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AI in Agriculture Market 2025-2029

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    Report

  • 245 Pages
  • July 2025
  • Region: Global
  • TechNavio
  • ID: 6113910
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The AI in agriculture market is forecasted to grow by USD 3.09 billion during 2024-2029, accelerating at a CAGR of 20.4% during the forecast period. The report on the AI in agriculture market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by imperative for increased food production and yield enhancement, focus on input cost reduction and operational efficiency, and rising emphasis on sustainable practices and regulatory pressures.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

The AI in agriculture market is segmented as below:

By Component

  • Software
  • Hardware
  • Services

By Technology

  • Machine learning
  • Predictive analytics
  • Computer vision

By Application

  • Precision farming
  • Drone analytics
  • Livestock monitoring
  • Agriculture robotics
  • Labor Management

By Geographical Landscape

  • North America
  • APAC
  • Europe
  • South America
  • Middle East and Africa
This study identifies the acceleration toward full autonomy and specialized robotics as one of the prime reasons driving the AI in agriculture market growth during the next few years. Also, consolidation around integrated data ecosystems and rise of ai-powered sustainability and carbon farming will lead to sizable demand in the market.

The report on the AI in agriculture market covers the following areas:

  • AI In Agriculture Market sizing
  • AI In Agriculture Market forecast
  • AI In Agriculture Market industry analysis
A robust vendor analysis within the report is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading AI in agriculture market vendors that include A.A.A Taranis Visual Ltd., Afimilk Ltd., Ag Leader Technology, AGCO Corp., aWhere Inc., Carbon Robotics, CNH Industrial NV, Connecterra BV, Corteva Inc., Deere and Co., Easytosee Agtech SL, Farmers Business Network Inc., International Business Machines Corp., Kubota Corp., Microsoft Corp., Sentera Inc., The Climate Corp., Trimble Inc., Valmont Industries Inc., and Yara International ASA. Also, the AI in agriculture market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The report presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Component
Executive Summary - Chart on Market Segmentation by Technology
Executive Summary - Chart on Market Segmentation by Application
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market Analysis
2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
5.1 Global AI In Agriculture Market 2019 - 2023
Historic Market Size - Data Table on Global AI In Agriculture Market 2019 - 2023 ($ million)
5.2 Component segment analysis 2019 - 2023
Historic Market Size - Component Segment 2019 - 2023 ($ million)
5.3 Technology segment analysis 2019 - 2023
Historic Market Size - Technology Segment 2019 - 2023 ($ million)
5.4 Application segment analysis 2019 - 2023
Historic Market Size - Application Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 Country segment analysis 2019 - 2023
Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
6.1 Five forces summary
Five forces analysis - Comparison between 2024 and 2029
6.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2024 and 2029
6.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2024 and 2029
6.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2024 and 2029
6.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2024 and 2029
6.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2024 and 2029
6.7 Market condition
Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Component
7.1 Market segments
Chart on Component - Market share 2024-2029 (%)
Data Table on Component - Market share 2024-2029 (%)
7.2 Comparison by Component
Chart on Comparison by Component
Data Table on Comparison by Component
7.3 Software - Market size and forecast 2024-2029
Chart on Software - Market size and forecast 2024-2029 ($ million)
Data Table on Software - Market size and forecast 2024-2029 ($ million)
Chart on Software - Year-over-year growth 2024-2029 (%)
Data Table on Software - Year-over-year growth 2024-2029 (%)
7.4 Hardware - Market size and forecast 2024-2029
Chart on Hardware - Market size and forecast 2024-2029 ($ million)
Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
Chart on Hardware - Year-over-year growth 2024-2029 (%)
Data Table on Hardware - Year-over-year growth 2024-2029 (%)
7.5 Services - Market size and forecast 2024-2029
Chart on Services - Market size and forecast 2024-2029 ($ million)
Data Table on Services - Market size and forecast 2024-2029 ($ million)
Chart on Services - Year-over-year growth 2024-2029 (%)
Data Table on Services - Year-over-year growth 2024-2029 (%)
