Generative AI in Agriculture Market, By Offering, By Application, By End User, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2026-2033

Description

Generative AI in Agriculture Market size was valued at US$ 350.8 Million in 2025, expanding at a CAGR of 29.1% from 2026 to 2033.

Agricultural generative AI is the use of artificial intelligence that generate insights, predictions, simulations, and recommendations in order to optimize the operations of farms. The technology utilizes the power of large language models (LLMs), machine learning algorithms, computer vision, geospatial analytics, and farm data generated by IoT to help farms make informed decisions during crop planning, precision farming, irrigation management, monitoring livestock, optimizing supply chains, and adhering to regulations. With the help of generative AI, farmers will be able to automate agronomical recommendations, monitor weather and soil conditions, use their resources efficiently, and increase the efficiency of their farms while practicing sustainable agriculture. Market growth is driven by increased adoption of digital agriculture, increased usage of smart farming technologies, increased need for food security, and continued investment in AI-based agriculture solutions. Moreover, cloud computing, satellite images, drones, and connected farm equipment further drive the adoption of generative AI solutions.

Generative AI in Agriculture Market- Market Dynamics

Rising Global Food Demand and Adoption of Digital Agriculture to Drive Market Growth

Increasing demand for food production along with rapid adoption of digital agriculture technologies is the major driver in the Generative AI in Agriculture Market. There is an increasing usage of generative AI by farmers as well as agriculture business to facilitate crop planning, automation of agronomy recommendation, improving irrigation management, monitoring of crops, and making better decisions with the help of real-time data about the weather, soil, and satellite data. These AI platforms are help to cut down on costs of inputs, optimize resource use, and also facilitate sustainable farming practices. The Food and Agriculture Organization (FAO) states that food production needs to rise by 70% until 2050 to cater to the requirement of around 9.1 billion people that will be living in the world during that time. Growing demand is leading to increased investments in precision agriculture, artificial intelligence, and smart farming technologies. Moreover, there is consistent promotion from USDA regarding the usage of digital agriculture and precision farming technologies in agriculture. With increasing government and agribusiness spending in AI-based farm management systems, predictive analytics, and intelligent decision support systems, demand for generative AI solutions is expected to rise significantly during the forecast period.

Generative AI in Agriculture Market- Segmentation Analysis:

The Global Generative AI in Agriculture Market is segmented on the basis of Offering, Application, End User, and Region.

In the Generative AI in Agriculture Market, in terms of Offering, Software holds the major market share due to the rising popularity of cloud, on-premise, and hybrid AI solutions used for intelligent farm management, crop monitoring, predictive analytics, and decision automation. AI software allows farms to optimize crop planning, analyze the climate and soil conditions, recommend agronomic practices and manage resources better. For example, in March 2025, BASF and Agmatix have established a partnership for developing an AI-driven digital platform to detect and predict the presence of Soybean Cyst Nematode (SCN). It uses Agmatix's AI engine Axiom to convert agronomic data into standard information, helping farmers to make well-informed decisions and avoid yield losses. At the same time, the market share of the Services category shows a stable increase since agricultural enterprises need consulting and assistance in implementing, integrating, and maintaining AI-based solutions in farming businesses.

In Application Crop Planning & Management occupies a notable market share because of the growing demand for AI-based crop recommendations, yield forecasting, and disease predictions. It is anticipated that there will be a marked rise in Precision Farming due to AI-powered analytics that would optimize the use of fertilizers, irrigation, and pests' control. Farm Advisory & Decision Support, Irrigation & Water Management, Livestock Management, and Agricultural Supply Chain Optimization are also becoming popular with the adoption of connected farming technology. In terms of End Users, Agribusiness Companies occupy the largest market share as a result of substantial investments into AI-based farm management and digital agriculture solutions, whereas Farmers adopt generative AI solutions at a fast pace to increase efficiency and cut down costs.

