Robotics, AI, drones and sensors

Robotics, AI, drones and sensors

Digital tools for agriculture and forestry

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.
 

Related news

cross-visit-people-in-field
05 Feb 2026

Apply for three cross-visits for Operational Groups

A call for applications to host and participate in EU CAP Network cross-visits is open until 20 February 2026. The cross-visits cover plant genetic resources, robotics and AI, and production of protein crops.

  • Innovation, knowledge exchange & EIP-AGRI
Group of people walking along a water treatment basin
19 Nov 2024

Hybrid renewable energy systems solutions for increased farm resilience

Interreg Atlantic Area project builds sustainable agriculture through renewable energy.

  • Innovation, knowledge exchange & EIP-AGRI
Group picture of Operational Group members
28 Mar 2024

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

Related publications

Farmer shows peanut products
Press Articles |

Organic peanuts - a business opportunity for farmers in Austria facing the impact of climate change

Two Austrian farmers have diversified their farm’s cropping system by integrating peanut cultivation as an alternative crop to increase resilience in the context of climate change.

  • Innovation, knowledge exchange & EIP-AGRI
EU CAP Network cross-visit ‘Robotics and artificial intelligence’
Event Reports |

EU CAP Network cross-visit 'Robotics and artificial intelligence'

This report shares successful practices, opportunities, and tools identified during the EU CAP Network 'Robotics and artificial intelligence' cross-visit.

  • Innovation, knowledge exchange & EIP-AGRI
Research needs from practice 2025
Reports |

Research needs from practice 2025

The 'Research needs from practice 2025' report presents 70 research needs from practice.

  • Innovation, knowledge exchange & EIP-AGRI

Related events

Calendar
Calendar
Conference

Tradition, Innovation, and Digital Tools for Sustainable Rural Development

  • CAP Implementation
  • Innovation, knowledge exchange & EIP-AGRI
Calendar

Related good practices

Di-gozd project - digital forest inventory app
Inspirational Idea | 16 Jun 2026

A digital forest inventory tool in your pocket

  • Innovation, knowledge exchange & EIP-AGRI
Smarttrap for medfly pilotsite Cyprus
Inspirational Idea | 16 Jun 2026

Multi-source digital pest surveillance in citrus fruit for more sustainable crop protection

  • Innovation, knowledge exchange & EIP-AGRI
Pictures of people watching robot demonstration in field
Inspirational Idea | 03 Apr 2025

Satellite-assisted robots to tackle weeds and increase the productivity and sustainability of dairy farming

  • Innovation, knowledge exchange & EIP-AGRI

Digitalisation

Learn more

Digital tools, automation and platforms

Learn more

Digital Innovation Hubs

Learn more

Precision farming, livestock farming, forestry and food processing

Learn more