A newly initiated research project (NAZV QL26010434, 2026-2030) is developing an integrated system combining artificial intelligence (AI) and unmanned aerial vehicles (UAVs) for optimisation across the entire forage production chain – from crop cultivation through ensiling to cattle feeding. The consortium (Institute of Animal Science Prague- Uhříněves, NutriVet Ltd., Brno University of Technology) addresses critical gaps in current precision agriculture by creating a closed-loop data integration platform linking field monitoring, fermentation control, and feed optimisation.