Report cover image

Global Applied AI in Agriculture Market 2025-2029

Publisher TechNavio
Published Aug 12, 2025
Length 249 Pages
SKU # INF20314864

Description

The applied AI in agriculture market is forecasted to grow by USD 2313.1 mn during 2024-2029, accelerating at a CAGR of 20.4% during the forecast period. The report on the applied 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 increasing global food demand and need for enhanced farm productivity, growing emphasis on sustainable agriculture and environmental regulations, and labor shortages and rising operational costs.

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 applied AI in agriculture market is segmented as below:

By Component
  • Software
  • Hardware
  • Services
By Application
  • Crop monitoring and health assessment
  • Precision farming
  • Soil management and field mapping
  • Livestock monitoring
  • Others
By Technology
  • ML and DL
  • Computer vision
  • Predictive analytics
  • Robotics and automation
  • NLP
By Geographical Landscape
  • North America
  • Europe
  • APAC
  • South America
  • Middle East and Africa
This study identifies the acceleration towards hyper-automation and fully autonomous operations as one of the prime reasons driving the applied AI in agriculture market growth during the next few years. Also, proliferation of generative AI for advanced predictive analytics and farm advisory and AI as engine for sustainability, traceability, and carbon farming will lead to sizable demand in the market.

The report on the applied AI in agriculture market covers the following areas:
  • Applied AI In Agriculture Market sizing
  • Applied AI In Agriculture Market forecast
  • Applied 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 applied AI in agriculture market vendors that include A.A.A Taranis Visual Ltd., AeroFarms LLC, AgEagle Aerial Systems Inc., Agremo, Benson Hill Inc., CropX Technologies Ltd., Deere and Co., Ever.Ag, Farmers Edge Inc., Granular Inc., Guangzhou XAG Co. Ltd., Indigo Ag Inc., International Business Machines Corp., Recursion Pharmaceuticals Inc., Sentera Inc., The Climate Corp., Trace Genomics Inc., Trimble Inc., and Valmont Industries Inc.. Also, the applied 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.

