Prior to scale-up of the WisDM Green workflow, downstream studies may need to incorporate mixing methodologies or other design considerations that can ensure homogeneity of compound combinations and peat moss in each pod and potentially improve the uniformity of the growth conditions across all samples. Nonetheless, the consistency between predicted and validated outcomes of WisDM Green-pinpointed combinations confirmed the utility of the platform. Further studies may incorporate strategies to address the uniformity of seed selection and spatial layout in order to improve the %Yield data and compound interaction analysis.