This abstract explores the potential of a robust decision support platform to empower farmers in adopting sustainable agricultural practices and preserving soil health. The platform integrates real time data from various soil sensors, including humidity, temperature, weather conditions, and more, to aid farmers in making informed decisions (Gómez et al., 2019; Vallad et al., 2021). By addressing the challenges of modern agriculture through data driven insights, the platform envisages improved crop resilience, resource efficiency, and environmental conservation. This innovation holds the promise of benefiting farmers, ecosystems, and the broader agricultural community.