7.6 Market opportunity by Component
Market opportunity by Component ($ million)
Data Table on Market opportunity by Component ($ million)
8 Market Segmentation by Technology
8.1 Market segments
Chart on Technology - Market share 2024-2029 (%)
Data Table on Technology - Market share 2024-2029 (%)
8.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
8.3 Machine learning - Market size and forecast 2024-2029
Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
8.4 Predictive analytics - Market size and forecast 2024-2029
Chart on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Data Table on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Chart on Predictive analytics - Year-over-year growth 2024-2029 (%)
Data Table on Predictive analytics - Year-over-year growth 2024-2029 (%)
8.5 Computer vision - Market size and forecast 2024-2029
Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
Chart on Computer vision - Year-over-year growth 2024-2029 (%)
Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
8.6 Market opportunity by Technology
Market opportunity by Technology ($ million)
Data Table on Market opportunity by Technology ($ million)
9 Market Segmentation by Application
9.1 Market segments
Chart on Application - Market share 2024-2029 (%)
Data Table on Application - Market share 2024-2029 (%)
9.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
9.3 Precision farming - Market size and forecast 2024-2029
Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
Chart on Precision farming - Year-over-year growth 2024-2029 (%)
Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
9.4 Drone analytics - Market size and forecast 2024-2029
Chart on Drone analytics - Market size and forecast 2024-2029 ($ million)
Data Table on Drone analytics - Market size and forecast 2024-2029 ($ million)
Chart on Drone analytics - Year-over-year growth 2024-2029 (%)
Data Table on Drone analytics - Year-over-year growth 2024-2029 (%)
9.5 Livestock monitoring - Market size and forecast 2024-2029
Chart on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Data Table on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Chart on Livestock monitoring - Year-over-year growth 2024-2029 (%)
Data Table on Livestock monitoring - Year-over-year growth 2024-2029 (%)
9.6 Agriculture robotics - Market size and forecast 2024-2029
Chart on Agriculture robotics - Market size and forecast 2024-2029 ($ million)
Data Table on Agriculture robotics - Market size and forecast 2024-2029 ($ million)
Chart on Agriculture robotics - Year-over-year growth 2024-2029 (%)
Data Table on Agriculture robotics - Year-over-year growth 2024-2029 (%)
9.7 Labor Management - Market size and forecast 2024-2029
Chart on Labor Management - Market size and forecast 2024-2029 ($ million)
Data Table on Labor Management - Market size and forecast 2024-2029 ($ million)
Chart on Labor Management - Year-over-year growth 2024-2029 (%)
Data Table on Labor Management - Year-over-year growth 2024-2029 (%)
9.8 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
10 Customer Landscape
10.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
11.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
11.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
11.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
11.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
11.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
11.6 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
11.7 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
11.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
11.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
11.10 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
11.11 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
11.12 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
11.13 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
11.14 Australia - Market size and forecast 2024-2029
Chart on Australia - Market size and forecast 2024-2029 ($ million)
Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Chart on Australia - Year-over-year growth 2024-2029 (%)
Data Table on Australia - Year-over-year growth 2024-2029 (%)
11.15 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
11.16 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
11.17 The Netherlands - Market size and forecast 2024-2029
Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
11.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
12 Drivers, Challenges, and Opportunity/Restraints
12.1 Market drivers
12.2 Market challenges
12.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities/restraints
13 Competitive Landscape
13.1 Overview
13.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
Overview on factors of disruption
13.4 Industry risks
Impact of key risks on business
14 Competitive Analysis
14.1 Companies profiled
Companies covered