Generative AI in Agriculture Market- Geographical Insights

In the Generative AI in Agriculture Market, North America dominates the global market in terms of the highest market share due to the rapid penetration of precision agriculture, digital farming technologies, cloud computing, and AI into the agricultural sector. Favorable conditions are created by the high level of government involvement, research activities, and AI/agritech giants in the region. Based on the data published by the U.S. Department of Agriculture (USDA), 27% of all farms in the United States used precision agriculture technologies for one or more crops in 2023, and the percentage is steadily rising due to the use of data-driven methods that help to become more productive.

Europe is yet another major market with substantial investments being made in technologies such as digital agriculture, sustainable agriculture programs, and artificial intelligence. The Common Agricultural Policy (CAP) from 2021 to 2027, as announced by the European Commission, includes funding worth €387 billion for supporting farmers' incomes along with €95.5 billion for rural development, climate action, environmental protection, and modernization of farms. This has resulted in the rapid adoption of various smart farming technologies and AI-based advisory tools, thus providing conducive environment for the Generative AI in Agriculture Market.

Generative AI in Agriculture Market- Competitive Landscape:

The Generative AI in Agriculture Market competitive landscape comprises global technology players, agritech companies, cloud service companies, and providers of precision agriculture solutions based on artificial intelligence. Major companies include Microsoft Corporation, Google LLC, IBM Corporation, Bayer AG, Corteva Agriscience, Syngenta Group, Deere & Company, Trimble Inc., BASF Digital Farming GmbH, and The Climate Corporation, among others that occupy strong market positions thanks to collaborations, cloud-based AI solutions, and constant investment in digital agriculture. Thus, for example, Microsoft, together with Bayer Crop Science and EY, created a generative AI agronomy assistant that uses Azure OpenAI Service and enables agronomists to gain information about crop health, agronomy advice, and product information via natural language. Companies are enhancing their market positions owing to innovation in AI, precision agriculture solutions, satellite analytics, IoT integration, and other factors that enable the digitalization of global agriculture.

Recent Developments:

In January 2026, Syngenta partnered with SAP to accelerate AI-assisted agriculture by integrating AI-driven capabilities across its global operations. The collaboration modernized manufacturing, supply chain, and grower-facing services through SAP Cloud ERP Private solutions, enhancing data-driven decision-making, operational efficiency, scalability, and innovation while strengthening Syngenta's agricultural technology leadership.

In February 2025, Bayer Crop Science, in collaboration with EY and Microsoft, developed a generative AI-powered agronomy assistant using Azure OpenAI Service, Azure AI Search, and Azure Data Manager for Agriculture. The solution enabled farmers to access crop health and agronomy insights through natural language queries, improving decision-making and agricultural productivity.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Microsoft Corporation
OpenAI
Anthropic
Agmatix
Google LLC
IBM Corporation
Bayer AG (Climate FieldView(TM))
Corteva Agriscience
Syngenta Group
BASF Digital Farming GmbH (xarvio(R))
Deere & Company
Trimble Inc.
AGCO Corporation
CNH Industrial N.V.
Farmers Edge Inc.
CropX Technologies Ltd.
Taranis Visual Ltd.
Planet Labs PBC
Granular, Inc.
Prospera Technologies Ltd.
Arable Labs, Inc.
OneSoil
SAP SE
Amazon Web Services, Inc. (AWS)
Oracle Corporation
NVIDIA Corporation
Accenture plc
Deloitte Touche Tohmatsu Limited
Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY OFFERING- MARKET ANALYSIS, 2020 - 2033

Software
Cloud
On-Premises
Hybrid
Services

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY APPLICATION- MARKET ANALYSIS, 2020 - 2033

Crop Planning & Management
Precision Farming
Farm Advisory & Decision Support
Irrigation & Water Management
Livestock Management
Agricultural Supply Chain Optimization
Farm Documentation & Compliance
Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY END USER- MARKET ANALYSIS, 2020 - 2033

