Artificial Intelligence (AI) in Agriculture

Artificial Intelligence (AI) in Agriculture

Global Artificial Intelligence (AI) in Agriculture Market to Reach $11.8 Billion by 2030
The global market for Artificial Intelligence (AI) in Agriculture estimated at US$2.9 Billion in the year 2023, is expected to reach US$11.8 Billion by 2030, growing at a CAGR of 22.2% over the analysis period 2023-2030. Agriculture AI Software, one of the segments analyzed in the report, is expected to record a 20.7% CAGR and reach US$5.2 Billion by the end of the analysis period. Growth in the Agriculture AI Hardware segment is estimated at 24.5% CAGR for the next 7-year period.

The U.S. Market is Estimated at $922.3 Million, While China is Forecast to Grow at 21.7% CAGR
The Artificial Intelligence (AI) in Agriculture market in the U.S. is estimated at US$922.3 Million in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$2 Billion by the year 2030 trailing a CAGR of 21.7% over the analysis period 2023 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 19.4% and 18.8% respectively over the 2023-2030 period. Within Europe, Germany is forecast to grow at approximately 15.6% CAGR.

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 213 Featured) -
  • AgEagle Aerial Systems
  • aWhere Inc.
  • Autonomous Tractor Corporation
  • Cainthus
  • Connecterra
  • Cropx Technologies
  • Deere & Company (John Deere)
  • Descartes Labs Inc.
  • ec2ce
  • Farmbot
  • Farmers Edge Inc.
  • Gamaya
  • Harvest Croo
  • International Business Machines Corp. (IBM)
  • Microsoft Corporation
  • Peat
  • Precision Hawk
  • Resson
  • The Climate Corporation
  • Trace Genomics
  • Tule Technologies
  • Vineview
  • Vision Robotics
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Artificial Intelligence (AI) in Agriculture - 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 Agriculture 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 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Artificial Intelligence (AI) in Agriculture 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 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 2023 through 2030 and % CAGR
TABLE 4: 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 5: 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$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 6: 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 7: World Recent Past, Current & Future Analysis for AI-as-a-Service 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 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for AI-as-a-Service 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 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 2023 through 2030 and % CAGR
TABLE 10: 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 11: World Recent Past, Current & Future Analysis for Livestock Monitoring 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 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Livestock Monitoring 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 Drone Analytics 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 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for Drone Analytics 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 Labor 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 2023 through 2030 and % CAGR
TABLE 16: World 7-Year Perspective for Labor 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 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 2023 through 2030 and % CAGR
TABLE 18: 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 19: World Recent Past, Current & Future Analysis for Precision Farming 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 2023 through 2030 and % CAGR
TABLE 20: World 7-Year Perspective for Precision Farming 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 Agriculture Robots 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 2023 through 2030 and % CAGR
TABLE 22: World 7-Year Perspective for Agriculture Robots 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 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 2023 through 2030 and % CAGR
TABLE 24: 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 25: 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$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 26: 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 27: World Recent Past, Current & Future Analysis for Predictive Analytics 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 2023 through 2030 and % CAGR
TABLE 28: World 7-Year Perspective for Predictive Analytics 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 Artificial Intelligence (AI) in Agriculture Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
III. MARKET ANALYSIS
UNITED STATES
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 30: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 31: USA 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 32: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 33: USA 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 34: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 35: USA 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
CANADA
TABLE 36: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 37: Canada 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 38: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 39: Canada 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 40: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 41: Canada 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
JAPAN
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 42: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 43: Japan 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 44: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 45: Japan 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 46: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 47: Japan 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
CHINA
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 48: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 49: China 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 50: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 51: China 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 52: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 53: China 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
EUROPE
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 54: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 55: Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 56: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 57: Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 58: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 59: Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 60: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 61: Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
FRANCE
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 62: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 63: France 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 64: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 65: France 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 66: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 67: France 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
GERMANY
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 68: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 69: Germany 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 70: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 71: Germany 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 72: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 73: Germany 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
ITALY
TABLE 74: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 75: Italy 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 76: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 77: Italy 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 78: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 79: Italy 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
UNITED KINGDOM
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 80: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 81: UK 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 82: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 83: UK 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 84: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 85: UK 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
REST OF EUROPE
TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 87: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 89: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 91: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
ASIA-PACIFIC
Artificial Intelligence (AI) in Agriculture Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 93: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 95: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 97: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
REST OF WORLD
TABLE 98: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Component - Software, Hardware, AI-as-a-Service and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 99: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Component - Percentage Breakdown of Value Sales for Software, Hardware, AI-as-a-Service and Services for the Years 2024 & 2030
TABLE 100: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Application - Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 101: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Application - Percentage Breakdown of Value Sales for Livestock Monitoring, Drone Analytics, Labor Management, Other Applications, Precision Farming and Agriculture Robots for the Years 2024 & 2030
TABLE 102: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Agriculture by Technology - Machine Learning, Computer Vision and Predictive Analytics - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 103: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Agriculture by Technology - Percentage Breakdown of Value Sales for Machine Learning, Computer Vision and Predictive Analytics for the Years 2024 & 2030
IV. COMPETITION

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