14.2 Company ranking index
Company ranking index
14.3 Market positioning of companies
Matrix on companies position and classification
14.4 A.A.A Taranis Visual Ltd.
A.A.A Taranis Visual Ltd. - Overview
A.A.A Taranis Visual Ltd. - Product / Service
A.A.A Taranis Visual Ltd. - Key offerings
SWOT
14.5 Afimilk Ltd.
Afimilk Ltd. - Overview
Afimilk Ltd. - Product / Service
Afimilk Ltd. - Key offerings
SWOT
14.6 Ag Leader Technology
Ag Leader Technology - Overview
Ag Leader Technology - Product / Service
Ag Leader Technology - Key offerings
SWOT
14.7 AGCO Corp.
AGCO Corp. - Overview
AGCO Corp. - Business segments
AGCO Corp. - Key news
AGCO Corp. - Key offerings
AGCO Corp. - Segment focus
SWOT
14.8 Carbon Robotics
Carbon Robotics - Overview
Carbon Robotics - Product / Service
Carbon Robotics - Key offerings
SWOT
14.9 Connecterra BV
Connecterra BV - Overview
Connecterra BV - Product / Service
Connecterra BV - Key offerings
SWOT
14.10 Corteva Inc.
Corteva Inc. - Overview
Corteva Inc. - Business segments
Corteva Inc. - Key news
Corteva Inc. - Key offerings
Corteva Inc. - Segment focus
SWOT
14.11 Deere and Co.
Deere and Co. - Overview
Deere and Co. - Business segments
Deere and Co. - Key news
Deere and Co. - Key offerings
Deere and Co. - Segment focus
SWOT
14.12 Farmers Business Network Inc.
Farmers Business Network Inc. - Overview
Farmers Business Network Inc. - Product / Service
Farmers Business Network Inc. - Key offerings
SWOT
14.13 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
14.14 Sentera Inc.
Sentera Inc. - Overview
Sentera Inc. - Product / Service
Sentera Inc. - Key offerings
SWOT
14.15 The Climate Corp.
The Climate Corp. - Overview
The Climate Corp. - Product / Service
The Climate Corp. - Key offerings
SWOT
14.16 Trimble Inc.
Trimble Inc. - Overview
Trimble Inc. - Business segments
Trimble Inc. - Key news
Trimble Inc. - Key offerings
Trimble Inc. - Segment focus
SWOT
14.17 Valmont Industries Inc.
Valmont Industries Inc. - Overview
Valmont Industries Inc. - Business segments
Valmont Industries Inc. - Key offerings
Valmont Industries Inc. - Segment focus
SWOT
14.18 Yara International ASA
Yara International ASA - Overview
Yara International ASA - Business segments
Yara International ASA - Key offerings
Yara International ASA - Segment focus
SWOT
15 Appendix
15.1 Scope of the report
15.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
15.3 Currency conversion rates for US$
Currency conversion rates for US$
15.4 Research methodology
Research methodology
15.5 Data procurement
Information sources
15.6 Data validation
Data validation
15.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
15.8 Data synthesis
Data synthesis
15.9 360 degree market analysis
360 degree market analysis
15.10 List of abbreviations
List of abbreviations
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Component
Exhibits 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibits 7: Executive Summary - Chart on Market Segmentation by Application
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Historic Market Size - Data Table on Global AI In Agriculture Market 2019 - 2023 ($ million)
Exhibits 26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits 27: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 31: Five forces analysis - Comparison between 2024 and 2029
Exhibits 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 37: Chart on Market condition - Five forces 2024 and 2029
Exhibits 38: Chart on Component - Market share 2024-2029 (%)
Exhibits 39: Data Table on Component - Market share 2024-2029 (%)
Exhibits 40: Chart on Comparison by Component
Exhibits 41: Data Table on Comparison by Component
Exhibits 42: Chart on Software - Market size and forecast 2024-2029 ($ million)
Exhibits 43: Data Table on Software - Market size and forecast 2024-2029 ($ million)
Exhibits 44: Chart on Software - Year-over-year growth 2024-2029 (%)
Exhibits 45: Data Table on Software - Year-over-year growth 2024-2029 (%)
Exhibits 46: Chart on Hardware - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on Hardware - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on Hardware - Year-over-year growth 2024-2029 (%)
Exhibits 50: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 51: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits 52: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits 53: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits 54: Market opportunity by Component ($ million)
Exhibits 55: Data Table on Market opportunity by Component ($ million)
Exhibits 56: Chart on Technology - Market share 2024-2029 (%)
Exhibits 57: Data Table on Technology - Market share 2024-2029 (%)
Exhibits 58: Chart on Comparison by Technology
Exhibits 59: Data Table on Comparison by Technology
Exhibits 60: Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 61: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
