Global Generative AI in Agriculture Market 2025-2029
상품코드:1788474
리서치사:TechNavio
발행일:2025년 08월
페이지 정보:영문 240 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
농업용 생성형 AI 시장은 2024-2029년에 11억 8,330만 달러 증가하고, 예측기간 중 CAGR은 29.3%로 성장할 것으로 예측됩니다.
농업용 생성형 AI 시장의 전체적인 분석, 시장 규모·예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 다룬 벤더 분석 등을 게재하고 있습니다.
현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 시장은 농업의 생산성과 지속가능성 향상에 대한 전 세계적인 요구, 기초 AI 모델의 급속한 발전과 가용성 증가, 지능형 자동화 및 로봇공학을 통한 노동력 부족에 대한 대응 등이 원동력이 되고 있습니다.
시장 범위
기준연도
2025
종료연도
2029
예측 기간
2025-2029
성장 모멘텀
가속
전년대비
25%
CAGR
29.3%
증가액
11억 8,330만 달러
본 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.
이 보고서는 향후 수년간 농업 분야의 생성형 AI 시장 성장을 가속하는 주요 이유 중 하나로 초개인화된 제너레이티브 농학자의 부상을 꼽았습니다. 또한 생성적 물리적 자율성과 지능형 로봇 혁명, 예측 시뮬레이션 및 농업 디지털 트윈의 생성은 시장의 큰 수요로 이어질 것입니다.
목차
제1장 개요
시장 개요
제2장 Technavio 분석
가격·수명주기·고객 구입 바스켓·채택률·구입 기준의 분석
인풋의 중요성과 차별화의 요인
혼란의 요인
촉진요인과 과제의 영향
제3장 시장 구도
시장 에코시스템
시장의 특징
밸류체인 분석
제4장 시장 규모
시장의 정의
시장 부문 분석
시장 규모 2024
시장 전망 2024-2029
제5장 Five Forces 분석
Five Forces 요약
바이어의 교섭력
공급 기업의 교섭력
신규 진출업체의 위협
대체품의 위협
경쟁의 위협
시장 현황
제6장 시장 세분화 : 기술별
시장 부문
비교 : 기술별
기계학습 : 시장 규모와 예측 2024-2029
딥러닝 : 시장 규모와 예측 2024-2029
컴퓨터 비전 : 시장 규모와 예측 2024-2029
자연언어처리 : 시장 규모와 예측 2024-2029
로봇 공학 : 시장 규모와 예측 2024-2029
시장 기회 : 기술별
제7장 시장 세분화 : 용도별
시장 부문
비교 : 용도별
정밀농업 : 시장 규모와 예측 2024-2029
농업 로봇과 자동화 : 시장 규모와 예측 2024-2029
작물 관리 : 시장 규모와 예측 2024-2029
가축 관리 : 시장 규모와 예측 2024-2029
토양 분석 : 시장 규모와 예측 2024-2029
시장 기회 : 용도별
제8장 시장 세분화 : 배포별
시장 부문
비교 : 배포별
클라우드 기반 : 시장 규모와 예측 2024-2029
온프레미스 : 시장 규모와 예측 2024-2029
하이브리드 : 시장 규모와 예측 2024-2029
시장 기회 : 배포별
제9장 고객 상황
고객 상황 개요
제10장 지역별 상황
지역별 세분화
지역별 비교
북미 : 시장 규모와 예측 2024-2029
아시아태평양 : 시장 규모와 예측 2024-2029
유럽 : 시장 규모와 예측 2024-2029
남미 : 시장 규모와 예측 2024-2029
중동 및 아프리카 : 시장 규모와 예측 2024-2029
미국 : 시장 규모와 예측 2024-2029
중국 : 시장 규모와 예측 2024-2029
캐나다 : 시장 규모와 예측 2024-2029
인도 : 시장 규모와 예측 2024-2029
일본 : 시장 규모와 예측 2024-2029
독일 : 시장 규모와 예측 2024-2029
브라질 : 시장 규모와 예측 2024-2029
한국 : 시장 규모와 예측 2024-2029
영국 : 시장 규모와 예측 2024-2029
프랑스 : 시장 규모와 예측 2024-2029
시장 기회 : 지역 상황별
제11장 촉진요인·과제·기회·억제요인
시장 성장 촉진요인
시장이 해결해야 할 과제
촉진요인과 과제의 영향
시장의 기회·억제요인
제12장 경쟁 구도
개요
경쟁 구도
혼란 상황
업계의 리스크
제13장 경쟁 분석
기업 개요
기업 순위 지수
기업의 시장 포지셔닝
AAA Taranis Visual Ltd.
BASF Digital Farming GmbH
Bayer AG
Blue River Technology
Cropin Technology Solutions Pvt. Ltd.
Deere and Co.
Gamaya
Granular Inc.
International Business Machines Corp.
Microsoft Corp.
Plantix
PrecisionHawk Inc.
Syngenta Crop Protection AG
The Climate Corp.
Valmont Industries Inc.
제14장 부록
KSA
영문 목차
영문목차
The generative AI in agriculture market is forecasted to grow by USD 1,183.3 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.
Market Scope
Base Year
2025
End Year
2029
Series Year
2025-2029
Growth Momentum
Accelerate
YOY 2025
25%
CAGR
29.3%
Incremental Value
$1,183.3 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 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.
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 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
