The use of robotics in the vineyard is growing fast, profoundly transforming winegrowing practices through automation, the precision of onboard sensors and real-time data analysis. Here’s an overview of the main technological applications and the concrete benefits these innovations bring.
🔧 Applications of Robotics in Winegrowing
Weeding and Soil Maintenance

Autonomous robots such as Naïo Technologies’ Oz or Ted are designed to maintain the soil without continuous human intervention. Equipped with lidar, RGB cameras and RTK (Real-Time Kinematic) GPS, these robots navigate between the rows with centimetre precision.
They carry out tasks such as hoeing, mowing or the localised application of plant-protection products with mechanical arms controlled by computer-vision algorithms. The result: herbicide use cut by up to 80% and soil aerated mechanically, without resorting to chemicals.
Transporting Heavy Loads

Robotic platforms such as Vitibot’s Bakus or the Carré Anatis can carry crates of grapes, clear away prunings or automatically follow an operator using visual tracking systems or UWB (Ultra Wide Band) beacons.
Some models can plan a return route autonomously or connect to plot-management software to synchronise logistics operations during the harvest.
Monitoring the Health of the Vines
Robots fitted with multispectral cameras, infrared sensors and onboard artificial intelligence can detect early signs of water stress, diseases (such as downy mildew or powdery mildew) or pest infestations.
For example, the VineScout project in Spain developed a robot able to measure leaf temperature and soil moisture in real time, then generate a vigilance map at plot scale. This data is then fed into agronomic decision-support systems (DSS) for localised, effective interventions.
✅ Technological Benefits of Winegrowing Robotics
Reduced physical strain: robots take on physically demanding tasks, particularly on rough terrain or in difficult weather conditions.
Greater precision: thanks to AI, 3D mapping and ultra-precise GPS data, interventions are targeted, limiting losses and improving grape quality.
Resource optimisation: automation allows sparing use of water, fuel and chemical inputs, in line with the goals of sustainable winegrowing.
Data collection and use: robotics is a driver of precision agriculture. Every pass is a source of useful data to refine growing practices and anticipate risks.
🚧 Challenges and Future Prospects
Adopting these robots raises economic (high purchase cost), technical (adapting to the terrain, energy autonomy) and regulatory (safety, CE approval) issues.
However, advances in mobile robotics, long-life batteries and integration into interconnected digital ecosystems (agricultural IoT, digital twin of the estate) are opening the way to a form of winegrowing resolutely turned towards innovation.
Robotics, combined with AI and big-data collection, is a strategic lever for meeting the climatic and economic challenges of the wine sector. In the medium term, it could even play a key role in the agroecological transition.
In this world of tradition, where a few pioneers have led the way, it’s fascinating to see how modern, analytical technologies will marry with it.

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