における機械学習の利用の増加、サプライチェーンの最適化におけるデジタルツインの台頭、AIを活用したロボティックプロセスオートメーションの成長、サプライチェーンの回復力の重視、物流における顧客サービス向けのAIによるチャットボットの導入などが挙げられます。

インターネットユーザーの普及率の予想される上昇により、サプライチェーンにおける人工知能市場の成長が促進されることになります。過去3か月間で、Webにアクセスするインターネットユーザーの数は増加しました。このインターネット利用の急増により、サプライチェーンのすべてのメンバー間でのオンラインでの情報の効率的な収集と配布が可能になります。企業は、在庫状況、倉庫活動、製品の移動を簡単かつ迅速に確認できるようになりました。人工知能（AI）は、将来の消費者の需要パターンを予測する上で極めて重要な役割を果たし、不要な在庫の過剰在庫に関連するコストを削減します。たとえば、2023年 7月の時点でカナダ統計局は、15歳以上のカナダ人のインターネット利用率が2020年の92%から2022年には95%に増加し、最も大幅な増加が見られたのは75歳以上のカナダ人であり、2022年には72%に達したと報告しています。したがって、インターネットユーザーの普及の急増は、サプライチェーンにおける人工知能市場の成長の原動力となっています。

食品および飲料業界内の需要の増加により、サプライチェーンにおける人工知能市場の成長が促進されると予想されます。食品および飲料業界には、食品および飲料品目の生産、加工、包装、流通、小売に関連するさまざまな業務が含まれます。業務を合理化するために、業界ではサプライチェーンにおける人工知能管理を採用し、効率的な在庫管理を確保し、在庫切れのリスクを最小限に抑え、タイムリーでコスト効率の高い製品配送のために流通および物流ネットワークを最適化しています。たとえば、農務省の農村開発2021ハイライト報告書には、2021年の食品・飲料（F&B）売上高が4,672億米ドルと記載されています。さらに、キリンホールディングス株式会社の報告書によると、2021年の世界のビール消費量は約1億8,560万キロリットルで、これはビールの世界消費量4.0を反映しています。前年比%増加。したがって、食品および飲料業界における需要の高まりは、サプライチェーンにおける人工知能市場の重要な推進力となります。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年～2023年
  • 世界の市場規模予測と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

  • 世界のサプライチェーンにおける人工知能市場、製品別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • ハードウェア
  • ソフトウェア
  • サービス
  • 世界のサプライチェーンにおける人工知能市場、技術別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 機械学習
  • 自然言語処理
  • コンテキストアウェアコンピューティング
  • コンピュータビジョン
  • 世界のサプライチェーンにおける人工知能市場、用途別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • フリート管理
  • サプライチェーン計画
  • 倉庫管理
  • バーチャルアシスタント
  • 危機管理
  • 貨物仲介業
  • その他の用途
  • 世界のサプライチェーンにおける人工知能市場、エンドユーザー別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 自動車
  • 航空宇宙
  • 製造業
  • 小売り
  • ヘルスケア
  • 消費者向けパッケージ商品
  • 飲食品

第7章 地域および国の分析

  • 世界のサプライチェーンにおける人工知能市場、地域別、実績および予測、2018-2023年、2023-2028年、2033年
  • 世界のサプライチェーンにおける人工知能市場、国別、実績および予測、2018-2023年、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 市場の競合情勢
  • 市場企業プロファイル
    • Amazon.com Inc.
    • Google LLC
    • Samsung Electronics Co Ltd.
    • Microsoft Corporation
    • DHL Group

第31章 その他の大手および革新的な企業

  • FedEx Corporation
  • General Electric Company
  • Intel Corporation
  • The International Business Machines Corp
  • Oracle Corporation
  • SAP SE
  • Micron Technology Inc.
  • NVIDIA Corporation
  • CH Robinson Worldwide Inc.
  • Havi Logistics AS
  • Cainiao Smart Logistics Network Limited
  • Zebra Technologies Corporation
  • Flexport Inc.
  • Xilinx Inc.
  • Echo Global Logistics Inc.