Exhibits 62: Chart on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 63: Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
Exhibits 64: Chart on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Predictive analytics - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Predictive analytics - Year-over-year growth 2024-2029 (%)
Exhibits 68: Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits 69: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits 70: Chart on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits 71: Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits 72: Market opportunity by Technology ($ million)
Exhibits 73: Data Table on Market opportunity by Technology ($ million)
Exhibits 74: Chart on Application - Market share 2024-2029 (%)
Exhibits 75: Data Table on Application - Market share 2024-2029 (%)
Exhibits 76: Chart on Comparison by Application
Exhibits 77: Data Table on Comparison by Application
Exhibits 78: Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
Exhibits 79: Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
Exhibits 80: Chart on Precision farming - Year-over-year growth 2024-2029 (%)
Exhibits 81: Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
Exhibits 82: Chart on Drone analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Drone analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Drone analytics - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Drone analytics - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Livestock monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Livestock monitoring - Year-over-year growth 2024-2029 (%)
Exhibits 90: Chart on Agriculture robotics - Market size and forecast 2024-2029 ($ million)
Exhibits 91: Data Table on Agriculture robotics - Market size and forecast 2024-2029 ($ million)
Exhibits 92: Chart on Agriculture robotics - Year-over-year growth 2024-2029 (%)
Exhibits 93: Data Table on Agriculture robotics - Year-over-year growth 2024-2029 (%)
Exhibits 94: Chart on Labor Management - Market size and forecast 2024-2029 ($ million)
Exhibits 95: Data Table on Labor Management - Market size and forecast 2024-2029 ($ million)
Exhibits 96: Chart on Labor Management - Year-over-year growth 2024-2029 (%)
Exhibits 97: Data Table on Labor Management - Year-over-year growth 2024-2029 (%)
Exhibits 98: Market opportunity by Application ($ million)
Exhibits 99: Data Table on Market opportunity by Application ($ million)
Exhibits 100: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 101: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 102: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 103: Chart on Geographic comparison
Exhibits 104: Data Table on Geographic comparison
Exhibits 105: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 106: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 107: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 108: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 109: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 111: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 112: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 113: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 114: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 115: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 116: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 117: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 118: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 120: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 121: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 122: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 124: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 125: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 126: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 127: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 128: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 129: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 130: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 131: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 132: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 133: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on Australia - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on Australia - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on Australia - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 161: Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibits 162: Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibits 163: Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibits 164: Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibits 165: Market opportunity By Geographical Landscape ($ million)
Exhibits 166: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 167: Impact of drivers and challenges in 2024 and 2029
