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市場調査レポート
商品コード
1326250

サプライチェーンにおける人工知能(AI)の世界市場

Artificial Intelligence (AI) in Supply Chain

出版日: | 発行: Global Industry Analysts, Inc. | ページ情報: 英文 221 Pages | 納期: 即日から翌営業日

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本日の銀行送金レート: 1USD=151.55円
サプライチェーンにおける人工知能(AI)の世界市場
出版日: 2023年08月10日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 221 Pages
納期: 即日から翌営業日
● ご注意事項
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
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  • 目次
概要

サプライチェーンにおける人工知能(AI)の世界市場は2030年までに947億米ドルに達する

COVID-19後の変化したビジネス環境において、2022年に68億米ドルと推計されたサプライチェーンにおける人工知能(AI)の世界市場は、2030年には947億米ドルに達すると予測され、2022年から2030年にかけてCAGR 38.9%で成長すると予測されます。本レポートで分析されているセグメントの一つであるハードウェアは、CAGR 35.2%を記録し、分析期間終了時には357億米ドルに達すると予測されています。現在進行中のパンデミック後の回復を考慮し、ソフトウェア分野の成長は今後8年間のCAGRを42.4%に修正しました。

米国市場は21億米ドル、中国はCAGR36%で成長すると予測

米国のサプライチェーンにおける人工知能(AI)市場は、2022年には21億米ドルになると推定されます。世界第2位の経済大国である中国は、2022年から2030年までの分析期間においてCAGR 36%で推移し、2030年までに143億米ドルの市場規模に達すると予測されています。その他の注目すべき地理的市場としては、日本とカナダがあり、2022年から2030年にかけてそれぞれ33.9%と31.5%の成長が予測されています。欧州では、ドイツがCAGR約23.2%で成長すると予測されています。

調査対象企業の例

  • Amazon
  • C. H.Robinson
  • Cainiao Network(Alibaba)
  • ClearMetal
  • Deutsche Post AG DHL
  • E2open
  • FedEx
  • Fraight AI
  • IBM
  • Intel
  • LLamasoft, Inc.
  • Logility
  • Micron Technology
  • Microsoft
  • NVIDIA
  • Oracle
  • Presenso
  • Relex Solution
  • Samsung Electronics
  • SAP
  • Splice Machine
  • Teknowlogi
  • Xilinx

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • 世界のその他の地域

第4章 競合

目次
Product Code: MCP21190

What`s New for 2023?

»Special coverage on Russia-Ukraine war; global inflation; easing of "zero-Covid" policy in China and its `bumpy` reopening; supply chain disruptions, global trade tensions; and risk of recession.

»Global competitiveness and key competitor percentage market shares

» Market presence across multiple geographies - Strong/Active/Niche/Trivial

»Online interactive peer-to-peer collaborative bespoke updates

»Access to our digital archives and MarketGlass Research Platform

»Complimentary updates for one year

Looking Ahead to 2023

The global economy is at a critical crossroads with a number of interlocking challenges and crises running in parallel. The uncertainty around how Russia`s war on Ukraine will play out this year and the war`s role in creating global instability means that the trouble on the inflation front is not over yet. Food and fuel inflation will remain a persistent economic problem. Higher retail inflation will impact consumer confidence and spending. As governments combat inflation by raising interest rates, new job creation will slowdown and impact economic activity and growth. Lower capital expenditure is in the offing as companies go slow on investments, held back by inflation worries and weaker demand. With slower growth and high inflation, developed markets seem primed to enter into a recession. Fears of new COVID outbreaks and China's already uncertain post-pandemic path poses a real risk of the world experiencing more acute supply chain pain and manufacturing disruptions this year. Volatile financial markets, growing trade tensions, stricter regulatory environment and pressure to mainstream climate change into economic decisions will compound the complexity of challenges faced. Year 2023 is expected to be tough year for most markets, investors and consumers. Nevertheless, there is always opportunity for businesses and their leaders who can chart a path forward with resilience and adaptability.

Global Artificial Intelligence (AI) in Supply Chain Market to Reach $94.7 Billion by 2030

In the changed post COVID-19 business landscape, the global market for Artificial Intelligence (AI) in Supply Chain estimated at US$6.8 Billion in the year 2022, is projected to reach a revised size of US$94.7 Billion by 2030, growing at aCAGR of 38.9% over the period 2022-2030. Hardware, one of the segments analyzed in the report, is projected to record 35.2% CAGR and reach US$35.7 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Software segment is readjusted to a revised 42.4% CAGR for the next 8-year period.

