
Robots and drones are being designed to help farmers and foresters in their day-to-day work. Robot pepper pickers, for instance, work in the hot and humid environment of greenhouses where producers often struggle to find workers who are willing to endure these conditions. Milking robots allow cows to choose when they need to be milked, improving both animal and farmer welfare, and weeding robots can perform physically demanding work and allow farmers to reduce the use of herbicides. These are just a few of many examples.
Drones, also known as unmanned aerial vehicles (UAVs), allow farmers and foresters to closely monitor and precisely manage crop and tree conditions. They can help farmers discover issues such as crops not being properly irrigated, or identify an area of a field that requires intensive scouting. Drones can also be used for soil and field analysis, showing moisture content and soil erosion through accurate 3-D maps. In forestry, drones can help identify potential fire hazards, or areas that are affected by disease, stress, or pest infestations.
Geographical Information Systems (GIS) allow users to create layered, interactive maps that visualise geo-spatial field and forest data. This allows farmers and foresters to map, for instance, soil types, nutrient and moisture levels, or tree health. GIS supports decision-making to address issues quickly when changes in patterns are detected.
Global Positioning Systems (GPS) are satellite-driven navigation systems that can give farmers and foresters accurate and real-time information on their fields or forests. They can be used to locate livestock and manage grazing patterns, to apply fertiliser or pesticides only where needed, or to guide autonomous machinery for high-precision planting or harvesting.
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Hybrid renewable energy systems solutions for increased farm resilience
Interreg Atlantic Area project builds sustainable agriculture through renewable energy.
- Innovation, knowledge exchange & EIP-AGRI

Inspirational ideas: biosensors in dairy farming
Dairy farms in Estonia and Finland have some fundamental differences. Since 2018, Operational Group (OG) MAVAS has been working in parallel with Finnish OG SMARTFEED. They are both looking into the use of biosensors in daily dairy farming.
- Innovation, knowledge exchange & EIP-AGRI

Delivering more accurate and available precision agriculture services
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- Innovation, knowledge exchange & EIP-AGRI
Latest publications

EU CAP Network seminar ‘Robotics and Artificial Intelligence in farming and forestry’
This report presents the main results of the EU CAP Network seminar ‘Robotics and Artificial Intelligence in farming and forestry’, which was held on 19-20 February 2025 in Utrecht, Netherlands.
- Innovation, knowledge exchange & EIP-AGRI

Factsheet - EU CAP Network seminar ‘Robotics and Artificial Intelligence in farming and forestry’
Find all information from the EU CAP Network seminar ‘Robotics and Artificial Intelligence in farming and forestry’ at a glance.
- Innovation, knowledge exchange & EIP-AGRI

Agrinnovation Magazine - Issue 11
The eleventh edition of the EU CAP Network’s annual Agrinnovation magazine highlights how robotics, artificial intelligence (AI) and digital technologies are transforming European agriculture, forestry and rural areas with new solutions.
- Innovation, knowledge exchange & EIP-AGRI
Latest events
EU CAP Network seminar ‘Robotics and Artificial Intelligence in farming and forestry’
- Innovation, knowledge exchange & EIP-AGRI
Tradition, Innovation, and Digital Tools for Sustainable Rural Development
- CAP Implementation
- Innovation, knowledge exchange & EIP-AGRI
Latest good practices

A hive of digital activity
- Innovation, knowledge exchange & EIP-AGRI

Smart barn makes for happy pigs
- Innovation, knowledge exchange & EIP-AGRI

Digital tools in organic agriculture
- Innovation, knowledge exchange & EIP-AGRI