Exhibits 168: Overview on criticality of inputs and factors of differentiation
Exhibits 169: Overview on factors of disruption
Exhibits 170: Impact of key risks on business
Exhibits 171: Companies covered
Exhibits 172: Company ranking index
Exhibits 173: Matrix on companies position and classification
Exhibits 174: A.A.A Taranis Visual Ltd. - Overview
Exhibits 175: A.A.A Taranis Visual Ltd. - Product / Service
Exhibits 176: A.A.A Taranis Visual Ltd. - Key offerings
Exhibits 177: SWOT
Exhibits 178: Afimilk Ltd. - Overview
Exhibits 179: Afimilk Ltd. - Product / Service
Exhibits 180: Afimilk Ltd. - Key offerings
Exhibits 181: SWOT
Exhibits 182: Ag Leader Technology - Overview
Exhibits 183: Ag Leader Technology - Product / Service
Exhibits 184: Ag Leader Technology - Key offerings
Exhibits 185: SWOT
Exhibits 186: AGCO Corp. - Overview
Exhibits 187: AGCO Corp. - Business segments
Exhibits 188: AGCO Corp. - Key news
Exhibits 189: AGCO Corp. - Key offerings
Exhibits 190: AGCO Corp. - Segment focus
Exhibits 191: SWOT
Exhibits 192: Carbon Robotics - Overview
Exhibits 193: Carbon Robotics - Product / Service
Exhibits 194: Carbon Robotics - Key offerings
Exhibits 195: SWOT
Exhibits 196: Connecterra BV - Overview
Exhibits 197: Connecterra BV - Product / Service
Exhibits 198: Connecterra BV - Key offerings
Exhibits 199: SWOT
Exhibits 200: Corteva Inc. - Overview
Exhibits 201: Corteva Inc. - Business segments
Exhibits 202: Corteva Inc. - Key news
Exhibits 203: Corteva Inc. - Key offerings
Exhibits 204: Corteva Inc. - Segment focus
Exhibits 205: SWOT
Exhibits 206: Deere and Co. - Overview
Exhibits 207: Deere and Co. - Business segments
Exhibits 208: Deere and Co. - Key news
Exhibits 209: Deere and Co. - Key offerings
Exhibits 210: Deere and Co. - Segment focus
Exhibits 211: SWOT
Exhibits 212: Farmers Business Network Inc. - Overview
Exhibits 213: Farmers Business Network Inc. - Product / Service
Exhibits 214: Farmers Business Network Inc. - Key offerings
Exhibits 215: SWOT
Exhibits 216: Microsoft Corp. - Overview
Exhibits 217: Microsoft Corp. - Business segments
Exhibits 218: Microsoft Corp. - Key news
Exhibits 219: Microsoft Corp. - Key offerings
Exhibits 220: Microsoft Corp. - Segment focus
Exhibits 221: SWOT
Exhibits 222: Sentera Inc. - Overview
Exhibits 223: Sentera Inc. - Product / Service
Exhibits 224: Sentera Inc. - Key offerings
Exhibits 225: SWOT
Exhibits 226: The Climate Corp. - Overview
Exhibits 227: The Climate Corp. - Product / Service
Exhibits 228: The Climate Corp. - Key offerings
Exhibits 229: SWOT
Exhibits 230: Trimble Inc. - Overview
Exhibits 231: Trimble Inc. - Business segments
Exhibits 232: Trimble Inc. - Key news
Exhibits 233: Trimble Inc. - Key offerings
Exhibits 234: Trimble Inc. - Segment focus
Exhibits 235: SWOT
Exhibits 236: Valmont Industries Inc. - Overview
Exhibits 237: Valmont Industries Inc. - Business segments
Exhibits 238: Valmont Industries Inc. - Key offerings
Exhibits 239: Valmont Industries Inc. - Segment focus
Exhibits 240: SWOT
Exhibits 241: Yara International ASA - Overview
Exhibits 242: Yara International ASA - Business segments
Exhibits 243: Yara International ASA - Key offerings
Exhibits 244: Yara International ASA - Segment focus
Exhibits 245: SWOT
Exhibits 246: Inclusions checklist
Exhibits 247: Exclusions checklist
Exhibits 248: Currency conversion rates for US$
Exhibits 249: Research methodology
Exhibits 250: Information sources
Exhibits 251: Data validation
Exhibits 252: Validation techniques employed for market sizing
Exhibits 253: Data synthesis
Exhibits 254: 360 degree market analysis
Exhibits 255: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global ai in agriculture market: A.A.A Taranis Visual Ltd., Afimilk Ltd., Ag Leader Technology, AGCO Corp., aWhere Inc., Carbon Robotics, CNH Industrial NV, Connecterra BV, Corteva Inc., Deere and Co., Easytosee Agtech SL, Farmers Business Network Inc., International Business Machines Corp., Kubota Corp., Microsoft Corp., Sentera Inc., The Climate Corp., Trimble Inc., Valmont Industries Inc., and Yara International ASA.

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is acceleration toward full autonomy and specialized robotics."

According to the report, one of the major drivers for this market is the imperative for increased food production and yield enhancement.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to a SWOT analysis of the key vendors.

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • A.A.A Taranis Visual Ltd.
  • Afimilk Ltd.
  • Ag Leader Technology
  • AGCO Corp.
  • aWhere Inc.
  • Carbon Robotics
  • CNH Industrial NV
  • Connecterra BV
  • Corteva Inc.
  • Deere and Co.
  • Easytosee Agtech SL
  • Farmers Business Network Inc.
  • International Business Machines Corp.
  • Kubota Corp.
  • Microsoft Corp.
  • Sentera Inc.
  • The Climate Corp.
  • Trimble Inc.
  • Valmont Industries Inc.
  • Yara International ASA