Farmers
Agribusiness Companies
Agricultural Research Institutes
Government & Regulatory Organizations
Others

GLOBAL GENERATIVE AI IN AGRICULTURE MARKET, BY REGION- MARKET ANALYSIS, 2020 - 2033

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
The Netherlands
Sweden
Russia
Poland
Denmark
Rest of Europe
Asia Pacific
China
India
Japan
South Korea
Australia
Indonesia
Thailand
Philippines
Taiwan
Vietnam
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
UAE
Israel
Turkey
Algeria
Egypt
Iran
Qatar
Rest of MEA

Product Code: ANV7070

1. Generative AI in Agriculture Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Generative AI in Agriculture Market Snippet by Offering
- 2.1.2. Generative AI in Agriculture Market Snippet by Application
- 2.1.3. Generative AI in Agriculture Market Snippet by End User
- 2.1.4. Generative AI in Agriculture Market Snippet by Country
- 2.1.5. Generative AI in Agriculture Market Snippet by Region
2.2. Competitive Insights

3. Generative AI in Agriculture Key Market Trends

3.1. Generative AI in Agriculture Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Generative AI in Agriculture Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Generative AI in Agriculture Market Opportunities
3.4. Generative AI in Agriculture Market Future Trends

4. Generative AI in Agriculture Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Generative AI in Agriculture Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. Generative AI in Agriculture Market Landscape

6.1. Generative AI in Agriculture Market Share Analysis, 2025
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Generative AI in Agriculture Market - By Offering

7.1. Overview
- 7.1.1. Segment Share Analysis, By Offering, 2025 & 2033 (%)
- 7.1.2. Software
- 7.1.3. Services

8. Generative AI in Agriculture Market - By Application

8.1. Overview
- 8.1.1. Segment Share Analysis, By Application, 2025 & 2033 (%)
- 8.1.2. Crop Planning & Management
- 8.1.3. Precision Farming
- 8.1.4. Farm Advisory & Decision Support
- 8.1.5. Irrigation & Water Management
- 8.1.6. Livestock Management
- 8.1.7. Agricultural Supply Chain Optimization
- 8.1.8. Farm Documentation & Compliance
- 8.1.9. Others

9. Generative AI in Agriculture Market - By End User

9.1. Overview
- 9.1.1. Segment Share Analysis, By End User, 2025 & 2033 (%)
- 9.1.2. Farmers
- 9.1.3. Agribusiness Companies
- 9.1.4. Agricultural Research Institutes
- 9.1.5. Government & Regulatory Organizations
- 9.1.6. Others

