Artificial Intelligence (AI) in Supply Chain
Global Artificial Intelligence (AI) in Supply Chain Market to Reach $33.2 Billion by 2027
In the changed post COVID-19 business landscape, the global market for Artificial Intelligence (AI) in Supply Chain estimated at US$3.1 Billion in the year 2020, is projected to reach a revised size of US$33.2 Billion by 2027, growing at a CAGR of 40.2% over the analysis period 2020-2027. Hardware, one of the segments analyzed in the report, is projected to record a 37.3% CAGR and reach US$13.4 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 43.1% CAGR for the next 7-year period.
The U.S. Market is Estimated at $942.3 Million, While China is Forecast to Grow at 38.1% CAGR
The Artificial Intelligence (AI) in Supply Chain market in the U.S. is estimated at US$942.3 Million in the year 2020. China, the world`s second largest economy, is forecast to reach a projected market size of US$5.3 Billion by the year 2027 trailing a CAGR of 38.1% over the analysis period 2020 to 2027. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 36.4% and 34.3% respectively over the 2020-2027 period. Within Europe, Germany is forecast to grow at approximately 27.5% CAGR.
Services Segment to Record 41.3% CAGR
In the global Services segment, USA, Canada, Japan, China and Europe will drive the 41.3% CAGR estimated for this segment. These regional markets accounting for a combined market size of US$480.4 Million in the year 2020 will reach a projected size of US$5.4 Billion by the close of the analysis period. China will remain among the fastest growing in this cluster of regional markets.
Select Competitors (Total 298 Featured) -
- Amazon
- C. H.Robinson
- Cainiao Network (Alibaba)
- ClearMetal
- Deutsche Post AG DHL
- E2open
- FedEx
- Fraight AI
- IBM
- Intel
- LLamasoft, Inc.
- Logility
- Micron Technology
- Microsoft
- NVIDIA
- Oracle
- Presenso
- Relex Solution
- Samsung Electronics
- SAP
- Splice Machine
- Teknowlogi
- Xilinx
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- I. METHODOLOGY
- II. EXECUTIVE SUMMARY
- 1. MARKET OVERVIEW
- Influencer Market Insights
- World Market Trajectories
- Impact of Covid-19 and a Looming Global Recession
- Artificial Intelligence (AI) in Supply Chain – Global Key Competitors Percentage Market Share in 2022 (E)
- Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (E)
- 2. FOCUS ON SELECT PLAYERS
- 3. MARKET TRENDS & DRIVERS
- 4. GLOBAL MARKET PERSPECTIVE
- TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Supply Chain by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 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 2021 & 2027
- 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 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 2021 & 2027
- 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 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 2021 & 2027
- 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 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 2021 & 2027
- 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 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- TABLE 37: World Artificial Intelligence (AI) in Supply Chain Market Analysis of Annual Sales in US$ Million for Years 2012 through 2027
- 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 2020 through 2027 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 2021 & 2027
- III. MARKET ANALYSIS
- UNITED STATES
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- JAPAN
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- CHINA
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- EUROPE
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- FRANCE
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- GERMANY
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- UNITED KINGDOM
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- ASIA-PACIFIC
- Artificial Intelligence (AI) in Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2022 (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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- 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 2020 through 2027 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 2021 & 2027
- IV. COMPETITION