Agriculture Innovation with Generative AI

Generative AI changes your farming practices by enabling data-driven decision-making, optimizing resource allocation, and enhancing productivity across farmland. By using the power of machine learning algorithms, predictive models, and advanced sensor technologies, you address critical challenges and unlock new opportunities for sustainable food production.

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Key Challenges

  • Population growth and food demand
  • With the global population doubling since 1974 and expected to soon reach 9 billion people, Gen AI is critical to ensure your food production meets demand.

  • Crop yield increase
  • To support approximately 10 billion people by 2050, your crop yields must rise by 70%, but only 11% of the global land is farmable. Gen AI helps you boost crop yield across limited available farmland.

  • Climate change impact
  • Gen AI empowers you to better manage climate change strains on agricultural production and water resources by improving your sustainable practices.

  • Technological dependence
  • With Gen AI, you advance your farming expertise in fertilizers, pests, and technology requirements to best meet food production needs.

  • Labor shortage
  • With urbanization, immigration, and generational shifts that lead to global farm labor shortages, Gen AI enables you to rely on and trust new technologies to better manage labor and costs.

Business Opportunities

Use Cases
Business Value
Case Simplicity

Soil and pesticide management

With Gen AI, process data-based details about your farmland’s pH levels, soil nutrients, and soil structure to guide all aspects of fertilizer use and help crop outcomes.


Workforce management and training

Use Gen AI to create agricultural robots with personalized lesson plans and training materials for your workers to help diminish labor shortages.


Market analysis and price forecasting

Gen AI pinpoints market trends, prices, and demand analytics to help you optimize product prices and the best timing to sell them.


Climate change and sustainability

Gen AI helps you conduct climate change impact analysis and create seasonal forecasting models to improve your agricultural output and precision.


Data-driven decision-making

Gen AI provides you relevant, updated information on crop health, weather patterns, and market trends, while generating insights that enable you to optimize operations, yields, and supply chains.


Automated report generation

Gen AI automatically generates reports about your crop performance, resource utilization, and financial performance, which are easily shared with stakeholders and help find areas for improvement.


Press releases and marketing materials

By analyzing industry news and trends, Gen AI produces engaging content that keeps your customers and stakeholders informed about the latest developments in the agriculture industry.



Our Generative AI Offerings

icon imageAI Adoption

Insight to Impact: Rapid Scaling and Adoption in My Organization

  • Generative AI Adoption roadmap
  • Technology strategy
  • Data strategy
  • Change management and AI governance
  • Generative AI Solution Development
  • Generative AI in Product and Engineering Teams

icon imageAI Discovery

Interest to Discovery: Generative AI Ecosystem and 
Implications for My Business

  • Use cases and business impact priorities
  • Data quality and availability 
  • Technology trade-offs and architecture 
  • Technical feasibility with POC

icon imageAI Launchpad

Launchpad to Innovation: Evidence-Based Exploration and Deployment

  • Generative AI lab
  • AI Launchpad Program for rapid experimentation
  • Value stream mapping and use cases
  • POC/POV pipeline