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Artificial IntelligenceSupply Chain Management

PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1479603

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1479603

Artificial Intelligence (AI) in Supply Chain

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Table of Contents

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

The global market for Artificial Intelligence (AI) in Supply Chain estimated at US$9.2 Billion in the year 2023, is expected to reach US$94.7 Billion by 2030, growing at a CAGR of 39.6% over the analysis period 2023-2030. AI Hardware, one of the segments analyzed in the report, is expected to record a 36.5% CAGR and reach US$35.7 Billion by the end of the analysis period. Growth in the AI Software segment is estimated at 42.3% CAGR for the next 7-year period.

The U.S. Market is Estimated at $3.1 Billion, While China is Forecast to Grow at 37% CAGR

The Artificial Intelligence (AI) in Supply Chain market in the U.S. is estimated at US$3.1 Billion in the year 2023. 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 37% over the analysis period 2023 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 35.3% and 33.3% respectively over the 2023-2030 period. Within Europe, Germany is forecast to grow at approximately 26.4% CAGR.

Introducing Our Exciting New Report Features for 2024

Full access to influencer engagement stats

Free access to our digital archives & "MarketGlass" research platform. Our proprietary MarketGlass platform is fully enabled to unlock creativity and market knowledge of domain experts worldwide in a cohesive and collaborative manner. Our state-of-art tools bring world class market perspectives while protecting participants' privacy and identity. Numbers, statistics and market narrative in the report are based on fully curated insights shared by domain experts and influencers in this space.

Opportunity to engage with interactive questionnaires that come with real-time data simulator tools & bespoke report generation capabilities

Full client access to peer collaborative and interactive platform for cross-enterprise smart exchange of ideas

Complimentary report updates for one year

Competitor coverage with global market shares of major players

Player market presence analysis (Strong/Active/Niche/Trivial) across multiple geographies

Access to curated YouTube video transcripts of domain experts/influencer interviews, podcasts, press statements and event keynotes

What to Expect from the Global Economy in 2024

Edgy geopolitics, and economic instability caused by monetary policy tightening and ensuing higher interest rates will create a tumultuous landscape for 2024. Several factors will continue to exert pressure on the path to recovery including hostilities in the Middle East and increasingly common climate disasters. Among the risks, several positives are also taking shape such as growing signs of disinflation and easing of anxiety over stubborn inflation, supply chain normalization and price moderation despite volatility in energy costs. Elections across several G21 jurisdictions, notably in India and the United States, will have potential ramifications for capital flows and investment strategies. While India emerges as a compelling destination in the global investment landscape, U.S, based tech firms will continue to dominate, fueled by a dynamic ecosystem of talent and capital. Tech opportunities in Silicon Valley and beyond remain attractive for investors seeking high-growth prospects supported largely by a resilient albeit slowing domestic economy and conducive regulatory environment. Europe will continue to battle tight monetary policy and recession risks with U.K. having the most challenging outlook and running the greatest risk of recession in 2024. China remains a wild card with hope for growth in the country underpinned by government spending and improvements in consumer spending. The volatile environment will offer both opportunities and challenges for investors and businesses alike. Embracing volatility as a catalyst for growth together with agility and strategic foresight in navigating investment decisions will remain important for survival.

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
Show more
Product Code: MCP21190

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Artificial Intelligence (AI) in Supply Chain - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (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 2023 through 2030 and % CAGR
    • TABLE 2: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 4: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 6: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 8: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 10: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 12: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 14: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 16: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 18: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 20: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 22: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 24: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 26: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 28: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 30: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 32: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 34: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 36: World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 39: World 7-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 2024 & 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 2024 (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 2023 through 2030 and % CAGR
    • TABLE 41: USA 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 43: USA 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 45: USA 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 47: USA 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 49: Canada 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 51: Canada 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 53: Canada 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 55: Canada 7-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 2024 & 2030
  • JAPAN
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 57: Japan 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 59: Japan 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 61: Japan 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 63: Japan 7-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 2024 & 2030
  • CHINA
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 65: China 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 67: China 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 69: China 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 71: China 7-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 2024 & 2030
  • EUROPE
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 73: Europe 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 75: Europe 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 77: Europe 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 79: Europe 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 81: Europe 7-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 2024 & 2030
  • FRANCE
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 83: France 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 85: France 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 87: France 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 89: France 7-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 2024 & 2030
  • GERMANY
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 91: Germany 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 93: Germany 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 95: Germany 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 97: Germany 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 99: Italy 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 101: Italy 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 103: Italy 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 105: Italy 7-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 2024 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 107: UK 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 109: UK 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 111: UK 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 113: UK 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 117: Rest of Europe 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 119: Rest of Europe 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 121: Rest of Europe 7-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 2024 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (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 2023 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 125: Asia-Pacific 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 127: Asia-Pacific 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 129: Asia-Pacific 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 131: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Component - Percentage Breakdown of Value Sales for Hardware, Software and Services for the Years 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 133: Rest of World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 135: Rest of World 7-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 2024 & 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 2023 through 2030 and % CAGR
    • TABLE 137: Rest of World 7-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 2024 & 2030

IV. COMPETITION

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