Artificial Intelligence (AI) in Supply Chain

Artificial Intelligence (AI) in Supply Chain

Global Artificial Intelligence (AI) in Supply Chain Market to Reach $16.2 Billion by 2027

Amid the COVID-19 crisis, the global market for Artificial Intelligence (AI) in Supply Chain estimated at US$1.6 Billion in the year 2020, is projected to reach a revised size of US$16.2 Billion by 2027, growing at a CAGR of 39.6% over the analysis period 2020-2027. Hardware, one of the segments analyzed in the report, is projected to record a 37.4% CAGR and reach US$6.8 Billion by the end of the analysis period. After an early analysis of the business implications of the pandemic and its induced economic crisis, growth in the Software segment is readjusted to a revised 42.9% CAGR for the next 7-year period.

The U.S. Market is Estimated at $474.4 Million, While China is Forecast to Grow at 37.6% CAGR

The Artificial Intelligence (AI) in Supply Chain market in the U.S. is estimated at US$474.4 Million in the year 2020. China, the world`s second largest economy, is forecast to reach a projected market size of US$2.6 Billion by the year 2027 trailing a CAGR of 37.6% over the analysis period 2020 to 2027. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 35.5% and 34% respectively over the 2020-2027 period. Within Europe, Germany is forecast to grow at approximately 27.3% CAGR.

Services Segment to Record 38.6% CAGR

In the global Services segment, USA, Canada, Japan, China and Europe will drive the 38.5% CAGR estimated for this segment. These regional markets accounting for a combined market size of US$238.3 Million in the year 2020 will reach a projected size of US$2.3 Billion by the close of the analysis period. China will remain among the fastest growing in this cluster of regional markets. Led by countries such as Australia, India, and South Korea, the market in Asia-Pacific is forecast to reach US$2 Billion by the year 2027.

Select Competitors (Total 37 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
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Impact of Covid-19 and a Looming Global Recession
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World 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$ Thousand for Years 2020 through 2027 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 2020 & 2027
TABLE 3: World 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$ Thousand for Years 2020 through 2027 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 2020 & 2027
TABLE 5: World 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$ Thousand for Years 2020 through 2027 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 2020 & 2027
TABLE 7: World 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$ Thousand for Years 2020 through 2027 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 2020 & 2027
TABLE 9: World 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$ Thousand for Years 2020 through 2027 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 2020 & 2027
TABLE 11: World Current & Future Analysis for Virtual Assistant by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 12: World 7-Year Perspective for Virtual Assistant by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
TABLE 13: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 14: 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 2020 & 2027
TABLE 15: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 16: 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 2020 & 2027
TABLE 17: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 18: 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 2020 & 2027
TABLE 19: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 20: 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 2020 & 2027
TABLE 21: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 22: 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 2020 & 2027
TABLE 23: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 24: 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 2020 & 2027
TABLE 25: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 26: 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 2020 & 2027
TABLE 27: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 28: 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 2020 & 2027
TABLE 29: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 30: 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 2020 & 2027
TABLE 31: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 32: 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 2020 & 2027
TABLE 33: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 34: 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 2020 & 2027
TABLE 35: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 36: 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 2020 & 2027
TABLE 37: World 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 38: 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 2020 & 2027
III. MARKET ANALYSIS
UNITED STATES
TABLE 39: USA Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 40: 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 2020 & 2027
TABLE 41: USA Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 42: USA 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 43: USA 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 44: 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 2020 & 2027
TABLE 45: USA 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 46: 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 2020 & 2027
CANADA
TABLE 47: Canada Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 48: 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 2020 & 2027
TABLE 49: Canada Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 50: Canada 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 51: Canada 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 52: 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 2020 & 2027
TABLE 53: Canada 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 54: 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 2020 & 2027
JAPAN
TABLE 55: Japan Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 56: 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 2020 & 2027
TABLE 57: Japan Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 58: Japan 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 59: Japan 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 60: 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 2020 & 2027
TABLE 61: Japan 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 62: 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 2020 & 2027
CHINA
TABLE 63: China Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 64: 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 2020 & 2027
TABLE 65: China Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 66: China 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 67: China 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 68: 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 2020 & 2027
TABLE 69: China 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 70: 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 2020 & 2027
EUROPE
TABLE 71: Europe 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$ Thousand for Years 2020 through 2027 and % CAGR
TABLE 72: 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 2020 & 2027
TABLE 73: Europe Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 74: 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 2020 & 2027
TABLE 75: Europe Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 76: Europe 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 77: Europe 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 78: 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 2020 & 2027
TABLE 79: Europe 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 80: 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 2020 & 2027
FRANCE
TABLE 81: France Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 82: 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 2020 & 2027
TABLE 83: France Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 84: France 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 85: France 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 86: 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 2020 & 2027
TABLE 87: France 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 88: 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 2020 & 2027
GERMANY
TABLE 89: Germany Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 90: 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 2020 & 2027
TABLE 91: Germany Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 92: Germany 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027
TABLE 93: Germany 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 94: 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 2020 & 2027
TABLE 95: Germany 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$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 96: 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 2020 & 2027
ITALY
TABLE 97: Italy Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Component - Hardware, Software and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 98: 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 2020 & 2027
TABLE 99: Italy Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Application - Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management - Independent Analysis of Annual Sales in US$ Thousand for the Years 2020 through 2027 and % CAGR
TABLE 100: Italy 7-Year Perspective for Artificial Intelligence (AI) in Supply Chain by Application - Percentage Breakdown of Value Sales for Warehouse Management, Virtual Assistant, Other Applications, Supply Chain Planning and Fleet Management for the Years 2020 & 2027

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