Table of Contents

249 Pages
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 Application
Executive Summary - Chart on Market Segmentation by Technology
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 Applied AI In Agriculture Market 2019 - 2023
Historic Market Size - Data Table on Global Applied AI In Agriculture Market 2019 - 2023 ($ million)
5.2 Component segment analysis 2019 - 2023
Historic Market Size - Component Segment 2019 - 2023 ($ million)
5.3 Application segment analysis 2019 - 2023
Historic Market Size - Application Segment 2019 - 2023 ($ million)
5.4 Technology segment analysis 2019 - 2023
Historic Market Size - Technology 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 Application
8.1 Market segments
Chart on Application - Market share 2024-2029 (%)
Data Table on Application - Market share 2024-2029 (%)
8.2 Comparison by Application
Chart on Comparison by Application
Data Table on Comparison by Application
8.3 Crop monitoring and health assessment - Market size and forecast 2024-2029
Chart on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
Data Table on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
Chart on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
Data Table on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
8.4 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 (%)
8.5 Soil management and field mapping - Market size and forecast 2024-2029
Chart on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
Data Table on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
Chart on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
Data Table on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
8.6 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 (%)
8.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
8.8 Market opportunity by Application
Market opportunity by Application ($ million)
Data Table on Market opportunity by Application ($ million)
9 Market Segmentation by Technology
9.1 Market segments
Chart on Technology - Market share 2024-2029 (%)
Data Table on Technology - Market share 2024-2029 (%)
9.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
9.3 ML and DL - Market size and forecast 2024-2029
Chart on ML and DL - Market size and forecast 2024-2029 ($ million)
Data Table on ML and DL - Market size and forecast 2024-2029 ($ million)
Chart on ML and DL - Year-over-year growth 2024-2029 (%)
Data Table on ML and DL - Year-over-year growth 2024-2029 (%)
9.4 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 (%)
9.5 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 (%)
9.6 Robotics and automation - Market size and forecast 2024-2029
Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
9.7 NLP - Market size and forecast 2024-2029
Chart on NLP - Market size and forecast 2024-2029 ($ million)
Data Table on NLP - Market size and forecast 2024-2029 ($ million)
Chart on NLP - Year-over-year growth 2024-2029 (%)
Data Table on NLP - Year-over-year growth 2024-2029 (%)
9.8 Market opportunity by Technology
Market opportunity by Technology ($ million)
Data Table on Market opportunity by Technology ($ 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 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 (%)
11.5 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 (%)
11.6 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 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 (%)
11.11 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 (%)
11.12 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 (%)
11.13 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 Brazil - Market size and forecast 2024-2029
Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Chart on Brazil - Year-over-year growth 2024-2029 (%)
Data Table on Brazil - Year-over-year growth 2024-2029 (%)
11.15 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 (%)
11.16 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 (%)
11.17 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 (%)
11.18 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 AgEagle Aerial Systems Inc.
AgEagle Aerial Systems Inc. - Overview
AgEagle Aerial Systems Inc. - Product / Service
AgEagle Aerial Systems Inc. - Key offerings
SWOT
14.6 Agremo
Agremo - Overview
Agremo - Product / Service
Agremo - Key offerings
SWOT
14.7 Benson Hill Inc.
Benson Hill Inc. - Overview
Benson Hill Inc. - Product / Service
Benson Hill Inc. - Key offerings
SWOT
14.8 CropX Technologies Ltd.
CropX Technologies Ltd. - Overview
CropX Technologies Ltd. - Product / Service
CropX Technologies Ltd. - Key offerings
SWOT
14.9 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
14.10 Ever.Ag
Ever.Ag - Overview
Ever.Ag - Product / Service
Ever.Ag - Key offerings
SWOT
14.11 Farmers Edge Inc.
Farmers Edge Inc. - Overview
Farmers Edge Inc. - Product / Service
Farmers Edge Inc. - Key offerings
SWOT
14.12 Granular Inc.
Granular Inc. - Overview
Granular Inc. - Product / Service
Granular Inc. - Key offerings
SWOT
14.13 Indigo Ag Inc.
Indigo Ag Inc. - Overview
Indigo Ag Inc. - Product / Service
Indigo Ag Inc. - Key offerings
SWOT
14.14 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
SWOT
14.15 Sentera Inc.
Sentera Inc. - Overview
Sentera Inc. - Product / Service
Sentera Inc. - Key offerings
SWOT
14.16 The Climate Corp.
The Climate Corp. - Overview
The Climate Corp. - Product / Service
The Climate Corp. - Key offerings
SWOT
14.17 Trimble Inc.
Trimble Inc. - Overview
Trimble Inc. - Business segments
Trimble Inc. - Key news
Trimble Inc. - Key offerings
Trimble Inc. - Segment focus
SWOT
14.18 Valmont Industries Inc.
Valmont Industries Inc. - Overview
Valmont Industries Inc. - Business segments
Valmont Industries Inc. - Key offerings
Valmont Industries Inc. - 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
Exhibits:
Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Component
Exhibits6: Executive Summary - Chart on Market Segmentation by Application
Exhibits7: Executive Summary - Chart on Market Segmentation by Technology
Exhibits8: Executive Summary - Chart on Incremental Growth
Exhibits9: Executive Summary - Data Table on Incremental Growth
Exhibits10: Executive Summary - Chart on Company Market Positioning
Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits12: Overview on criticality of inputs and factors of differentiation
Exhibits13: Overview on factors of disruption
Exhibits14: Impact of drivers and challenges in 2024 and 2029
Exhibits15: Parent Market
Exhibits16: Data Table on - Parent Market
Exhibits17: Market characteristics analysis
Exhibits18: Value chain analysis
Exhibits19: Offerings of companies included in the market definition
Exhibits20: Market segments
Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits25: Historic Market Size - Data Table on Global Applied AI In Agriculture Market 2019 - 2023 ($ million)
Exhibits26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
