Bayer pilots Generative AI tool to revolutionize agriculture support
Bayer, in collaboration with Microsoft and EY, has launched an innovative Generative AI system to transform agronomic advisory services. The system leverages Bayer's proprietary agronomic data, a specialized large language model (LLM), and years of agronomic expertise to provide quick and precise guidance on farm management, crop characteristics, and application rates. Validated by agronomists, the tool aims to democratize agronomic advice, benefitting farmers worldwide and contributing to food security. The AI system outperforms traditional methods by offering real-time decision-making support and expert recommendations. Bayer's partnership with Microsoft also enhances their Azure Data Manager for Agriculture platform, integrating advanced data solutions like Bayer® Historical Weather and Smart Boundary ID.
- Organization
- Bayer
- Industry
- Agriculture
- Location
- United States
- Published
- March 2024
Reported outcomes
Strategic outcomes
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Bayer
- Provider
- Microsoft
- Maturity
- Unknown
- Linked source
- prnewswire.com
No explicit deployment-stage evidence found.
Primary read
Use case focus
Showing 3 of 3
- 1agronomic advisory
- 2productivity optimization
- 3precision farming
- Slow and time-consuming agronomic advisory processes.
- Limited access to expert-level agronomic insights for smallholder farmers.
- Difficulty in regulatory compliance and sustainability reporting in farming practices.
- High costs for developing digital integrations in agriculture.
- Limited utilization of field-level weather insights and machine data integration for critical decisions.
- Developed a Generative AI system using proprietary agronomic data and Microsoft Azure platform.
- Integrated AI-driven solutions like Bayer® Historical Weather into Azure Data Manager for Agriculture.
- Collaborated with Ernst & Young (EY) for industry insights and Microsoft for technological expertise.
- Provided machine data connectivity with irrigation data from Lindsay Corporation.
- Enabled digital tools for monitoring, measuring, and controlling water usage and field boundaries.
- Improved response speed of agronomic advisory services, reducing turnaround times from days to seconds.
- Empowered farmers with accurate and actionable insights.
- Improved decision-making in farm management and sustainability initiatives.
- Reduced technical investment costs for digital tool development.
- Enhanced global food security through democratized agronomic advice.
Architecture
Bayer uses AI in collaboration with Microsoft and EY. The Generative AI system leverages Azure's platform and Bayer's proprietary agronomic data to provide expert insights. Added features include Bayer® Historical Weather and tools for field management, integrated into Azure Data Manager for advanced analytics.
Sources & evidence12
- Customer explicitly identified
- Independent source available
- Technical implementation details available
- Multiple corroborating sources available
- Recent evidence check available
- Last evidence check: Jul 22, 2026.
The same organization appears in newer AI deployment evidence.
- Same organization re-documented as recently as 2025.
- Cited source last checked Jun 12, 2026 — broken (1/11 broken).
Measures whether this deployment's public evidence persists — not whether the system is still in production.
AI-generated summary. Verify important details with the linked sources before relying on this case.
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