In addition, WisDM Green interaction analysis further pointed to potential synergistic interactions in the four selected 2-compound combinations in Table 9. WisDM Green suggested that Adenine/EDTA-Fe may achieve maximum %Yield at higher concentrations (Figure 8a). The interaction surfaces for 6-BAP/EDTA-Fe and Adenine/6-BAP pointed to potential compound interactions (Figure 8b and 8c). In Figure 8d, HA/SWE interaction surface suggested a potential synergistic interaction. In terms of sustainability and minimizing environmental impact, these 2-compound combinations were prioritized over other combinations consisting of 3 or more compounds. 2- compound combinations that can achieve similar, or potentially greater, increases in %Yield compared to multi-compound combinations may support the further investigation of sustainable and deployable peat moss formulations guided by AI.