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと可能性の分析

第36章 付録

目次
Product Code: r14228

Artificial intelligence in the supply chain involves the application of human intelligence simulation mechanisms to organize and analyze extensive amounts of supply chain information, identify trends, and forecast future issues. This technology is utilized for inventory optimization and shortage management.

The main types of artificial intelligence in supply chain offerings include hardware, software, and services. Hardware refers to the physical components of a computer or delivery mechanisms that store and execute instructions provided by the software. Various technologies, such as machine learning, natural language processing, context-aware computing, and computer vision, are applied in areas such as fleet management, supply chain planning, warehouse management, virtual assistant systems, risk management, freight brokerage, and others. End-users of AI in the supply chain span across industries such as automotive, aerospace, manufacturing, retail, healthcare, consumer-packaged goods, and food and beverages.

The artificial intelligence in supply chain market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence in supply chain market statistics, including artificial intelligence in supply chain industry global market size, regional shares, competitors with a artificial intelligence in supply chain market share, detailed artificial intelligence in supply chain market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence in supply chain industry. This artificial intelligence in supply chain market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The artificial intelligence in supply chain market size has grown exponentially in recent years. It will grow from $3.39 billion in 2023 to $5 billion in 2024 at a compound annual growth rate (CAGR) of 47.6%. The growth observed in the historical period can be attributed to globalization, increasing complexity in supply chain networks, rising customer expectations, the growth of e-commerce, and the demand for real-time information.

The artificial intelligence in supply chain market size is expected to see exponential growth in the next few years. It will grow to $21.35 billion in 2028 at a compound annual growth rate (CAGR) of 43.7%. The anticipated growth in the forecast period can be attributed to the demand for predictive analytics in supply chain management, an increasing focus on sustainability, the growth of autonomous vehicles in logistics, and a rise in demand for real-time inventory visibility. Major trends expected in the forecast period include the increasing use of machine learning for demand forecasting, the rise of digital twins in supply chain optimization, the growth in AI-powered robotic process automation, an emphasis on supply chain resilience, and the adoption of AI-driven chatbots for customer service in logistics.

The anticipated rise in the penetration rate of internet users is set to drive the growth of the artificial intelligence in the supply chain market. Over the past three months, an increasing number of internet users have accessed the web. This surge in internet usage allows for the efficient collection and dissemination of information among all supply chain members online. Businesses can now easily and quickly check inventory status, warehouse activity, and product movement. Artificial intelligence (AI) plays a pivotal role in predicting future consumer demand patterns, reducing costs related to overstocking unwanted inventory. For instance, as of July 2023, Statistics Canada reports that internet usage among Canadians aged 15 and older increased from 92% in 2020 to 95% in 2022, with the most significant increase observed among Canadians aged 75 and older, reaching 72% in 2022. Consequently, the surge in internet user penetration is a driving force behind the growth of the artificial intelligence in the supply chain market.

The increasing demand within the food and beverage industry is expected to fuel the growth of the artificial intelligence in the supply chain market. The food and beverage industry encompasses various operations related to the production, processing, packaging, distribution, and retailing of food and drink items. To streamline operations, the industry employs artificial intelligence in supply chain management, ensuring efficient inventory management, minimizing the risk of stockouts, and optimizing distribution and logistics networks for timely and cost-effective product delivery. For example, the USDA Rural Development 2021 Highlights report notes $467.20 billion in food and beverage (F&B) sales in 2021. Additionally, a report from Kirin Holdings Company Limited reveals a global consumption of about 185.60 million kiloliters of beer in 2021, reflecting a 4.0% increase from the previous year. Hence, the growing demand in the food and beverage industry is a significant driver for the artificial intelligence in the supply chain market.

A noteworthy trend in the artificial intelligence in the supply chain market is the prevalence of technological advancements. Major companies operating in this market are actively adopting advanced technologies to maintain their market position. An illustrative example is project44, a US-based software development company, which launched Movement GPT in April 2023. Movement GPT, hailed as the first-ever AI supply chain assistant, aims to revolutionize the supply chain by leveraging generative AI's capabilities. This innovative solution provides a highly engaging, natural language interface for users to obtain crucial data and manage their shipments with greater ease.

