Global Generative AI in Agriculture Market 2025-2029

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $4,000	240 Pages	TechNavio	August, 2025	INF20292923

Best Price Guarantee
Price	from $4,000
Length	240 Pages
Publisher	TechNavio
Published Date	August, 2025
SKU	INF20292923

Table of Contents
Description

Generative AI In Agriculture Market 2025-2029

The generative ai in agriculture market is forecasted to grow by USD 1183.3 mn during 2024-2029, accelerating at a CAGR of 29.3% during the forecast period. The report on the generative 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 global imperative for enhanced agricultural productivity and sustainability, rapid advancements and increasing accessibility of foundational ai models, and addressing critical labor shortages through intelligent automation and robotics.

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 generative ai in agriculture market is segmented as below:

By Technology

Machine learning
Deep learning
Computer vision
Natural language processing
Robotics

By Application

Precision farming
Agricultural robotics and automation
Crop management
Livestock management
Soil analysis

By Deployment

Cloud based
On premises
Hybrid

By Geographical Landscape

North America
APAC
Europe
South America
Middle East and Africa

This study identifies the rise of hyper-personalized generative agronomist as one of the prime reasons driving the generative ai in agriculture market growth during the next few years. Also, generative physical autonomy and intelligent robotics revolution and predictive simulation and creation of agricultural digital twins will lead to sizable demand in the market.

The report on the generative ai in agriculture market covers the following areas:

Generative AI In Agriculture Market sizing
Generative AI In Agriculture Market forecast
Generative 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 generative ai in agriculture market vendors that include AAA Taranis Visual Ltd., Agribotix, ANYbotics AG, BASF Digital Farming GmbH, Bayer AG, Blue River Technology, Coverfields, Cropin Technology Solutions Pvt. Ltd., Deere and Co., Gamaya, Granular Inc., International Business Machines Corp., Microsoft Corp., Plantix, PrecisionHawk Inc., Raven Industries Inc., Syngenta Crop Protection AG, The Climate Corp., and Valmont Industries Inc.. Also, the generative 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.