The U.S. Market is Estimated at $2.1 Billion, While China is Forecast to Grow at 36% CAGR

The Artificial Intelligence (AI) in Supply Chain market in the U.S. is estimated at US$2.1 Billion in the year 2022. China, the world`s second largest economy, is forecast to reach a projected market size of US$14.3 Billion by the year 2030 trailing a CAGR of 36% over the analysis period 2022 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 33.9% and 31.5% respectively over the 2022-2030 period. Within Europe, Germany is forecast to grow at approximately 23.2% CAGR.

Select Competitors (Total 298 Featured) -

  • Amazon
  • C. H.Robinson
  • Cainiao Network (Alibaba)
  • ClearMetal
  • Deutsche Post AG DHL
  • E2open
  • FedEx
  • Fraight AI
  • IBM
  • Intel
  • LLamasoft, Inc.
  • Logility
  • Micron Technology
  • Microsoft
  • NVIDIA
  • Oracle
  • Presenso
  • Relex Solution
  • Samsung Electronics
  • SAP
  • Splice Machine
  • Teknowlogi
  • Xilinx

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Impact of Covid-19 and a Looming Global Recession
    • Artificial Intelligence (AI) in Supply Chain - Global Key Competitors Percentage Market Share in 2022 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 2: World 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2023 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 4: World 8-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 6: World 8-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 8: World 8-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Warehouse Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 10: World 8-Year Perspective for Warehouse Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 12: World 8-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Supply Chain Planning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 14: World 8-Year Perspective for Supply Chain Planning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Fleet Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 16: World 8-Year Perspective for Fleet Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 18: World 8-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Automotive by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 20: World 8-Year Perspective for Automotive by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 21: World Recent Past, Current & Future Analysis for Aerospace by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 22: World 8-Year Perspective for Aerospace by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 24: World 8-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 25: World Recent Past, Current & Future Analysis for Consumer-Packaged Goods by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 26: World 8-Year Perspective for Consumer-Packaged Goods by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 27: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 28: World 8-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 30: World 8-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 31: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 32: World 8-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 33: World Recent Past, Current & Future Analysis for Context-Aware Computing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 34: World 8-Year Perspective for Context-Aware Computing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 36: World 8-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030
    • TABLE 37: World Artificial Intelligence (AI) in Supply Chain Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Risk Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 39: World 8-Year Perspective for Risk Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2023 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2023 (E)
    • TABLE 40: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 41: USA 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 42: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 43: USA 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 45: USA 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 46: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 47: USA 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • CANADA
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 49: Canada 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 51: Canada 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 52: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 53: Canada 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 54: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 55: Canada 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • JAPAN
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2023 (E)
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 57: Japan 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 58: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 59: Japan 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 60: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 61: Japan 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 62: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 63: Japan 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • CHINA
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2023 (E)
    • TABLE 64: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 65: China 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 66: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 67: China 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 69: China 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 70: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 71: China 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • EUROPE
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2023 (E)
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 73: Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2023 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 75: Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 76: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 77: Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 78: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 79: Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 80: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 81: Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • FRANCE
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2023 (E)
    • TABLE 82: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 83: France 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 84: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 85: France 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 86: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 87: France 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 88: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 89: France 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • GERMANY
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2023 (E)
    • TABLE 90: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 91: Germany 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 93: Germany 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 94: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 95: Germany 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 96: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 97: Germany 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • ITALY
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 99: Italy 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 100: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 101: Italy 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 102: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 103: Italy 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 104: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 105: Italy 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2023 (E)
    • TABLE 106: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 107: UK 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 108: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 109: UK 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 111: UK 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 112: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 113: UK 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • REST OF EUROPE
    • TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 117: Rest of Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 119: Rest of Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 120: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 121: Rest of Europe 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2023 (E)
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 125: Asia-Pacific 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 127: Asia-Pacific 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 129: Asia-Pacific 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030
  • REST OF WORLD
    • TABLE 130: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 131: Rest of World 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2023 & 2030
    • TABLE 132: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 133: Rest of World 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Fleet Management, Risk Management, Other Applications, Supply Chain Planning and Warehouse Management for the Years 2023 & 2030
    • TABLE 134: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by End-Use - Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 135: Rest of World 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by End-Use - Percentage Breakdown of Value Sales for Retail, Automotive, Aerospace, Manufacturing, Consumer-Packaged Goods and Other End-Uses for the Years 2023 & 2030
    • TABLE 136: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 137: Rest of World 8-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2023 & 2030

IV. COMPETITION