Major companies in the artificial intelligence in the supply chain market are dedicated to introducing next-generation solutions, such as delivery drones, to deliver reliable services to customers. Delivery drones, unmanned aerial vehicles (UAVs) designed for last-mile delivery, operate with artificial intelligence to transport lightweight containers. For instance, Drone Express, a US-based aviation company, collaborated with Microsoft Corporation in December 2022 to launch the DE-2020 drone. Equipped with artificial intelligence for in-flight navigation and decision-making, the DE-2020 drone enhances intelligence, autonomy, and safety, particularly for eco-friendly package delivery in urban environments.

In September 2021, Panasonic Corporation acquired Blue Yonder for $8.5 billion. This strategic move is set to expedite the shared autonomous supply chain goals of Panasonic and Blue Yonder. By combining Blue Yonder's AI- and ML-powered planning, execution, and commerce solutions with Panasonic's sensing technologies and edge devices, the acquisition aims to empower businesses in building smarter and more interconnected e-commerce strategies, retail locations, warehouses, transportation, and workplaces. Blue Yonder is a US-based supply chain management company that leverages AI and ML capabilities to provide digital solutions for supply chain transformations and omnichannel commerce fulfillment.

Major companies operating in the artificial intelligence in supply chain market report are Amazon.com Inc., Google LLC, Samsung Electronics Co Ltd., Microsoft Corporation, DHL Group, FedEx Corporation, General Electric Company, Intel Corporation, The International Business Machines Corp, Oracle Corporation, SAP SE, Micron Technology Inc., NVIDIA Corporation, C.H. Robinson Worldwide Inc., Havi Logistics AS, Cainiao Smart Logistics Network Limited, Zebra Technologies Corporation, Flexport Inc., Xilinx Inc., Echo Global Logistics Inc., Epicor Software Corporation, Blue Yonder Inc., Symbotic LLC, E2open LLC., C3.AI Inc, Relex Solutions Private Limited, DataRobot Inc, Splice Machine Inc., Covariant Inc, Llamasoft Inc.

North America was the largest region in the artificial intelligence in supply chain market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence in supply chain market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the artificial intelligence in supply chain market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Italy, Spain, Canada.

The artificial intelligence in supply chain market consists of revenues earned by entities through route optimization, predictive maintenance, and supplier management. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence in supply chain market also includes sales of warehouse robots, digital workers, and autonomous vehicles that are used in providing artificial intelligence in supply chain services. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence In Supply Chain Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence in supply chain market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

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  • Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
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Where is the largest and fastest growing market for artificial intelligence in supply chain ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence in supply chain market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Offering: Hardware; Software; Services
  • 2) By Technology: Machine Learning; Natural Language Processing; Context-Aware Computing; Computer Vision
  • 3) By Application: Fleet Management; Supply Chain Planning; Warehouse Management; Virtual Assistant; Risk Management; Freight Brokerage; Other Applications
  • 4) By End-User: Automotive; Aerospace; Manufacturing; Retail; Healthcare; Consumer-Packaged Goods; Food And Beverages
  • Companies Mentioned: Amazon.com Inc.; Google LLC; Samsung Electronics Co Ltd.; Microsoft Corporation; DHL Group
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Artificial Intelligence In Supply Chain Market Characteristics

3. Artificial Intelligence In Supply Chain Market Trends And Strategies

4. Artificial Intelligence In Supply Chain Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence In Supply Chain Market Size and Growth

  • 5.1. Global Artificial Intelligence In Supply Chain Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Artificial Intelligence In Supply Chain Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Artificial Intelligence In Supply Chain Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence In Supply Chain Market Segmentation

  • 6.1. Global Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Hardware
  • Software
  • Services
  • 6.2. Global Artificial Intelligence In Supply Chain Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Natural Language Processing
  • Context-Aware Computing
  • Computer Vision
  • 6.3. Global Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Fleet Management
  • Supply Chain Planning
  • Warehouse Management
  • Virtual Assistant
  • Risk Management
  • Freight Brokerage
  • Other Applications
  • 6.4. Global Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Automotive
  • Aerospace
  • Manufacturing
  • Retail
  • Healthcare
  • Consumer-Packaged Goods
  • Food And Beverages

