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精密農業

市場調查報告書

商品編碼

1911257

2026-2030年全球農業分析市場

Global Agriculture Analytics Market 2026-2030

出版日期: 2026年01月14日 | 出版商:

TechNavio | 英文 310 Pages | 訂單完成後即時交付

價格

簡介目錄

全球農業分析市場預估2025年至2030年間成長16.517億美元，預測期內複合年成長率（CAGR）為13.6%。本報告對全球農業分析市場進行了全面分析，包括市場規模和預測、趨勢、成長要素和挑戰，以及對約25家公司的供應商分析。

該報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析，其促進因素包括先進技術的融合和日益成長的數據整合、全球糧食安全和環境永續性的雙重需求、積極的政府政策和戰略性公共投資。

本研究採用客觀的方法，結合一手和二手訊息，包括來自主要行業相關人員的意見。報告包含全面的市場規模數據、區域細分分析、供應商格局以及對主要企業的分析。報告提供歷史數據和預測數據。

市場覆蓋範圍
基準年	2026
年末	2030
預測期	2026-2030
成長勢頭	加速度
2026 年與前一年相比	13%
複合年成長率	13.6%
增量	16.517億美元

研究指出，從說明分析向預測性和指示性分析的演變是未來幾年推動全球農業分析市場成長的關鍵因素之一。此外，數據驅動的永續性和供應鏈可追溯性的主流化、平台整合以及互通性，預計也將為市場帶來巨大的需求。

市場區隔
比較：透過應用
精密農業：市場規模及預測（2025-2030年）
畜牧業：市場規模及預測（2025-2030 年）
水產養殖：市場規模及預測（2025-2030年）
垂直農業：市場規模及預測（2025-2030年）
其他：市場規模及2025-2030年預測
按應用分類的市場機會

第10章依部署方式進行市場區隔

市場區隔
比較：依部署方式
雲端：市場規模及預測（2025-2030 年）
本地部署：市場規模及預測（2025-2030 年）
按部署方式分類的市場機會

第11章客戶情況

客戶概覽

第12章區域情勢

區域細分
區域比較
北美：市場規模及預測（2025-2030 年）
歐洲：市場規模及2025-2030年預測
亞太地區：市場規模及預測（2025-2030年）
南美洲：市場規模及預測（2025-2030 年）
中東和非洲：市場規模及預測（2025-2030年）
各區域的市場機遇

第13章促進因素、挑戰與機遇

市場促進因素
市場挑戰
促進因素和挑戰的影響
市場機遇

第14章競爭格局

概述
競爭格局
令人困惑的局面
產業風險

第15章競爭分析

公司簡介
企業排名指數
公司市場定位
AAA Taranis Visual Ltd.
Accenture PLC
AGCO Corp.
Bayer AG
Corteva Inc.
Deere and Co.
Farmers Edge Inc.
IBM Corp.
Microsoft Corp.
Oracle Corp.
SAP SE
Trimble Inc.
Vistex Inc.
Wipro Ltd.
Xylem Inc.

第16章附錄

簡介目錄

Product Code: IRTNTR80113

The global agriculture analytics market is forecasted to grow by USD 1651.7 mn during 2025-2030, accelerating at a CAGR of 13.6% during the forecast period. The report on the global agriculture analytics 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 convergence of advanced technologies and enhanced data integration, dual imperatives of global food security and environmental sustainability, proactive government policies and strategic public investment.

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.

Market Scope
Base Year	2026
End Year	2030
Series Year	2026-2030
Growth Momentum	Accelerate
YOY 2026	13%
CAGR	13.6%
Incremental Value	$1651.7 mn

Technavio's global agriculture analytics market is segmented as below:

By Type

Solutions
Services

By Application

Precision farming
Livestock farming
Aquaculture farming
Vertical farming
Others

By Deployment

Cloud based
On premises

Geography

North America
- US
- Canada
- Mexico
Europe
- Germany
- UK
- France
- Italy
- The Netherlands
- Spain
APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
South America
- Brazil
- Argentina
- Colombia
Middle East and Africa
- UAE
- South Africa
- Turkey
Rest of World (ROW)

This study identifies the evolution from descriptive to predictive and prescriptive analytics as one of the prime reasons driving the global agriculture analytics market growth during the next few years. Also, mainstreaming of data driven sustainability and supply chain traceability and platform consolidation and drive for interoperability will lead to sizable demand in the market.

The report on the global agriculture analytics market covers the following areas:

Global agriculture analytics market sizing
Global agriculture analytics market forecast
Global agriculture analytics 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 global agriculture analytics market vendors that include A.A.A Taranis Visual Ltd., Accenture PLC, AGCO Corp., Agribotix, Bayer AG, Conservis Corp., Corteva Inc., Cropin Technology, Deere and Co., Farmers Edge Inc., IBM Corp., Iteris Inc., Microsoft Corp., Oracle Corp., PrecisionHawk Inc., SAP SE, Trimble Inc., Vistex Inc., Wipro Ltd., Xylem Inc.. Also, the global agriculture analytics 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 Geography
- Executive Summary - Chart on Market Segmentation by Type
- 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
- Chart on Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Chart on Overview on factors of disruption
2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2025 and 2030

3 Market Landscape

3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Chart on Market characteristics analysis
3.3 Value chain analysis
- Chart on Value chain analysis

4 Market Sizing

4.1 Market definition
- Data Table on Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2025
4.4 Market outlook: Forecast for 2025-2030
- Chart on Global - Market size and forecast 2025-2030 ($ million)
- Data Table on Global - Market size and forecast 2025-2030 ($ million)
- Chart on Global Market: Year-over-year growth 2025-2030 (%)
- Data Table on Global Market: Year-over-year growth 2025-2030 (%)

5 Historic Market Size

5.1 Global Agriculture Analytics Market 2020 - 2024
- Historic Market Size - Data Table on Global Agriculture Analytics Market 2020 - 2024 ($ million)
5.2 Type segment analysis 2020 - 2024
- Historic Market Size - Type Segment 2020 - 2024 ($ million)
5.3 Application segment analysis 2020 - 2024
- Historic Market Size - Application Segment 2020 - 2024 ($ million)
5.4 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
5.6 Country segment analysis 2020 - 2024
- Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

6.1 The AI impact on global agriculture analytics market

7 Five Forces Analysis

7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
7.7 Market condition
- Chart on Market condition - Five forces 2025 and 2030

8 Market Segmentation by Type

8.1 Market segments
- Chart on Type - Market share 2025-2030 (%)
- Data Table on Type - Market share 2025-2030 (%)
8.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
8.3 Solutions - Market size and forecast 2025-2030
- Chart on Solutions - Market size and forecast 2025-2030 ($ million)
- Data Table on Solutions - Market size and forecast 2025-2030 ($ million)
- Chart on Solutions - Year-over-year growth 2025-2030 (%)
- Data Table on Solutions - Year-over-year growth 2025-2030 (%)
8.4 Services - Market size and forecast 2025-2030
- Chart on Services - Market size and forecast 2025-2030 ($ million)
- Data Table on Services - Market size and forecast 2025-2030 ($ million)
- Chart on Services - Year-over-year growth 2025-2030 (%)
- Data Table on Services - Year-over-year growth 2025-2030 (%)
8.5 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)

9 Market Segmentation by Application

9.1 Market segments
- Chart on Application - Market share 2025-2030 (%)
- Data Table on Application - Market share 2025-2030 (%)
9.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
9.3 Precision farming - Market size and forecast 2025-2030
- Chart on Precision farming - Market size and forecast 2025-2030 ($ million)
- Data Table on Precision farming - Market size and forecast 2025-2030 ($ million)
- Chart on Precision farming - Year-over-year growth 2025-2030 (%)
- Data Table on Precision farming - Year-over-year growth 2025-2030 (%)
9.4 Livestock farming - Market size and forecast 2025-2030
- Chart on Livestock farming - Market size and forecast 2025-2030 ($ million)
- Data Table on Livestock farming - Market size and forecast 2025-2030 ($ million)
- Chart on Livestock farming - Year-over-year growth 2025-2030 (%)
- Data Table on Livestock farming - Year-over-year growth 2025-2030 (%)
9.5 Aquaculture farming - Market size and forecast 2025-2030
- Chart on Aquaculture farming - Market size and forecast 2025-2030 ($ million)
- Data Table on Aquaculture farming - Market size and forecast 2025-2030 ($ million)
- Chart on Aquaculture farming - Year-over-year growth 2025-2030 (%)
- Data Table on Aquaculture farming - Year-over-year growth 2025-2030 (%)
9.6 Vertical farming - Market size and forecast 2025-2030
- Chart on Vertical farming - Market size and forecast 2025-2030 ($ million)
- Data Table on Vertical farming - Market size and forecast 2025-2030 ($ million)
- Chart on Vertical farming - Year-over-year growth 2025-2030 (%)
- Data Table on Vertical farming - Year-over-year growth 2025-2030 (%)
9.7 Others - Market size and forecast 2025-2030
- Chart on Others - Market size and forecast 2025-2030 ($ million)
- Data Table on Others - Market size and forecast 2025-2030 ($ million)
- Chart on Others - Year-over-year growth 2025-2030 (%)
- Data Table on Others - Year-over-year growth 2025-2030 (%)
9.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)

10 Market Segmentation by Deployment

10.1 Market segments
- Chart on Deployment - Market share 2025-2030 (%)
- Data Table on Deployment - Market share 2025-2030 (%)
10.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
10.3 Cloud based - Market size and forecast 2025-2030
- Chart on Cloud based - Market size and forecast 2025-2030 ($ million)
- Data Table on Cloud based - Market size and forecast 2025-2030 ($ million)
- Chart on Cloud based - Year-over-year growth 2025-2030 (%)
- Data Table on Cloud based - Year-over-year growth 2025-2030 (%)
10.4 On premises - Market size and forecast 2025-2030
- Chart on On premises - Market size and forecast 2025-2030 ($ million)
- Data Table on On premises - Market size and forecast 2025-2030 ($ million)
- Chart on On premises - Year-over-year growth 2025-2030 (%)
- Data Table on On premises - Year-over-year growth 2025-2030 (%)
10.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)

11 Customer Landscape

11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

12.1 Geographic segmentation
- Chart on Market share by geography 2025-2030 (%)
- Data Table on Market share by geography 2025-2030 (%)
12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
12.3 North America - Market size and forecast 2025-2030
- Chart on North America - Market size and forecast 2025-2030 ($ million)
- Data Table on North America - Market size and forecast 2025-2030 ($ million)
- Chart on North America - Year-over-year growth 2025-2030 (%)
- Data Table on North America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 12.3.1 US - Market size and forecast 2025-2030
  - Chart on US - Market size and forecast 2025-2030 ($ million)
  - Data Table on US - Market size and forecast 2025-2030 ($ million)
  - Chart on US - Year-over-year growth 2025-2030 (%)
  - Data Table on US - Year-over-year growth 2025-2030 (%)
- 12.3.2 Canada - Market size and forecast 2025-2030
  - Chart on Canada - Market size and forecast 2025-2030 ($ million)
  - Data Table on Canada - Market size and forecast 2025-2030 ($ million)
  - Chart on Canada - Year-over-year growth 2025-2030 (%)
  - Data Table on Canada - Year-over-year growth 2025-2030 (%)
- 12.3.3 Mexico - Market size and forecast 2025-2030
  - Chart on Mexico - Market size and forecast 2025-2030 ($ million)
  - Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
  - Chart on Mexico - Year-over-year growth 2025-2030 (%)
  - Data Table on Mexico - Year-over-year growth 2025-2030 (%)
12.4 Europe - Market size and forecast 2025-2030
- Chart on Europe - Market size and forecast 2025-2030 ($ million)
- Data Table on Europe - Market size and forecast 2025-2030 ($ million)
- Chart on Europe - Year-over-year growth 2025-2030 (%)
- Data Table on Europe - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 12.4.1 Germany - Market size and forecast 2025-2030
  - Chart on Germany - Market size and forecast 2025-2030 ($ million)
  - Data Table on Germany - Market size and forecast 2025-2030 ($ million)
  - Chart on Germany - Year-over-year growth 2025-2030 (%)
  - Data Table on Germany - Year-over-year growth 2025-2030 (%)
- 12.4.2 UK - Market size and forecast 2025-2030
  - Chart on UK - Market size and forecast 2025-2030 ($ million)
  - Data Table on UK - Market size and forecast 2025-2030 ($ million)
  - Chart on UK - Year-over-year growth 2025-2030 (%)
  - Data Table on UK - Year-over-year growth 2025-2030 (%)
- 12.4.3 France - Market size and forecast 2025-2030
  - Chart on France - Market size and forecast 2025-2030 ($ million)
  - Data Table on France - Market size and forecast 2025-2030 ($ million)
  - Chart on France - Year-over-year growth 2025-2030 (%)
  - Data Table on France - Year-over-year growth 2025-2030 (%)
- 12.4.4 Italy - Market size and forecast 2025-2030
  - Chart on Italy - Market size and forecast 2025-2030 ($ million)
  - Data Table on Italy - Market size and forecast 2025-2030 ($ million)
  - Chart on Italy - Year-over-year growth 2025-2030 (%)
  - Data Table on Italy - Year-over-year growth 2025-2030 (%)
- 12.4.5 The Netherlands - Market size and forecast 2025-2030
  - Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
  - Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
  - Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
  - Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
- 12.4.6 Spain - Market size and forecast 2025-2030
  - Chart on Spain - Market size and forecast 2025-2030 ($ million)
  - Data Table on Spain - Market size and forecast 2025-2030 ($ million)
  - Chart on Spain - Year-over-year growth 2025-2030 (%)
  - Data Table on Spain - Year-over-year growth 2025-2030 (%)
12.5 APAC - Market size and forecast 2025-2030
- Chart on APAC - Market size and forecast 2025-2030 ($ million)
- Data Table on APAC - Market size and forecast 2025-2030 ($ million)
- Chart on APAC - Year-over-year growth 2025-2030 (%)
