UNLABELLED: Diabetic mellitus (DM) is characterized by hyperglycaemia and defective macromolecular metabolism, arising from insulin resistance or lack of insulin production. The present study investigates the potential of artemisinin, a sesquiterpene lactone isolated from , to exert anti-diabetic and antioxidant effects through modulation of the phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT) signalling pathway. Our computational analyses demonstrated a high binding affinity of artemisinin with proteins belonging to the PI3K/AKT signalling cascade. α-Amylase and α-glucosidase studies revealed a notable increase in inhibition percentages with artemisinin treatment across concentrations ranging from 10 to 160 µM. A similar significant ( < 0.05) dose-dependent inhibition of free radicals was observed for the in vitro anti-oxidant assays. Further, toxicological profiling of artemisinin in the in vivo zebrafish embryo-larvae model from 4 to 96 h post-fertilization (hpf) did not exhibit any harmful repercussions. In addition, gene expression investigations confirmed artemisinin's potential mechanism in modulating hyperglycaemia and oxidative stress through the regulation of the PI3K/AKT pathway. Overall, our investigation suggests that artemisinin can be used as a therapeutic intervention for diabetes and oxidative stress, opening up opportunities for future investigation in clinical settings. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13205-024-04050-2.