7. Artificial Intelligence In Supply Chain Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence In Supply Chain Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Artificial Intelligence In Supply Chain Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence In Supply Chain Market

  • 8.1. Asia-Pacific Artificial Intelligence In Supply Chain Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence In Supply Chain Market

  • 9.1. China Artificial Intelligence In Supply Chain Market Overview
  • 9.2. China Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence In Supply Chain Market

  • 10.1. India Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence In Supply Chain Market

  • 11.1. Japan Artificial Intelligence In Supply Chain Market Overview
  • 11.2. Japan Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence In Supply Chain Market

  • 12.1. Australia Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence In Supply Chain Market

  • 13.1. Indonesia Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence In Supply Chain Market

  • 14.1. South Korea Artificial Intelligence In Supply Chain Market Overview
  • 14.2. South Korea Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence In Supply Chain Market

  • 15.1. Western Europe Artificial Intelligence In Supply Chain Market Overview
  • 15.2. Western Europe Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence In Supply Chain Market

  • 16.1. UK Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence In Supply Chain Market

  • 17.1. Germany Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence In Supply Chain Market

  • 18.1. France Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence In Supply Chain Market

  • 19.1. Italy Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence In Supply Chain Market

  • 20.1. Spain Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence In Supply Chain Market

  • 21.1. Eastern Europe Artificial Intelligence In Supply Chain Market Overview
  • 21.2. Eastern Europe Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence In Supply Chain Market

  • 22.1. Russia Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence In Supply Chain Market

  • 23.1. North America Artificial Intelligence In Supply Chain Market Overview
  • 23.2. North America Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence In Supply Chain Market

  • 24.1. USA Artificial Intelligence In Supply Chain Market Overview
  • 24.2. USA Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence In Supply Chain Market

  • 25.1. Canada Artificial Intelligence In Supply Chain Market Overview
  • 25.2. Canada Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence In Supply Chain Market

  • 26.1. South America Artificial Intelligence In Supply Chain Market Overview
  • 26.2. South America Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence In Supply Chain Market

  • 27.1. Brazil Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence In Supply Chain Market

  • 28.1. Middle East Artificial Intelligence In Supply Chain Market Overview
  • 28.2. Middle East Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence In Supply Chain Market

  • 29.1. Africa Artificial Intelligence In Supply Chain Market Overview
  • 29.2. Africa Artificial Intelligence In Supply Chain Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Artificial Intelligence In Supply Chain Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Artificial Intelligence In Supply Chain Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence In Supply Chain Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence In Supply Chain Market Competitive Landscape
  • 30.2. Artificial Intelligence In Supply Chain Market Company Profiles
    • 30.2.1. Amazon.com Inc.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Google LLC
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Samsung Electronics Co Ltd.
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Microsoft Corporation
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. DHL Group
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Artificial Intelligence In Supply Chain Market Other Major And Innovative Companies

  • 31.1. FedEx Corporation
  • 31.2. General Electric Company
  • 31.3. Intel Corporation
  • 31.4. The International Business Machines Corp
  • 31.5. Oracle Corporation
  • 31.6. SAP SE
  • 31.7. Micron Technology Inc.
  • 31.8. NVIDIA Corporation
  • 31.9. C.H. Robinson Worldwide Inc.
  • 31.10. Havi Logistics AS
  • 31.11. Cainiao Smart Logistics Network Limited
  • 31.12. Zebra Technologies Corporation
  • 31.13. Flexport Inc.
  • 31.14. Xilinx Inc.
  • 31.15. Echo Global Logistics Inc.

32. Global Artificial Intelligence In Supply Chain Market Competitive Benchmarking

33. Global Artificial Intelligence In Supply Chain Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence In Supply Chain Market

35. Artificial Intelligence In Supply Chain Market Future Outlook and Potential Analysis

  • 35.1 Artificial Intelligence In Supply Chain Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence In Supply Chain Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence In Supply Chain Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer