The document summarizes the VINESCOUT project, an H2020 funded project running from 2016-2019 with 5 partners including 3 SMEs and 2 universities. The project aims to design and build a commercial robot tool for precision agriculture and big data collection to monitor and map vineyards by assessing water status and vigor. The robot, called VINESCOUT, uses GPS, cameras, sensors and other technologies to automatically monitor modern vineyards and implement big data collection.