Exhibits27: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibits28: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits31: Five forces analysis - Comparison between 2024 and 2029
Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits37: Chart on Market condition - Five forces 2024 and 2029
Exhibits38: Chart on Component - Market share 2024-2029 (%)
Exhibits39: Data Table on Component - Market share 2024-2029 (%)
Exhibits40: Chart on Comparison by Component
Exhibits41: Data Table on Comparison by Component
Exhibits42: Chart on Software - Market size and forecast 2024-2029 ($ million)
Exhibits43: Data Table on Software - Market size and forecast 2024-2029 ($ million)
Exhibits44: Chart on Software - Year-over-year growth 2024-2029 (%)
Exhibits45: Data Table on Software - Year-over-year growth 2024-2029 (%)
Exhibits46: Chart on Hardware - Market size and forecast 2024-2029 ($ million)
Exhibits47: Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
Exhibits48: Chart on Hardware - Year-over-year growth 2024-2029 (%)
Exhibits49: Data Table on Hardware - Year-over-year growth 2024-2029 (%)
Exhibits50: Chart on Services - Market size and forecast 2024-2029 ($ million)
Exhibits51: Data Table on Services - Market size and forecast 2024-2029 ($ million)
Exhibits52: Chart on Services - Year-over-year growth 2024-2029 (%)
Exhibits53: Data Table on Services - Year-over-year growth 2024-2029 (%)
Exhibits54: Market opportunity by Component ($ million)
Exhibits55: Data Table on Market opportunity by Component ($ million)
Exhibits56: Chart on Application - Market share 2024-2029 (%)
Exhibits57: Data Table on Application - Market share 2024-2029 (%)
Exhibits58: Chart on Comparison by Application
Exhibits59: Data Table on Comparison by Application
Exhibits60: Chart on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
Exhibits61: Data Table on Crop monitoring and health assessment - Market size and forecast 2024-2029 ($ million)
Exhibits62: Chart on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
Exhibits63: Data Table on Crop monitoring and health assessment - Year-over-year growth 2024-2029 (%)
Exhibits64: Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
Exhibits65: Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
Exhibits66: Chart on Precision farming - Year-over-year growth 2024-2029 (%)
Exhibits67: Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
Exhibits68: Chart on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
Exhibits69: Data Table on Soil management and field mapping - Market size and forecast 2024-2029 ($ million)
Exhibits70: Chart on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
Exhibits71: Data Table on Soil management and field mapping - Year-over-year growth 2024-2029 (%)
Exhibits72: Chart on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits73: Data Table on Livestock monitoring - Market size and forecast 2024-2029 ($ million)
Exhibits74: Chart on Livestock monitoring - Year-over-year growth 2024-2029 (%)
Exhibits75: Data Table on Livestock monitoring - Year-over-year growth 2024-2029 (%)
Exhibits76: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits77: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits78: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits79: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits80: Market opportunity by Application ($ million)
Exhibits81: Data Table on Market opportunity by Application ($ million)
Exhibits82: Chart on Technology - Market share 2024-2029 (%)
Exhibits83: Data Table on Technology - Market share 2024-2029 (%)
Exhibits84: Chart on Comparison by Technology
Exhibits85: Data Table on Comparison by Technology
Exhibits86: Chart on ML and DL - Market size and forecast 2024-2029 ($ million)
Exhibits87: Data Table on ML and DL - Market size and forecast 2024-2029 ($ million)
Exhibits88: Chart on ML and DL - Year-over-year growth 2024-2029 (%)
Exhibits89: Data Table on ML and DL - Year-over-year growth 2024-2029 (%)
Exhibits90: Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits91: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
Exhibits92: Chart on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits93: Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
Exhibits94: Chart on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits95: Data Table on Predictive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits96: Chart on Predictive analytics - Year-over-year growth 2024-2029 (%)
Exhibits97: Data Table on Predictive analytics - Year-over-year growth 2024-2029 (%)
Exhibits98: Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
Exhibits99: Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
Exhibits100: Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
Exhibits101: Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
Exhibits102: Chart on NLP - Market size and forecast 2024-2029 ($ million)
Exhibits103: Data Table on NLP - Market size and forecast 2024-2029 ($ million)
Exhibits104: Chart on NLP - Year-over-year growth 2024-2029 (%)
Exhibits105: Data Table on NLP - Year-over-year growth 2024-2029 (%)
Exhibits106: Market opportunity by Technology ($ million)
Exhibits107: Data Table on Market opportunity by Technology ($ million)
Exhibits108: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits109: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits110: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits111: Chart on Geographic comparison
Exhibits112: Data Table on Geographic comparison
Exhibits113: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits114: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits115: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits116: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits117: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits118: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits119: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits120: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits121: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits122: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits123: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits124: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits125: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits126: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits127: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits128: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits129: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits130: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits131: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits132: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits133: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits134: Data Table on US - Market size and forecast 2024-2029 ($ million)

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