Agriculture Analytics Market by Component, Farm Size, Deployment, Application

List of Tables

The Agriculture Analytics Market was valued at USD 1.54 billion in 2023, expected to reach USD 1.68 billion in 2024, and is projected to grow at a CAGR of 8.69%, to USD 2.77 billion by 2030.

Agriculture analytics involves leveraging data analysis techniques to optimize farming and food production practices, focusing on enhancing yield, efficiency, and overall productivity. The necessity of agriculture analytics arises from the increasing demand for food due to the growing global population, climate change impacts, and the need for sustainable farming practices. By applying technologies such as big data, AI, and IoT, agriculture analytics can optimize resources, forecast weather patterns, manage crop health, and automate farm processes. The end-use scope encompasses farmers, agribusiness companies, agricultural researchers, and government agencies. Key factors influencing market growth include the proliferation of precision farming technologies, technological advancements in data analytics, and increased investments in smart agriculture solutions. Opportunities emerge in developing regions where agritech integration is nascent. For example, the adoption of sensor technology and drone-based analytics in fields can significantly amplify yield margins and resource management. However, challenges include data privacy concerns, high cost of technology adoption, and the digital divide in rural farming regions. Networks such as 4G/5G connectivity are often limited, impacting real-time data sharing and decision-making capabilities. Innovation could focus on cost-effective analytics platforms tailored for small-to-medium farms, development of robust cybersecurity measures to protect farmer data, and more efficient sensors that reduce water and pesticide usage. Research into integrating AI algorithms for predictive crop growth models presents significant potential. The market is inherently dynamic, driven by technological evolution and regulatory changes within the agri-sector, opening avenues for businesses to innovate and expand. Accelerated collaborations between tech firms, agriculturalists, and policymakers could foster an adaptive ecosystem capable of addressing future food security challenges while promoting sustainable agricultural growth worldwide.

KEY MARKET STATISTICS
Base Year [2023]	USD 1.54 billion
Estimated Year [2024]	USD 1.68 billion
Forecast Year [2030]	USD 2.77 billion
CAGR (%)	8.69%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Agriculture Analytics Market

The Agriculture Analytics Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

Market Drivers
- Increasing need to boost food production due to global population growth
- Use of data science for disease detection and pest management in agriculture
- Rising inclination towards smart and precision farming practices
Market Restraints
- Lack of awareness and training programs for using analytics in the agriculture sector
Market Opportunities
- Improvements and technological advancements in agriculture analytics
- Investments from public and private sectors in agriculture analytics deployment
Market Challenges
- Privacy and data security issues of using analytics in agriculture

Porter's Five Forces: A Strategic Tool for Navigating the Agriculture Analytics Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Agriculture Analytics Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Agriculture Analytics Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Agriculture Analytics Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Agriculture Analytics Market

A detailed market share analysis in the Agriculture Analytics Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Agriculture Analytics Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Agriculture Analytics Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Agriculture Analytics Market

A strategic analysis of the Agriculture Analytics Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Agriculture Analytics Market, highlighting leading vendors and their innovative profiles. These include ABACO S.p.A., Accenture, Agremo, Agrivi, Bayer AG, Conservis LLC, CropData Technology Private Limited., Deere & Company, DeLaval, DTN, Farmers Edge Inc., Fasal, Heliopas.ai GmbH, International Business Machines Corporation, Iteris, Inc., Kheti Buddy, OneSoil, Oracle Corporation, Precision Hawk, SAP SE, SAS Institute, Stesalit Systems Ltd., Taranis, Trace Genomics, and Trimble Inc..