10. Generative AI in Agriculture Market- By Geography

10.1. Introduction
- 10.1.1. Segment Share Analysis, By Geography, 2025 & 2033 (%)
10.2. North America
- 10.2.1. Overview
- 10.2.2. Generative AI in Agriculture Key Manufacturers in North America
- 10.2.3. North America Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
- 10.2.4. North America Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
- 10.2.5. North America Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
- 10.2.6. North America Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.2.7. U.S.
  - 10.2.7.1. Overview
  - 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.2.7.3. U.S. Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.2.7.4. U.S. Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.2.7.5. U.S. Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.2.8. Canada
  - 10.2.8.1. Overview
  - 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.2.8.3. Canada Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.2.8.4. Canada Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.2.8.5. Canada Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
10.3. Europe
- 10.3.1. Overview
- 10.3.2. Generative AI in Agriculture Key Manufacturers in Europe
- 10.3.3. Europe Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
- 10.3.4. Europe Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
- 10.3.5. Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
- 10.3.6. Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.7. Germany
  - 10.3.7.1. Overview
  - 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.7.3. Germany Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.7.4. Germany Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.7.5. Germany Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.8. UK
  - 10.3.8.1. Overview
  - 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.8.3. UK Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.8.4. UK Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.8.5. UK Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.9. France
  - 10.3.9.1. Overview
  - 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.9.3. France Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.9.4. France Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.9.5. France Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.10. Italy
  - 10.3.10.1. Overview
  - 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.10.3. Italy Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.10.4. Italy Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.10.5. Italy Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.11. Spain
  - 10.3.11.1. Overview
  - 10.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.11.3. Spain Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.11.4. Spain Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.11.5. Spain Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.12. The Netherlands
  - 10.3.12.1. Overview
  - 10.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.12.3. The Netherlands Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.12.4. The Netherlands Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.12.5. The Netherlands Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.13. Sweden
  - 10.3.13.1. Overview
  - 10.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.13.3. Sweden Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.13.4. Sweden Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.13.5. Sweden Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.14. Russia
  - 10.3.14.1. Overview
  - 10.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.14.3. Russia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.14.4. Russia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.14.5. Russia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.15. Poland
  - 10.3.15.1. Overview
  - 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.15.3. Poland Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.15.4. Poland Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.15.5. Poland Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.16. Denmark
  - 10.3.16.1. Overview
  - 10.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.16.3. Denmark Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.16.4. Denmark Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.16.5. Denmark Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.3.17. Rest of Europe
  - 10.3.17.1. Overview
  - 10.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.3.17.3. Rest of the Europe Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.3.17.4. Rest of the Europe Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.3.17.5. Rest of the Europe Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
10.4. Asia Pacific (APAC)
- 10.4.1. Overview
- 10.4.2. Generative AI in Agriculture Key Manufacturers in Asia Pacific
- 10.4.3. APAC Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
- 10.4.4. APAC Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
- 10.4.5. APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
- 10.4.6. APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.7. China
  - 10.4.7.1. Overview
  - 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.7.3. China Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.7.4. China Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.7.5. China Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.8. India
  - 10.4.8.1. Overview
  - 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.8.3. India Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.8.4. India Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.8.5. India Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.9. Japan
  - 10.4.9.1. Overview
  - 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.9.3. Japan Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.9.4. Japan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.9.5. Japan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.10. South Korea
  - 10.4.10.1. Overview
  - 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.10.3. South Korea Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.10.4. South Korea Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.10.5. South Korea Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.11. Australia
  - 10.4.11.1. Overview
  - 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.11.3. Australia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.11.4. Australia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.11.5. Australia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.12. Indonesia
  - 10.4.12.1. Overview
  - 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.12.3. Indonesia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.12.4. Indonesia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.12.5. Indonesia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.13. Thailand
  - 10.4.13.1. Overview
  - 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.13.3. Thailand Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.13.4. Thailand Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.13.5. Thailand Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.14. Philippines
  - 10.4.14.1. Overview
  - 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.14.3. Philippines Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.14.4. Philippines Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.14.5. Philippines Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.15. Taiwan
  - 10.4.15.1. Overview
  - 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.15.3. Taiwan Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.15.4. Taiwan Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.15.5. Taiwan Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.16. Vietnam
  - 10.4.16.1. Overview
  - 10.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.16.3. Vietnam Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.16.4. Vietnam Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.16.5. Vietnam Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.4.17. Rest of APAC
  - 10.4.17.1. Overview
  - 10.4.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.4.17.3. Rest of APAC Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.4.17.4. Rest of APAC Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.4.17.5. Rest of APAC Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
10.5. Latin America (LATAM)
- 10.5.1. Overview
- 10.5.2. Generative AI in Agriculture Key Manufacturers in Latin America
- 10.5.3. LATAM Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
- 10.5.4. LATAM Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
- 10.5.5. LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
- 10.5.6. LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.5.7. Brazil
  - 10.5.7.1. Overview
  - 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.5.7.3. Brazil Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.5.7.4. Brazil Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.5.7.5. Brazil Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.5.8. Mexico
  - 10.5.8.1. Overview
  - 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.5.8.3. Mexico Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.5.8.4. Mexico Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.5.8.5. Mexico Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.5.9. Argentina
  - 10.5.9.1. Overview
  - 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.5.9.3. Argentina Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.5.9.4. Argentina Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.5.9.5. Argentina Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.5.10. Colombia
  - 10.5.10.1. Overview
  - 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.5.10.3. Colombia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.5.10.4. Colombia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.5.10.5. Colombia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.5.11. Rest of LATAM
  - 10.5.11.1. Overview
  - 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.5.11.3. Rest of LATAM Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
10.6. Middle East and Africa (MEA)
- 10.6.1. Overview
- 10.6.2. Generative AI in Agriculture Key Manufacturers in Middle East and Africa
- 10.6.3. MEA Market Size and Forecast, By Country, 2020 - 2033 (US$ Million)
- 10.6.4. MEA Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
- 10.6.5. MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
- 10.6.6. MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.7. Saudi Arabia
  - 10.6.7.1. Overview
  - 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.7.3. Saudi Arabia Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.8. UAE
  - 10.6.8.1. Overview
  - 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.8.3. UAE Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.8.4. UAE Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.8.5. UAE Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.9. Israel
  - 10.6.9.1. Overview
  - 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.9.3. Israel Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.9.4. Israel Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.9.5. Israel Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.10. Turkey
  - 10.6.10.1. Overview
  - 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.10.3. Turkey Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.10.4. Turkey Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.10.5. Turkey Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.11. Algeria
  - 10.6.11.1. Overview
  - 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.11.3. Algeria Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.11.4. Algeria Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.11.5. Algeria Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.12. Egypt
  - 10.6.12.1. Overview
  - 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.12.3. Egypt Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.12.4. Egypt Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.12.5. Egypt Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.13. Iran
  - 10.6.13.1. Overview
  - 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.13.3. Iran Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.13.4. Iran Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.13.5. Iran Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.14. Qatar
  - 10.6.14.1. Overview
  - 10.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.14.3. Qatar Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.14.4. Qatar Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.14.5. Qatar Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)
- 10.6.15. Rest of MEA
  - 10.6.15.1. Overview
  - 10.6.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2020 - 2033, (US$ Million)
  - 10.6.15.3. Rest of MEA Market Size and Forecast, By Offering, 2020 - 2033 (US$ Million)
  - 10.6.15.4. Rest of MEA Market Size and Forecast, By Application, 2020 - 2033 (US$ Million)
  - 10.6.15.5. Rest of MEA Market Size and Forecast, By End User, 2020 - 2033 (US$ Million)

