An autonomous robot designed for vineyards. It can carry out tasks such as mowing, weeding, mulching, spraying, aerating, pruning and trimming. The system doesn’t require any external positioning systems, GPS, or connections, to perform an autonomous movement. It’s based on artificial intelligence by using an algorithm to recognize and adapt to the new situations, changing rows, and performing the tasks competently autonomously.