Market Segmentation & Coverage

This research report categorizes the Agriculture Analytics Market to forecast the revenues and analyze trends in each of the following sub-markets:

Based on Component, market is studied across Services and Software.
Based on Farm Size, market is studied across Large Farms and Small & Medium-Sized Farms.
Based on Deployment, market is studied across Cloud and On-Premise.
Based on Application, market is studied across Aquaculture, Farm, and Livestock.
Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Product Code: MRR-B16853777E4D

1. Preface

1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders

2. Research Methodology

2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

5.1. Market Dynamics
- 5.1.1. Drivers
  - 5.1.1.1. Increasing need to boost food production due to global population growth
  - 5.1.1.2. Use of data science for disease detection and pest management in agriculture
  - 5.1.1.3. Rising inclination towards smart and precision farming practices
- 5.1.2. Restraints
  - 5.1.2.1. Lack of awareness and training programs for using analytics in the agriculture sector
- 5.1.3. Opportunities
  - 5.1.3.1. Improvements and technological advancements in agriculture analytics
  - 5.1.3.2. Investments from public and private sectors in agriculture analytics deployment
- 5.1.4. Challenges
  - 5.1.4.1. Privacy and data security issues of using analytics in agriculture
5.2. Market Segmentation Analysis
5.3. Porter's Five Forces Analysis
- 5.3.1. Threat of New Entrants
- 5.3.2. Threat of Substitutes
- 5.3.3. Bargaining Power of Customers
- 5.3.4. Bargaining Power of Suppliers
- 5.3.5. Industry Rivalry
5.4. PESTLE Analysis
- 5.4.1. Political
- 5.4.2. Economic
- 5.4.3. Social
- 5.4.4. Technological
- 5.4.5. Legal
- 5.4.6. Environmental

6. Agriculture Analytics Market, by Component

6.1. Introduction
6.2. Services
6.3. Software

7. Agriculture Analytics Market, by Farm Size

7.1. Introduction
7.2. Large Farms
7.3. Small & Medium-Sized Farms

8. Agriculture Analytics Market, by Deployment

8.1. Introduction
8.2. Cloud
8.3. On-Premise

9. Agriculture Analytics Market, by Application

9.1. Introduction
9.2. Aquaculture
9.3. Farm
9.4. Livestock

10. Americas Agriculture Analytics Market

10.1. Introduction
10.2. Argentina
10.3. Brazil
10.4. Canada
10.5. Mexico
10.6. United States

11. Asia-Pacific Agriculture Analytics Market

11.1. Introduction
11.2. Australia
11.3. China
11.4. India
11.5. Indonesia
11.6. Japan
11.7. Malaysia
11.8. Philippines
11.9. Singapore
11.10. South Korea
11.11. Taiwan
11.12. Thailand
11.13. Vietnam

12. Europe, Middle East & Africa Agriculture Analytics Market

12.1. Introduction
12.2. Denmark
12.3. Egypt
12.4. Finland
12.5. France
12.6. Germany
12.7. Israel
12.8. Italy
12.9. Netherlands
12.10. Nigeria
12.11. Norway
12.12. Poland
12.13. Qatar
12.14. Russia
12.15. Saudi Arabia
12.16. South Africa
12.17. Spain
12.18. Sweden
12.19. Switzerland
12.20. Turkey
12.21. United Arab Emirates
12.22. United Kingdom

13. Competitive Landscape

13.1. Market Share Analysis, 2023
13.2. FPNV Positioning Matrix, 2023
13.3. Competitive Scenario Analysis
13.4. Strategy Analysis & Recommendation

Companies Mentioned

1. ABACO S.p.A.
2. Accenture
3. Agremo
4. Agrivi
5. Bayer AG
6. Conservis LLC
7. CropData Technology Private Limited.
8. Deere & Company
9. DeLaval
10. DTN
11. Farmers Edge Inc.
12. Fasal
13. Heliopas.ai GmbH
14. International Business Machines Corporation
15. Iteris, Inc.
16. Kheti Buddy
17. OneSoil
18. Oracle Corporation
19. Precision Hawk
20. SAP SE
21. SAS Institute
22. Stesalit Systems Ltd.
23. Taranis
24. Trace Genomics
25. Trimble Inc.