Background: Diabetes is a long-term illness characterized by high blood sugar levels. It is estimated that by 2045, there will be nearly 693 million diabetic patients worldwide, with half of the population remaining undiagnosed. Metformin, insulin, sulfonylureas, and thiazolidinediones were related to several risk factors, including hypoglycemia, bone fracture, weight gain, cardiovascular, renal, and other complications. In the present study, we have explored the DPP-IV inhibitors as a new class of antidiabetic drugs. Objectives: The goal of DPP-IV inhibitors is to raise levels of incretins (GLP-1 and GIP), which block glucagon release while boosting insulin secretion, slowing stomach emptying, and reducing blood glucose levels. Methods: A series of derivatives substituted on Oxadiazole of sulfonamide pyrrolidine were produced by reacting 1,2,4-oxadiazol and sulfonyl chloride at room temperature in the presence of ethanol and stirring until the reaction was complete. The compounds were characterized using IR, 1 H NMR, C 13 NMR, mass spectroscopy, elemental analysis, and screened for in vitro assay of DPP-IV inhibition. Results and Discussion: The IC 50 was calculated for compounds B-I, B-V, B-VI, B-XI, and B-XIII that inhibited enzymes significantly, IC 50 values ranging from 19.65 ± 2.60 nM to 11.32 ± 1.59 nM, respectively, and Vildagliptin (4.79±1.66 IC 50 nM) was used as a standard. The most active derivative substituted Oxadiazole of pyrrolidine sulfonamide is B-XI (11.32 ± 1.59 IC 50 nM) among all synthesized compounds. Conclusion: B-XI derivative has shown appreciable DPP-IVinhibitory action. The 1,2,4-oxadiazol-3-yl pyrrolidine-1-sulfonamide derivatives have shown anti-diabetic properties.