Global AI in Agriculture Market 2025-2029

Description

List of Tables

The ai in agriculture market is forecasted to grow by USD 3,090.4 mn 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.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	19.6%
CAGR	20.4%
Incremental Value	$3,090.4 mn

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.

Technavio's 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

The robust vendor analysis 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 publisher 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.

Product Code: IRTNTR80753

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 Technavio 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