stress indicators such as water retention, nutrient uptake and disease markers before they are visible. Project Voxel supports use cases including yield forecasting, input planning and risk assessment across vineyards and mixed farming operations. The platform is intended for growers, agronomists, cooperatives, agri-finance providers and other stakeholders who need data-driven insights into field variability and yield potential. By integrating multiple data sources into a single analytics layer, Project Voxel helps users plan operations and resource allocation more effectively.