AI for Sustainable Agricultural Production Systems
An interdisciplinary UW–Madison community advancing responsible, practical, and use-inspired AI for agriculture.
A UW–Madison RISE-AI Collaboration HQ Focus Group
An interdisciplinary UW–Madison community advancing responsible, practical, and use-inspired AI for agriculture.
A UW–Madison RISE-AI Collaboration HQ Focus Group
Connecting AI, agricultural science, engineering, economics, and Extension to build resilient, productive, and sustainable agricultural systems.
We connect advances in AI and data science with sensing, modeling, automation, decision support, economics, and agricultural domain expertise.
Our focus group brings together researchers across AI, agricultural and environmental sciences, engineering, economics, climate science, and Extension. We connect methodological innovation with real agricultural challenges to develop AI-enabled approaches that improve productivity, resource efficiency, sustainability, resilience, and rural prosperity.
Generalizable AI
How can AI work with limited and heterogeneous field data and transfer across farms, systems, and regions?
Integrated Agricultural Intelligence
How can models combine soil, crop, animal, weather, sensing, imagery, and management information across scales?
Real-World Value & Trust
When does AI improve economic, environmental, and resilience outcomes—and how do we build systems people will actually use?
Faculty, staff, students, Extension professionals, and external collaborators interested in either AI methodology or agricultural production-system challenges.
Connect with UW–Madison researchers, students, Extension professionals, and partners working at the intersection of AI and sustainable agricultural systems.