In this work, it has been demonstrated that the formation of gold or gold-platinum nanoparticles mediated by a NADPH-dependent enzymatic reaction can be coupled to the determination of atropine. First, the formation of AuNPs and AuPtNPs from Au(III) and NADPH was studied and characterised using TEM techniques. It has also been observed that reducing properties of NADPH and NADH lead to different nanoparticle yields, which could be used to differentiate between the two cofactors. Based on these results, the method was coupled to the enzymatic determination of atropine using tropinone reductase and NADPH, since the absorption band at 550 nm (plasmon band) of the formed AuNPs can be related to the concentration of atropine in the range from 0.025 mM to 0.09 mM with an RSD of 3% (n = 5). The method has been applied to the determination of atropine in buckwheat with good results.