11. Key Vendor Analysis- Generative AI in Agriculture Industry

11.1. Competitive Benchmarking
- 11.1.1. Competitive Dashboard
- 11.1.2. Competitive Positioning
11.2. Company Profiles
- 11.2.1. Microsoft Corporation
- 11.2.2. OpenAI
- 11.2.3. Anthropic
- 11.2.4. Agmatix
- 11.2.5. Google LLC
- 11.2.6. IBM Corporation
- 11.2.7. Bayer AG (Climate FieldView(TM))
- 11.2.8. Corteva Agriscience
- 11.2.9. Syngenta Group
- 11.2.10. BASF Digital Farming GmbH (xarvio(R))
- 11.2.11. Deere & Company
- 11.2.12. Trimble Inc.
- 11.2.13. AGCO Corporation
- 11.2.14. CNH Industrial N.V.
- 11.2.15. Farmers Edge Inc.
- 11.2.16. CropX Technologies Ltd.
- 11.2.17. Taranis Visual Ltd.
- 11.2.18. Planet Labs PBC
- 11.2.19. Granular, Inc.
- 11.2.20. Prospera Technologies Ltd.
- 11.2.21. Arable Labs, Inc.
- 11.2.22. OneSoil
- 11.2.23. SAP SE
- 11.2.24. Amazon Web Services, Inc. (AWS)
- 11.2.25. Oracle Corporation
- 11.2.26. NVIDIA Corporation
- 11.2.27. Accenture plc
- 11.2.28. Deloitte Touche Tohmatsu Limited
- 11.2.29. Others

12. 360 Degree AnalystView

13. Appendix

13.1. Research Methodology
13.2. References
13.3. Abbreviations
13.4. Disclaimer
13.5. Contact Us