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 Technology; Executive Summary - Chart on Market Segmentation by Application; Executive Summary - Chart on Market Segmentation by Deployment; 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 Five Forces Analysis: 5.1 Five forces summary; Five forces analysis - Comparison between 2024 and 2029; 5.2 Bargaining power of buyers; Bargaining power of buyers - Impact of key factors 2024 and 2029; 5.3 Bargaining power of suppliers; Bargaining power of suppliers - Impact of key factors in 2024 and 2029; 5.4 Threat of new entrants; Threat of new entrants - Impact of key factors in 2024 and 2029; 5.5 Threat of substitutes; Threat of substitutes - Impact of key factors in 2024 and 2029; 5.6 Threat of rivalry; Threat of rivalry - Impact of key factors in 2024 and 2029; 5.7 Market condition; Chart on Market condition - Five forces 2024 and 2029
6 Market Segmentation by Technology: 6.1 Market segments; Chart on Technology - Market share 2024-2029 (%); Data Table on Technology - Market share 2024-2029 (%); 6.2 Comparison by Technology; Chart on Comparison by Technology; Data Table on Comparison by Technology; 6.3 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 (%); 6.4 Deep learning - Market size and forecast 2024-2029; Chart on Deep learning - Market size and forecast 2024-2029 ($ million); Data Table on Deep learning - Market size and forecast 2024-2029 ($ million); Chart on Deep learning - Year-over-year growth 2024-2029 (%); Data Table on Deep learning - Year-over-year growth 2024-2029 (%); 6.5 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 (%); 6.6 Natural language processing - Market size and forecast 2024-2029; Chart on Natural language processing - Market size and forecast 2024-2029 ($ million); Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million); Chart on Natural language processing - Year-over-year growth 2024-2029 (%); Data Table on Natural language processing - Year-over-year growth 2024-2029 (%); 6.7 Robotics - Market size and forecast 2024-2029; Chart on Robotics - Market size and forecast 2024-2029 ($ million); Data Table on Robotics - Market size and forecast 2024-2029 ($ million); Chart on Robotics - Year-over-year growth 2024-2029 (%); Data Table on Robotics - Year-over-year growth 2024-2029 (%); 6.8 Market opportunity by Technology; Market opportunity by Technology ($ million); Data Table on Market opportunity by Technology ($ million)
7 Market Segmentation by Application: 7.1 Market segments; Chart on Application - Market share 2024-2029 (%); Data Table on Application - Market share 2024-2029 (%); 7.2 Comparison by Application; Chart on Comparison by Application; Data Table on Comparison by Application; 7.3 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 (%); 7.4 Agricultural robotics and automation - Market size and forecast 2024-2029; Chart on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million); Data Table on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million); Chart on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%); Data Table on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%); 7.5 Crop management - Market size and forecast 2024-2029; Chart on Crop management - Market size and forecast 2024-2029 ($ million); Data Table on Crop management - Market size and forecast 2024-2029 ($ million); Chart on Crop management - Year-over-year growth 2024-2029 (%); Data Table on Crop management - Year-over-year growth 2024-2029 (%); 7.6 Livestock management - Market size and forecast 2024-2029; Chart on Livestock management - Market size and forecast 2024-2029 ($ million); Data Table on Livestock management - Market size and forecast 2024-2029 ($ million); Chart on Livestock management - Year-over-year growth 2024-2029 (%); Data Table on Livestock management - Year-over-year growth 2024-2029 (%); 7.7 Soil analysis - Market size and forecast 2024-2029; Chart on Soil analysis - Market size and forecast 2024-2029 ($ million); Data Table on Soil analysis - Market size and forecast 2024-2029 ($ million); Chart on Soil analysis - Year-over-year growth 2024-2029 (%); Data Table on Soil analysis - Year-over-year growth 2024-2029 (%); 7.8 Market opportunity by Application; Market opportunity by Application ($ million); Data Table on Market opportunity by Application ($ million)
8 Market Segmentation by Deployment: 8.1 Market segments; Chart on Deployment - Market share 2024-2029 (%); Data Table on Deployment - Market share 2024-2029 (%); 8.2 Comparison by Deployment; Chart on Comparison by Deployment; Data Table on Comparison by Deployment; 8.3 Cloud based - Market size and forecast 2024-2029; Chart on Cloud based - Market size and forecast 2024-2029 ($ million); Data Table on Cloud based - Market size and forecast 2024-2029 ($ million); Chart on Cloud based - Year-over-year growth 2024-2029 (%); Data Table on Cloud based - Year-over-year growth 2024-2029 (%); 8.4 On premises - Market size and forecast 2024-2029; Chart on On premises - Market size and forecast 2024-2029 ($ million); Data Table on On premises - Market size and forecast 2024-2029 ($ million); Chart on On premises - Year-over-year growth 2024-2029 (%); Data Table on On premises - Year-over-year growth 2024-2029 (%); 8.5 Hybrid - Market size and forecast 2024-2029; Chart on Hybrid - Market size and forecast 2024-2029 ($ million); Data Table on Hybrid - Market size and forecast 2024-2029 ($ million); Chart on Hybrid - Year-over-year growth 2024-2029 (%); Data Table on Hybrid - Year-over-year growth 2024-2029 (%); 8.6 Market opportunity by Deployment; Market opportunity by Deployment ($ million); Data Table on Market opportunity by Deployment ($ million)
9 Customer Landscape: 9.1 Customer landscape overview; Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape: 10.1 Geographic segmentation; Chart on Market share By Geographical Landscape 2024-2029 (%); Data Table on Market share By Geographical Landscape 2024-2029 (%); 10.2 Geographic comparison; Chart on Geographic comparison; Data Table on Geographic comparison; 10.3 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 (%); 10.4 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 (%); 10.5 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 (%); 10.6 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 (%); 10.7 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 (%); 10.8 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 (%); 10.9 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 (%); 10.10 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 (%); 10.11 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 (%); 10.12 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 (%); 10.13 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 (%); 10.14 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 (%); 10.15 South Korea - Market size and forecast 2024-2029; Chart on South Korea - Market size and forecast 2024-2029 ($ million); Data Table on South Korea - Market size and forecast 2024-2029 ($ million); Chart on South Korea - Year-over-year growth 2024-2029 (%); Data Table on South Korea - Year-over-year growth 2024-2029 (%); 10.16 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 (%); 10.17 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 (%); 10.18 Market opportunity By Geographical Landscape; Market opportunity By Geographical Landscape ($ million); Data Tables on Market opportunity By Geographical Landscape ($ million)
11 Drivers, Challenges, and Opportunity/Restraints: 11.1 Market drivers; 11.2 Market challenges; 11.3 Impact of drivers and challenges; Impact of drivers and challenges in 2024 and 2029; 11.4 Market opportunities/restraints
12 Competitive Landscape: 12.1 Overview; 12.2 Competitive Landscape; Overview on criticality of inputs and factors of differentiation; 12.3 Landscape disruption; Overview on factors of disruption; 12.4 Industry risks; Impact of key risks on business
13 Competitive Analysis: 13.1 Companies profiled; Companies covered; 13.2 Company ranking index; Company ranking index; 13.3 Market positioning of companies; Matrix on companies position and classification; 13.4 AAA Taranis Visual Ltd.; AAA Taranis Visual Ltd. - Overview; AAA Taranis Visual Ltd. - Product / Service; AAA Taranis Visual Ltd. - Key offerings; SWOT; 13.5 BASF Digital Farming GmbH; BASF Digital Farming GmbH - Overview; BASF Digital Farming GmbH - Product / Service; BASF Digital Farming GmbH - Key offerings; SWOT; 13.6 Bayer AG; Bayer AG - Overview; Bayer AG - Business segments; Bayer AG - Key news; Bayer AG - Key offerings; Bayer AG - Segment focus; SWOT; 13.7 Blue River Technology; Blue River Technology - Overview; Blue River Technology - Product / Service; Blue River Technology - Key offerings; SWOT; 13.8 Cropin Technology Solutions Pvt. Ltd.; Cropin Technology Solutions Pvt. Ltd. - Overview; Cropin Technology Solutions Pvt. Ltd. - Product / Service; Cropin Technology Solutions Pvt. Ltd. - Key offerings; SWOT; 13.9 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; 13.10 Gamaya; Gamaya - Overview; Gamaya - Product / Service; Gamaya - Key offerings; SWOT; 13.11 Granular Inc.; Granular Inc. - Overview; Granular Inc. - Product / Service; Granular Inc. - Key offerings; SWOT; 13.12 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; 13.13 Microsoft Corp.; Microsoft Corp. - Overview; Microsoft Corp. - Business segments; Microsoft Corp. - Key news; Microsoft Corp. - Key offerings; Microsoft Corp. - Segment focus; SWOT; 13.14 Plantix; Plantix - Overview; Plantix - Product / Service; Plantix - Key offerings; SWOT; 13.15 PrecisionHawk Inc.; PrecisionHawk Inc. - Overview; PrecisionHawk Inc. - Product / Service; PrecisionHawk Inc. - Key offerings; SWOT; 13.16 Syngenta Crop Protection AG; Syngenta Crop Protection AG - Overview; Syngenta Crop Protection AG - Product / Service; Syngenta Crop Protection AG - Key offerings; SWOT; 13.17 The Climate Corp.; The Climate Corp. - Overview; The Climate Corp. - Product / Service; The Climate Corp. - Key offerings; SWOT; 13.18 Valmont Industries Inc.; Valmont Industries Inc. - Overview; Valmont Industries Inc. - Business segments; Valmont Industries Inc. - Key offerings; Valmont Industries Inc. - Segment focus; SWOT
14 Appendix: 14.1 Scope of the report; 14.2 Inclusions and exclusions checklist; Inclusions checklist; Exclusions checklist; 14.3 Currency conversion rates for US$; Currency conversion rates for US$; 14.4 Research methodology; Research methodology; 14.5 Data procurement; Information sources; 14.6 Data validation; Data validation; 14.7 Validation techniques employed for market sizing; Validation techniques employed for market sizing; 14.8 Data synthesis; Data synthesis; 14.9 360 degree market analysis; 360 degree market analysis; 14.10 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 Technology; Exhibits6: Executive Summary - Chart on Market Segmentation by Application; Exhibits7: Executive Summary - Chart on Market Segmentation by Deployment; 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: Five forces analysis - Comparison between 2024 and 2029; Exhibits26: Bargaining power of buyers - Impact of key factors 2024 and 2029; Exhibits27: Bargaining power of suppliers - Impact of key factors in 2024 and 2029; Exhibits28: Threat of new entrants - Impact of key factors in 2024 and 2029; Exhibits29: Threat of substitutes - Impact of key factors in 2024 and 2029; Exhibits30: Threat of rivalry - Impact of key factors in 2024 and 2029; Exhibits31: Chart on Market condition - Five forces 2024 and 2029; Exhibits32: Chart on Technology - Market share 2024-2029 (%); Exhibits33: Data Table on Technology - Market share 2024-2029 (%); Exhibits34: Chart on Comparison by Technology; Exhibits35: Data Table on Comparison by Technology; Exhibits36: Chart on Machine learning - Market size and forecast 2024-2029 ($ million); Exhibits37: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million); Exhibits38: Chart on Machine learning - Year-over-year growth 2024-2029 (%); Exhibits39: Data Table on Machine learning - Year-over-year growth 2024-2029 (%); Exhibits40: Chart on Deep learning - Market size and forecast 2024-2029 ($ million); Exhibits41: Data Table on Deep learning - Market size and forecast 2024-2029 ($ million); Exhibits42: Chart on Deep learning - Year-over-year growth 2024-2029 (%); Exhibits43: Data Table on Deep learning - Year-over-year growth 2024-2029 (%); Exhibits44: Chart on Computer vision - Market size and forecast 2024-2029 ($ million); Exhibits45: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million); Exhibits46: Chart on Computer vision - Year-over-year growth 2024-2029 (%); Exhibits47: Data Table on Computer vision - Year-over-year growth 2024-2029 (%); Exhibits48: Chart on Natural language processing - Market size and forecast 2024-2029 ($ million); Exhibits49: Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million); Exhibits50: Chart on Natural language processing - Year-over-year growth 2024-2029 (%); Exhibits51: Data Table on Natural language processing - Year-over-year growth 2024-2029 (%); Exhibits52: Chart on Robotics - Market size and forecast 2024-2029 ($ million); Exhibits53: Data Table on Robotics - Market size and forecast 2024-2029 ($ million); Exhibits54: Chart on Robotics - Year-over-year growth 2024-2029 (%); Exhibits55: Data Table on Robotics - Year-over-year growth 2024-2029 (%); Exhibits56: Market opportunity by Technology ($ million); Exhibits57: Data Table on Market opportunity by Technology ($ million); Exhibits58: Chart on Application - Market share 2024-2029 (%); Exhibits59: Data Table on Application - Market share 2024-2029 (%); Exhibits60: Chart on Comparison by Application; Exhibits61: Data Table on Comparison by Application; Exhibits62: Chart on Precision farming - Market size and forecast 2024-2029 ($ million); Exhibits63: Data Table on Precision farming - Market size and forecast 2024-2029 ($ million); Exhibits64: Chart on Precision farming - Year-over-year growth 2024-2029 (%); Exhibits65: Data Table on Precision farming - Year-over-year growth 2024-2029 (%); Exhibits66: Chart on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million); Exhibits67: Data Table on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million); Exhibits68: Chart on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%); Exhibits69: Data Table on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%); Exhibits70: Chart on Crop management - Market size and forecast 2024-2029 ($ million); Exhibits71: Data Table on Crop management - Market size and forecast 2024-2029 ($ million); Exhibits72: Chart on Crop management - Year-over-year growth 2024-2029 (%); Exhibits73: Data Table on Crop management - Year-over-year growth 2024-2029 (%); Exhibits74: Chart on Livestock management - Market size and forecast 2024-2029 ($ million); Exhibits75: Data Table on Livestock management - Market size and forecast 2024-2029 ($ million); Exhibits76: Chart on Livestock management - Year-over-year growth 2024-2029 (%); Exhibits77: Data Table on Livestock management - Year-over-year growth 2024-2029 (%); Exhibits78: Chart on Soil analysis - Market size and forecast 2024-2029 ($ million); Exhibits79: Data Table on Soil analysis - Market size and forecast 2024-2029 ($ million); Exhibits80: Chart on Soil analysis - Year-over-year growth 2024-2029 (%); Exhibits81: Data Table on Soil analysis - Year-over-year growth 2024-2029 (%); Exhibits82: Market opportunity by Application ($ million); Exhibits83: Data Table on Market opportunity by Application ($ million); Exhibits84: Chart on Deployment - Market share 2024-2029 (%); Exhibits85: Data Table on Deployment - Market share 2024-2029 (%); Exhibits86: Chart on Comparison by Deployment; Exhibits87: Data Table on Comparison by Deployment; Exhibits88: Chart on Cloud based - Market size and forecast 2024-2029 ($ million); Exhibits89: Data Table on Cloud based - Market size and forecast 2024-2029 ($ million); Exhibits90: Chart on Cloud based - Year-over-year growth 2024-2029 (%); Exhibits91: Data Table on Cloud based - Year-over-year growth 2024-2029 (%); Exhibits92: Chart on On premises - Market size and forecast 2024-2029 ($ million); Exhibits93: Data Table on On premises - Market size and forecast 2024-2029 ($ million); Exhibits94: Chart on On premises - Year-over-year growth 2024-2029 (%); Exhibits95: Data Table on On premises - Year-over-year growth 2024-2029 (%); Exhibits96: Chart on Hybrid - Market size and forecast 2024-2029 ($ million); Exhibits97: Data Table on Hybrid - Market size and forecast 2024-2029 ($ million); Exhibits98: Chart on Hybrid - Year-over-year growth 2024-2029 (%); Exhibits99: Data Table on Hybrid - Year-over-year growth 2024-2029 (%); Exhibits100: Market opportunity by Deployment ($ million); Exhibits101: Data Table on Market opportunity by Deployment ($ million); Exhibits102: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits103: Chart on Market share By Geographical Landscape 2024-2029 (%); Exhibits104: Data Table on Market share By Geographical Landscape 2024-2029 (%); Exhibits105: Chart on Geographic comparison; Exhibits106: Data Table on Geographic comparison; Exhibits107: Chart on North America - Market size and forecast 2024-2029 ($ million); Exhibits108: Data Table on North America - Market size and forecast 2024-2029 ($ million); Exhibits109: Chart on North America - Year-over-year growth 2024-2029 (%); Exhibits110: Data Table on North America - Year-over-year growth 2024-2029 (%); Exhibits111: Chart on APAC - Market size and forecast 2024-2029 ($ million); Exhibits112: Data Table on APAC - Market size and forecast 2024-2029 ($ million); Exhibits113: Chart on APAC - Year-over-year growth 2024-2029 (%); Exhibits114: Data Table on APAC - Year-over-year growth 2024-2029 (%); Exhibits115: Chart on Europe - Market size and forecast 2024-2029 ($ million); Exhibits116: Data Table on Europe - Market size and forecast 2024-2029 ($ million); Exhibits117: Chart on Europe - Year-over-year growth 2024-2029 (%); Exhibits118: Data Table on Europe - Year-over-year growth 2024-2029 (%); Exhibits119: Chart on South America - Market size and forecast 2024-2029 ($ million); Exhibits120: Data Table on South America - Market size and forecast 2024-2029 ($ million); Exhibits121: Chart on South America - Year-over-year growth 2024-2029 (%); Exhibits122: Data Table on South America - Year-over-year growth 2024-2029 (%); Exhibits123: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits124: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits125: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits126: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits127: Chart on US - Market size and forecast 2024-2029 ($ million); Exhibits128: Data Table on US - Market size and forecast 2024-2029 ($ million); Exhibits129: Chart on US - Year-over-year growth 2024-2029 (%); Exhibits130: Data Table on US - Year-over-year growth 2024-2029 (%); Exhibits131: Chart on China - Market size and forecast 2024-2029 ($ million); Exhibits132: Data Table on China - Market size and forecast 2024-2029 ($ million); Exhibits133: Chart on China - Year-over-year growth 2024-2029 (%); Exhibits134: Data Table on China - Year-over-year growth 2024-2029 (%); Exhibits135: Chart on Canada - Market size and forecast 2024-2029 ($ million); Exhibits136: Data Table on Canada - Market size and forecast 2024-2029 ($ million); Exhibits137: Chart on Canada - Year-over-year growth 2024-2029 (%); Exhibits138: Data Table on Canada - Year-over-year growth 2024-2029 (%); Exhibits139: Chart on India - Market size and forecast 2024-2029 ($ million); Exhibits140: Data Table on India - Market size and forecast 2024-2029 ($ million); Exhibits141: Chart on India - Year-over-year growth 2024-2029 (%); Exhibits142: Data Table on India - Year-over-year growth 2024-2029 (%); Exhibits143: Chart on Japan - Market size and forecast 2024-2029 ($ million); Exhibits144: Data Table on Japan - Market size and forecast 2024-2029 ($ million); Exhibits145: Chart on Japan - Year-over-year growth 2024-2029 (%); Exhibits146: Data Table on Japan - Year-over-year growth 2024-2029 (%); Exhibits147: Chart on Germany - Market size and forecast 2024-2029 ($ million); Exhibits148: Data Table on Germany - Market size and forecast 2024-2029 ($ million); Exhibits149: Chart on Germany - Year-over-year growth 2024-2029 (%)