- Data Table on APAC - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 12.5.1 China - Market size and forecast 2025-2030
  - Chart on China - Market size and forecast 2025-2030 ($ million)
  - Data Table on China - Market size and forecast 2025-2030 ($ million)
  - Chart on China - Year-over-year growth 2025-2030 (%)
  - Data Table on China - Year-over-year growth 2025-2030 (%)
- 12.5.2 Japan - Market size and forecast 2025-2030
  - Chart on Japan - Market size and forecast 2025-2030 ($ million)
  - Data Table on Japan - Market size and forecast 2025-2030 ($ million)
  - Chart on Japan - Year-over-year growth 2025-2030 (%)
  - Data Table on Japan - Year-over-year growth 2025-2030 (%)
- 12.5.3 India - Market size and forecast 2025-2030
  - Chart on India - Market size and forecast 2025-2030 ($ million)
  - Data Table on India - Market size and forecast 2025-2030 ($ million)
  - Chart on India - Year-over-year growth 2025-2030 (%)
  - Data Table on India - Year-over-year growth 2025-2030 (%)
- 12.5.4 South Korea - Market size and forecast 2025-2030
  - Chart on South Korea - Market size and forecast 2025-2030 ($ million)
  - Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
  - Chart on South Korea - Year-over-year growth 2025-2030 (%)
  - Data Table on South Korea - Year-over-year growth 2025-2030 (%)
- 12.5.5 Australia - Market size and forecast 2025-2030
  - Chart on Australia - Market size and forecast 2025-2030 ($ million)
  - Data Table on Australia - Market size and forecast 2025-2030 ($ million)
  - Chart on Australia - Year-over-year growth 2025-2030 (%)
  - Data Table on Australia - Year-over-year growth 2025-2030 (%)
- 12.5.6 Indonesia - Market size and forecast 2025-2030
  - Chart on Indonesia - Market size and forecast 2025-2030 ($ million)
  - Data Table on Indonesia - Market size and forecast 2025-2030 ($ million)
  - Chart on Indonesia - Year-over-year growth 2025-2030 (%)
  - Data Table on Indonesia - Year-over-year growth 2025-2030 (%)
12.6 South America - Market size and forecast 2025-2030
- Chart on South America - Market size and forecast 2025-2030 ($ million)
- Data Table on South America - Market size and forecast 2025-2030 ($ million)
- Chart on South America - Year-over-year growth 2025-2030 (%)
- Data Table on South America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 12.6.1 Brazil - Market size and forecast 2025-2030
  - Chart on Brazil - Market size and forecast 2025-2030 ($ million)
  - Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
  - Chart on Brazil - Year-over-year growth 2025-2030 (%)
  - Data Table on Brazil - Year-over-year growth 2025-2030 (%)
- 12.6.2 Argentina - Market size and forecast 2025-2030
  - Chart on Argentina - Market size and forecast 2025-2030 ($ million)
  - Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
  - Chart on Argentina - Year-over-year growth 2025-2030 (%)
  - Data Table on Argentina - Year-over-year growth 2025-2030 (%)
- 12.6.3 Colombia - Market size and forecast 2025-2030
- Chart on Colombia - Market size and forecast 2025-2030 ($ million)
- Data Table on Colombia - Market size and forecast 2025-2030 ($ million)
- Chart on Colombia - Year-over-year growth 2025-2030 (%)
- Data Table on Colombia - Year-over-year growth 2025-2030 (%)
12.7 Middle East and Africa - Market size and forecast 2025-2030
- Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 12.7.1 Saudi Arabia - Market size and forecast 2025-2030
  - Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
  - Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
  - Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
  - Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- 12.7.2 UAE - Market size and forecast 2025-2030
  - Chart on UAE - Market size and forecast 2025-2030 ($ million)
  - Data Table on UAE - Market size and forecast 2025-2030 ($ million)
  - Chart on UAE - Year-over-year growth 2025-2030 (%)
  - Data Table on UAE - Year-over-year growth 2025-2030 (%)
- 12.7.3 South Africa - Market size and forecast 2025-2030
  - Chart on South Africa - Market size and forecast 2025-2030 ($ million)
  - Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
  - Chart on South Africa - Year-over-year growth 2025-2030 (%)
  - Data Table on South Africa - Year-over-year growth 2025-2030 (%)
- 12.7.4 Israel - Market size and forecast 2025-2030
  - Chart on Israel - Market size and forecast 2025-2030 ($ million)
  - Data Table on Israel - Market size and forecast 2025-2030 ($ million)
  - Chart on Israel - Year-over-year growth 2025-2030 (%)
  - Data Table on Israel - Year-over-year growth 2025-2030 (%)
- 12.7.5 Turkey - Market size and forecast 2025-2030
  - Chart on Turkey - Market size and forecast 2025-2030 ($ million)
  - Data Table on Turkey - Market size and forecast 2025-2030 ($ million)
  - Chart on Turkey - Year-over-year growth 2025-2030 (%)
  - Data Table on Turkey - Year-over-year growth 2025-2030 (%)
12.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

