This document discusses using X-ray fluorescence (XRF) fast screening technology to support iron and zinc biofortification of potatoes. Calibrations for iron and zinc concentration in potato tubers using XRF were established, showing strong correlations. Training courses in Bangladesh and Rwanda built capacity for nutritional quality evaluation of potatoes, including sampling, sample preparation to avoid contamination, and basics of mineral analysis by XRF. XRF allows high-throughput, low-cost screening of minerals in potatoes to support biofortification programs addressing widespread micronutrient deficiencies.