13.1 Market drivers
- Convergence of advanced technologies and enhanced data integration
- Dual imperatives of global food security and environmental sustainability
- Proactive government policies and strategic public investment
13.2 Market challenges
- High implementation costs and uncertain return on investment
- Data fragmentation and lack of interoperability
- Persistent digital divide and agricultural skills gap
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
13.4 Market opportunities
- Evolution from descriptive to predictive and prescriptive analytics
- Mainstreaming of data driven sustainability and supply chain traceability
- Platform consolidation and drive for interoperability

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 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
15.5 Accenture PLC
- Accenture PLC - Overview
- Accenture PLC - Business segments
- Accenture PLC - Key news
- Accenture PLC - Key offerings
- Accenture PLC - Segment focus
- SWOT
15.6 AGCO Corp.
- AGCO Corp. - Overview
- AGCO Corp. - Business segments
- AGCO Corp. - Key news
- AGCO Corp. - Key offerings
- AGCO Corp. - Segment focus
- SWOT
15.7 Bayer AG
- Bayer AG - Overview
- Bayer AG - Business segments
- Bayer AG - Key news
- Bayer AG - Key offerings
- Bayer AG - Segment focus
- SWOT
15.8 Corteva Inc.
- Corteva Inc. - Overview
- Corteva Inc. - Business segments
- Corteva Inc. - Key news
- Corteva Inc. - Key offerings
- Corteva Inc. - Segment focus
- SWOT
15.9 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
15.10 Farmers Edge Inc.
- Farmers Edge Inc. - Overview
- Farmers Edge Inc. - Product / Service
- Farmers Edge Inc. - Key offerings
- SWOT
15.11 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
15.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
15.13 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
15.14 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
15.15 Trimble Inc.
- Trimble Inc. - Overview
- Trimble Inc. - Business segments
- Trimble Inc. - Key news
- Trimble Inc. - Key offerings
- Trimble Inc. - Segment focus
- SWOT
15.16 Vistex Inc.
- Vistex Inc. - Overview
- Vistex Inc. - Product / Service
- Vistex Inc. - Key offerings
- SWOT
15.17 Wipro Ltd.
- Wipro Ltd. - Overview
- Wipro Ltd. - Business segments
- Wipro Ltd. - Key news
- Wipro Ltd. - Key offerings
- Wipro Ltd. - Segment focus
- SWOT
15.18 Xylem Inc.
- Xylem Inc. - Overview
- Xylem Inc. - Business segments
- Xylem Inc. - Key news
- Xylem Inc. - Key offerings
- Xylem Inc. - Segment focus
- SWOT

16 Appendix

16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations